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1 고객 이탈 분류 문제

<<<<<<< HEAD 
list.files('data')
##  [1] "BankChurners.csv"    "bikesharingdata"     "cancer.csv"         
##  [4] "Churn_Modelling.csv" "credit_card"         "df_1.csv"           
##  [7] "KAG.csv"             "student-mat.csv"     "student-merge.R"    
## [10] "student-por.csv"     "student.txt"         "temps.csv"          
## [13] "timeseries"          "wcd.csv"
churn <- fread("data/BankChurners.csv")

1.1 Data description

original

=======

1.1 Data description

시험 때 나왔던 데이터

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성별 나이 카드등급 소득 …(15개 더) y(고객이탈여부)
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custom

library(gt)
churn %>% 
  gt()
=======

시험과 비슷한 데이터

churn <- fread("data/BankChurners.csv")

churn <- churn %>% 
  select(-c(Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_1, Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_2, CLIENTNUM)) %>% 
  janitor::clean_names()

churn %>% 
  head() %>% 
  gt::gt()
## Warning in normalizePath(path.expand(path), winslash, mustWork): path[1]="C:/
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CLIENTNUM Attrition_Flag Customer_Age Gender Dependent_count Education_Level Marital_Status Income_Category Card_Category Months_on_book Total_Relationship_Count Months_Inactive_12_mon Contacts_Count_12_mon Credit_Limit Total_Revolving_Bal Avg_Open_To_Buy Total_Amt_Chng_Q4_Q1 Total_Trans_Amt Total_Trans_Ct Total_Ct_Chng_Q4_Q1 Avg_Utilization_Ratio Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_1 Naive_Bayes_Classifier_Attrition_Flag_Card_Category_Contacts_Count_12_mon_Dependent_count_Education_Level_Months_Inactive_12_mon_2
768805383 Existing Customerattrition_flag customer_age gender dependent_count education_level marital_status income_category card_category months_on_book total_relationship_count months_inactive_12_mon contacts_count_12_mon credit_limit total_revolving_bal avg_open_to_buy total_amt_chng_q4_q1 total_trans_amt total_trans_ct total_ct_chng_q4_q1 avg_utilization_ratio
Existing Customer45 M 3 High School Married $60K - $80K Blue 39 5 1 312691.0 777 11914.012691 777 119141.335 1144 42 1.6250.061 9.3448e-05 0.99991000
818770008 Existing Customer0.061
Existing Customer49 F 5 Graduate Single Less than $40K Blue 44 6 1 28256.0 864 7392.08256 864 73921.541 1291 33 3.7140.105 5.6861e-05 0.99994000
713982108 Existing Customer0.105
Existing Customer51 M 3 Graduate Married $80K - $120K Blue 36 4 1 03418.0 0 3418.03418 0 34182.594 1887 20 2.3330.000 2.1081e-05 0.99998000
769911858 Existing Customer0.000
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709106358 Existing Customer0.760
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713061558 Existing Customer0.000
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714107958 Existing Customer 45 M 1 Graduate Single $40K - $60K Blue 36 4 4 3 6576.0 0 6576.0 0.579 1465 34 0.619 0.000 3.4315e-04 0.99966000
789140283 Existing Customer 53 M 0 Graduate Single $80K - $120K Blue 42 5 4 1 2664.0 2037 627.0 0.850 1286 29 0.933 0.765 1.1250e-04 0.99989000
715550508 Existing Customer 45 F 3 Unknown Married Unknown Blue 28 5 1 2 2535.0 2440 95.0 1.705 1312 20 1.222 0.963 6.2820e-05 0.99994000
719712633 Existing Customer 64 M 1 Graduate Married Less than $40K Blue 52 6 4 3 1709.0 895 814.0 1.656 1673 32 0.882 0.524 3.4315e-04 0.99966000
772629333 Existing Customer 45 M 3 Graduate Married $40K - $60K Blue 35 5 4 2 3454.0 1200 2254.0 0.597 1313 30 0.304 0.347 2.2556e-04 0.99977000
720336708 Existing Customer 53 M 3 Doctorate Married $40K - $60K Blue 35 5 3 2 3789.0 1706 2083.0 1.047 1609 42 0.680 0.450 2.7008e-04 0.99973000
802013583 Existing Customer 56 M 3 College Married $120K + Blue 50 3 2 0 9689.0 2250 7439.0 0.576 1158 19 0.727 0.232 4.2358e-05 0.99996000
711887583 Attrited Customer 47 M 2 Unknown Married $80K - $120K Blue 37 2 3 3 5449.0 1628 3821.0 0.696 836 18 0.385 0.299 9.9700e-01 0.00299743
714778833 Existing Customer 49 F 3 College Single Unknown Blue 43 4 4 0 23032.0 1960 21072.0 0.619 1289 22 1.000 0.085 8.0901e-05 0.99992000
713843283 Existing Customer 41 F 3 Unknown Married Unknown Silver 34 5 3 3 34516.0 2053 32463.0 1.034 1487 26 0.733 0.059 3.1177e-04 0.99969000
779155158 Existing Customer 53 M 3 Graduate Married $120K + Blue 34 6 2 2 2940.0 1264 1676.0 0.562 1259 33 0.500 0.430 1.1811e-04 0.99988000
721091583 Existing Customer 44 F 2 Graduate Single Less than $40K Blue 32 3 3 3 3031.0 1879 1152.0 0.788 1298 15 1.500 0.620 3.0251e-04 0.99970000
713572683 Existing Customer 44 M 3 High School Unknown $60K - $80K Blue 25 3 3 0 1862.0 0 1862.0 0.883 1226 34 0.789 0.000 6.6935e-05 0.99993000
716657058 Existing Customer 43 F 4 Post-Graduate Married Less than $40K Blue 33 2 3 3 8358.0 926 7432.0 0.762 1566 37 0.542 0.111 3.7329e-04 0.99963000
779509983 Existing Customer 53 M 2 Post-Graduate Single $120K + Blue 36 6 1 2 34516.0 931 33585.0 0.828 1022 21 1.100 0.027 6.4807e-05 0.99994000
717929133 Existing Customer 44 M 1 Uneducated Married $60K - $80K Blue 36 5 2 3 14450.0 2440 12010.0 1.283 1235 30 0.667 0.169 1.8475e-04 0.99982000
808284783 Existing Customer 62 F 1 Unknown Married Less than $40K Blue 56 6 0 0 1438.3 0 1438.3 0.813 1951 44 1.095 0.000 7.7559e-06 0.99999000
708476808 Existing Customer 54 M 4 Unknown Divorced $120K + Blue 36 6 3 2 33791.0 1960 31831.0 0.618 1047 31 0.824 0.058 2.0735e-04 0.99979000
710916408 Existing Customer 57 M 4 Graduate Married $60K - $80K Blue 39 4 3 0 8466.0 1886 6580.0 0.560 1342 32 0.391 0.223 6.9589e-05 0.99993000
708492558 Existing Customer 42 M 3 Unknown Married $60K - $80K Blue 36 5 3 3 15088.0 865 14223.0 0.939 1107 21 1.625 0.057 3.4503e-04 0.99965000
799825758 Existing Customer 42 M 4 High School Divorced $60K - $80K Blue 36 5 1 2 3263.0 1674 1589.0 0.588 1251 35 0.346 0.513 5.6153e-05 0.99994000
718619883 Existing Customer 54 F 0 Uneducated Married Less than $40K Blue 36 2 2 2 1494.0 706 788.0 1.674 1305 24 3.000 0.473 1.0043e-04 0.99990000
711844758 Existing Customer 48 M 3 Graduate Single $80K - $120K Blue 35 6 1 0 13551.0 1294 12257.0 0.791 1388 37 1.056 0.095 2.1081e-05 0.99998000
714798783 Existing Customer 49 M 1 Graduate Single $80K - $120K Blue 36 6 2 2 18886.0 895 17991.0 1.826 1235 18 1.571 0.047 1.0684e-04 0.99989000
826762908 Existing Customer 52 M 3 High School Unknown $80K - $120K Blue 48 3 2 0 11976.0 1273 10703.0 1.024 2089 36 1.118 0.106 4.2354e-05 0.99996000
771894558 Existing Customer 50 M 3 High School Single $80K - $120K Blue 39 4 1 4 9964.0 1559 8405.0 1.873 1626 25 0.786 0.156 1.5942e-04 0.99984000
721074183 Existing Customer 49 M 1 Doctorate Married $60K - $80K Blue 36 4 6 3 24159.0 1196 22963.0 0.712 1111 24 1.000 0.050 3.2436e-04 0.99968000
715259583 Existing Customer 53 F 2 High School Married Less than $40K Blue 44 3 2 3 5362.0 1901 3461.0 0.816 1553 38 1.000 0.355 1.8610e-04 0.99981000
718414008 Existing Customer 50 M 2 Graduate Single $120K + Blue 36 3 2 2 34516.0 1023 33493.0 1.004 1064 13 0.625 0.030 1.1382e-04 0.99989000
719666283 Existing Customer 55 F 1 Doctorate Married Less than $40K Blue 36 4 1 0 3174.0 1951 1223.0 0.766 1243 29 0.611 0.615 2.7596e-05 0.99997000
714877233 Existing Customer 53 M 1 High School Married $80K - $120K Blue 47 3 2 2 12262.0 1836 10426.0 1.584 1659 38 1.533 0.150 1.0386e-04 0.99990000
785387883 Existing Customer 47 F 3 High School Single $40K - $60K Blue 41 4 3 3 3788.0 1540 2248.0 0.566 1594 47 0.382 0.407 3.0516e-04 0.99969000
771075258 Existing Customer 55 M 2 College Single $120K + Silver 42 2 3 2 34516.0 1527 32989.0 0.526 1268 42 0.355 0.044 1.5801e-04 0.99984000
711318033 Existing Customer 47 M 3 Graduate Single $60K - $80K Blue 36 4 2 2 2926.0 0 2926.0 0.676 1304 24 0.846 0.000 1.1811e-04 0.99988000
783554958 Existing Customer 58 M 4 Graduate Single $120K + Blue 52 6 1 0 32090.0 0 32090.0 0.567 1368 30 0.364 0.000 2.1307e-05 0.99998000
720201033 Attrited Customer 53 M 2 Graduate Married $80K - $120K Blue 41 3 3 2 11669.0 2227 9442.0 0.622 720 23 0.353 0.191 9.9447e-01 0.00553000
718039683 Existing Customer 52 M 2 High School Single $40K - $60K Blue 45 3 1 2 13532.0 1300 12232.0 0.846 1521 29 1.417 0.096 5.3542e-05 0.99995000
710806083 Existing Customer 50 F 1 Uneducated Unknown Less than $40K Silver 36 4 2 2 11888.0 2090 9798.0 0.700 1137 30 0.765 0.176 9.9255e-05 0.99990000
714752208 Existing Customer 42 F 1 Graduate Married Less than $40K Blue 36 5 1 2 2393.0 1985 408.0 0.788 978 16 0.778 0.830 5.1697e-05 0.99995000
822063408 Existing Customer 43 M 4 Unknown Married $40K - $60K Blue 39 5 1 2 6111.0 2517 3594.0 0.632 1221 16 2.200 0.412 6.3492e-05 0.99994000
714490308 Existing Customer 57 M 4 Graduate Married $80K - $120K Blue 46 3 2 3 19270.0 1662 17608.0 1.186 1565 28 1.545 0.086 2.0077e-04 0.99980000
713356833 Existing Customer 52 M 1 Graduate Married $80K - $120K Blue 43 3 1 4 3710.0 2517 1193.0 1.541 1578 34 0.700 0.678 1.4834e-04 0.99985000
711402333 Existing Customer 47 M 2 Doctorate Single Less than $40K Blue 37 2 1 3 3235.0 797 2438.0 0.541 1493 32 1.000 0.246 1.3405e-04 0.99987000
708296883 Existing Customer 44 F 3 Graduate Single $40K - $60K Blue 38 3 1 0 11749.0 788 10961.0 0.688 1178 27 0.929 0.067 2.1081e-05 0.99998000
719154483 Existing Customer 53 M 2 High School Divorced $60K - $80K Blue 36 5 3 2 7753.0 2100 5653.0 0.839 991 26 0.733 0.271 1.7486e-04 0.99983000
717721458 Existing Customer 45 M 4 College Divorced $60K - $80K Blue 40 5 1 0 10408.0 1186 9222.0 1.689 2560 42 1.211 0.114 2.0715e-05 0.99998000
711112683 Existing Customer 63 F 1 College Married Unknown Blue 36 6 2 3 3967.0 1568 2399.0 1.236 1657 29 1.231 0.395 1.7470e-04 0.99983000
715674483 Existing Customer 39 F 2 Post-Graduate Single Less than $40K Blue 27 4 2 2 6205.0 2517 3688.0 0.939 1204 19 0.727 0.406 1.3393e-04 0.99987000
789322833 Attrited Customer 48 F 5 High School Married Less than $40K Blue 38 1 3 3 8025.0 0 8025.0 0.654 673 18 0.800 0.000 9.9672e-01 0.00328187
789968058 Existing Customer 51 M 1 Unknown Single $120K + Blue 42 6 2 3 9036.0 2327 6709.0 0.649 1131 18 0.636 0.258 1.9751e-04 0.99980000
709919283 Existing Customer 54 M 4 Graduate Married $80K - $120K Blue 34 2 3 2 14926.0 2517 12409.0 1.996 1576 25 1.500 0.169 1.8864e-04 0.99981000
718744008 Existing Customer 59 F 1 Graduate Single Less than $40K Blue 36 3 2 3 6335.0 1128 5207.0 0.397 1217 20 0.667 0.178 1.7969e-04 0.99982000
767712558 Attrited Customer 59 M 1 College Single $60K - $80K Blue 53 2 3 3 14979.0 0 14979.0 0.710 530 10 1.000 0.000 9.9639e-01 0.00360825
712950783 Attrited Customer 48 F 4 Uneducated Married Less than $40K Blue 38 3 2 3 2732.0 0 2732.0 0.760 739 16 0.455 0.000 9.9518e-01 0.00481999
716104983 Existing Customer 41 F 2 Graduate Single Less than $40K Blue 32 6 3 2 2250.0 2117 133.0 1.162 1617 31 2.875 0.941 1.7987e-04 0.99982000
818839983 Existing Customer 55 M 2 Graduate Married $120K + Blue 50 3 2 0 10916.0 1536 9380.0 1.317 1592 34 1.000 0.141 4.1986e-05 0.99996000
772288758 Existing Customer 47 F 4 Graduate Married Unknown Blue 36 4 1 3 5349.0 1228 4121.0 0.728 1343 30 1.308 0.230 9.7154e-05 0.99990000
712350858 Existing Customer 41 M 2 High School Married $80K - $120K Blue 24 4 1 3 9366.0 1104 8262.0 0.572 1303 39 0.625 0.118 9.0056e-05 0.99991000
711009708 Existing Customer 40 M 3 High School Single $80K - $120K Blue 28 5 1 0 21617.0 0 21617.0 1.047 1351 22 0.467 0.000 2.0494e-05 0.99998000
712720158 Existing Customer 68 M 1 Graduate Married Unknown Blue 56 5 2 3 13860.0 1652 12208.0 1.255 1910 32 1.909 0.119 1.7969e-04 0.99982000
712215258 Existing Customer 50 F 1 Graduate Single $40K - $60K Silver 31 2 2 3 18386.0 0 18386.0 0.868 1298 22 0.571 0.000 1.6236e-04 0.99984000
773827008 Existing Customer 47 M 4 Uneducated Single $60K - $80K Blue 41 6 2 2 2405.0 1540 865.0 0.469 1087 29 1.231 0.640 1.2274e-04 0.99988000
795232683 Existing Customer 53 F 1 College Married Less than $40K Blue 47 4 2 3 2154.0 930 1224.0 2.121 1439 26 1.364 0.432 1.7470e-04 0.99983000
713786508 Existing Customer 42 F 5 Unknown Married $40K - $60K Blue 36 3 3 3 2038.0 0 2038.0 0.786 1238 28 0.750 0.000 3.4328e-04 0.99966000
713539833 Existing Customer 48 F 4 High School Single $40K - $60K Blue 38 6 1 3 8135.0 0 8135.0 1.373 1716 29 0.812 0.000 9.4447e-05 0.99991000
712454058 Existing Customer 49 M 1 Doctorate Married $120K + Blue 38 6 1 3 9364.0 618 8746.0 0.554 1099 27 0.800 0.066 1.2583e-04 0.99987000
718759833 Existing Customer 44 F 2 Uneducated Married Unknown Silver 35 4 3 2 32643.0 0 32643.0 1.300 1058 24 2.429 0.000 1.6711e-04 0.99983000
718803333 Existing Customer 43 F 4 Graduate Divorced Less than $40K Blue 34 2 3 1 3195.0 1954 1241.0 0.971 1285 29 0.706 0.612 1.1377e-04 0.99989000
720253908 Existing Customer 56 M 0 High School Married $80K - $120K Blue 43 5 2 1 2852.0 1024 1828.0 1.009 1651 28 1.000 0.359 5.7261e-05 0.99994000
714133158 Existing Customer 59 F 1 College Single Unknown Blue 36 2 3 3 4224.0 1305 2919.0 0.852 1152 31 0.824 0.309 2.7607e-04 0.99972000
713187033 Existing Customer 46 M 1 Uneducated Married $60K - $80K Blue 36 3 2 2 20459.0 2071 18388.0 1.248 1767 38 2.167 0.101 1.0985e-04 0.99989000
714791208 Existing Customer 47 F 4 Unknown Divorced Less than $40K Blue 41 6 5 3 3482.0 2114 1368.0 0.508 1039 24 0.263 0.607 3.8948e-04 0.99961000
772426383 Existing Customer 50 F 4 Uneducated Married $40K - $60K Blue 40 5 2 3 3065.0 1570 1495.0 1.077 1130 28 1.333 0.512 2.0643e-04 0.99979000
710975883 Existing Customer 51 F 3 Uneducated Married Less than $40K Blue 43 3 1 2 2185.0 1761 424.0 0.682 1645 30 0.429 0.806 5.8763e-05 0.99994000
714264408 Existing Customer 47 F 3 Uneducated Married Less than $40K Blue 36 4 1 0 1611.0 746 865.0 0.993 1413 29 0.706 0.463 2.1676e-05 0.99998000
715827858 Existing Customer 58 F 4 Uneducated Married Less than $40K Blue 47 3 3 3 2822.0 2173 649.0 1.456 1218 23 2.286 0.770 3.2620e-04 0.99967000
713741358 Attrited Customer 46 M 5 Graduate Single $80K - $120K Blue 33 6 3 3 32975.0 2517 30458.0 0.658 597 17 0.700 0.076 9.9681e-01 0.00319072
709531908 Existing Customer 53 M 3 High School Married $60K - $80K Blue 47 5 2 2 1438.3 0 1438.3 0.776 2184 53 0.828 0.000 1.1482e-04 0.99989000
716493408 Existing Customer 45 F 4 Uneducated Divorced Unknown Blue 36 4 3 3 15875.0 1719 14156.0 0.860 1592 37 1.467 0.108 3.2620e-04 0.99967000
714141108 Existing Customer 52 F 1 High School Married Less than $40K Blue 45 6 3 3 6703.0 893 5810.0 0.567 1388 28 0.750 0.133 2.7604e-04 0.99972000
708953883 Attrited Customer 53 M 2 Unknown Married $80K - $120K Blue 36 2 2 1 3212.0 0 3212.0 0.713 757 20 0.250 0.000 9.8692e-01 0.01308000
712608783 Existing Customer 50 M 2 High School Married $80K - $120K Silver 45 3 1 3 34516.0 1260 33256.0 0.588 1504 34 0.789 0.037 8.1371e-05 0.99992000
820353558 Existing Customer 41 F 3 High School Married $40K - $60K Blue 36 4 1 2 9797.0 1434 8363.0 0.644 1503 34 0.478 0.146 5.5559e-05 0.99994000
714964758 Existing Customer 45 F 5 Graduate Divorced $40K - $60K Blue 36 5 2 2 10400.0 1777 8623.0 0.791 1105 28 0.867 0.171 1.1751e-04 0.99988000
716264358 Existing Customer 53 M 3 Uneducated Married $80K - $120K Blue 42 2 1 2 26792.0 1836 24956.0 1.432 2398 47 0.880 0.069 5.8763e-05 0.99994000
717296808 Existing Customer 67 F 1 Graduate Married Less than $40K Blue 56 4 3 2 3006.0 2517 489.0 2.053 1661 32 1.000 0.837 1.6883e-04 0.99983000
712977183 Existing Customer 57 F 2 Uneducated Single $40K - $60K Silver 36 6 3 0 19482.0 1072 18410.0 0.706 1421 22 1.444 0.055 6.1645e-05 0.99994000
710829108 Existing Customer 59 F 1 Uneducated Married $40K - $60K Blue 36 4 2 3 3356.0 985 2371.0 0.350 999 28 0.556 0.294 1.8475e-04 0.99982000
779562633 Existing Customer 45 M 2 Uneducated Married $40K - $60K Blue 34 3 2 1 5771.0 2248 3523.0 1.791 1387 18 0.800 0.390 7.0576e-05 0.99993000
715315833 Existing Customer 51 M 3 Graduate Married $80K - $120K Blue 36 6 2 3 11106.0 2107 8999.0 0.948 1243 24 1.000 0.190 1.9864e-04 0.99980000
815500983 Existing Customer 59 F 1 Uneducated Married Less than $40K Blue 54 5 3 0 2890.0 2001 889.0 1.334 1860 36 1.000 0.692 6.4038e-05 0.99994000
719360583 Existing Customer 53 M 1 Graduate Married $60K - $80K Blue 45 6 2 2 3380.0 1701 1679.0 0.747 1502 25 1.273 0.503 1.0684e-04 0.99989000
709701558 Existing Customer 47 M 3 Graduate Married $60K - $80K Blue 36 2 1 2 21331.0 1251 20080.0 0.949 1460 50 1.083 0.059 5.7151e-05 0.99994000
721148358 Existing Customer 49 F 3 Uneducated Single Unknown Blue 38 6 2 1 12860.0 0 12860.0 0.646 1348 27 0.286 0.000 7.3235e-05 0.99993000
779862408 Existing Customer 49 M 3 Post-Graduate Single $80K - $120K Blue 33 3 1 0 6278.0 462 5816.0 1.161 1087 33 0.941 0.074 2.4806e-05 0.99998000
812627208 Existing Customer 60 F 0 College Single Less than $40K Blue 55 5 1 3 1438.3 738 700.3 0.782 1226 33 0.571 0.513 7.7286e-05 0.99992000
711033408 Existing Customer 50 F 2 High School Married Less than $40K Blue 36 5 1 2 9355.0 1626 7729.0 0.701 1230 28 0.867 0.174 5.3542e-05 0.99995000
779956608 Existing Customer 41 F 2 Post-Graduate Married Unknown Blue 31 6 1 3 20758.0 0 20758.0 0.688 1555 32 0.684 0.000 1.0900e-04 0.99989000
780376683 Existing Customer 57 M 1 Graduate Married $80K - $120K Blue 47 5 3 1 14612.0 1976 12636.0 1.768 1827 24 3.000 0.135 1.0182e-04 0.99990000
717912483 Existing Customer 43 M 4 Graduate Unknown $80K - $120K Blue 27 5 2 0 27259.0 0 27259.0 0.731 1376 35 0.591 0.000 4.4033e-05 0.99996000
714454758 Existing Customer 57 F 3 Graduate Married Less than $40K Blue 47 4 2 3 6347.0 1594 4753.0 0.896 1771 37 0.762 0.251 1.9864e-04 0.99980000
780466533 Existing Customer 54 M 3 Doctorate Married $120K + Blue 41 3 3 0 21592.0 1676 19916.0 1.097 1873 52 0.529 0.078 9.9638e-05 0.99990000
715735233 Existing Customer 51 F 5 Post-Graduate Married Less than $40K Blue 44 5 1 1 3449.0 1598 1851.0 0.971 1679 42 0.556 0.463 4.0349e-05 0.99996000
720476733 Existing Customer 47 F 3 High School Married Less than $40K Blue 34 2 1 2 6028.0 799 5229.0 0.819 1002 22 0.571 0.133 5.5559e-05 0.99994000
715872333 Existing Customer 41 M 0 High School Unknown $120K + Blue 36 3 2 3 18214.0 1998 16216.0 0.829 1344 21 1.100 0.110 1.5970e-04 0.99984000
712375758 Existing Customer 53 M 3 Uneducated Married $80K - $120K Blue 43 3 3 1 16393.0 1423 14970.0 1.642 1461 42 0.750 0.087 1.1574e-04 0.99988000
708868233 Attrited Customer 68 M 0 High School Married Less than $40K Blue 52 1 3 2 1438.3 900 538.3 0.743 760 21 0.615 0.626 9.9338e-01 0.00662000
718030083 Existing Customer 59 M 1 College Married $60K - $80K Blue 36 4 1 2 7871.0 1687 6184.0 1.242 1428 22 1.444 0.214 5.0261e-05 0.99995000
720707283 Existing Customer 48 M 4 Unknown Married $80K - $120K Blue 36 5 3 0 5288.0 866 4422.0 0.869 1777 42 0.750 0.164 7.6492e-05 0.99992000
771698658 Existing Customer 44 M 5 Graduate Married $60K - $80K Blue 32 4 5 3 11376.0 2006 9370.0 0.619 1302 27 0.800 0.176 3.4882e-04 0.99965000
748326258 Existing Customer 48 M 3 College Married $80K - $120K Blue 41 4 5 3 12302.0 1632 10670.0 1.509 1483 41 0.519 0.133 3.4086e-04 0.99966000
770817783 Existing Customer 47 M 4 Graduate Married $60K - $80K Silver 33 3 2 1 34516.0 1679 32837.0 0.623 1060 27 0.500 0.049 6.5045e-05 0.99993000
779353083 Existing Customer 47 M 2 Graduate Married $60K - $80K Silver 32 4 2 2 34516.0 1468 33048.0 0.505 1330 32 0.684 0.043 1.0284e-04 0.99990000
711441333 Existing Customer 43 F 1 High School Divorced Less than $40K Silver 35 3 2 2 10514.0 1580 8934.0 0.504 1229 27 0.800 0.150 9.3844e-05 0.99991000
719808558 Attrited Customer 55 F 2 Graduate Married Less than $40K Blue 43 2 4 3 1438.3 0 1438.3 0.707 886 27 0.421 0.000 9.9727e-01 0.00272694
711551958 Attrited Customer 59 M 2 Post-Graduate Married $60K - $80K Blue 46 3 3 3 1438.3 0 1438.3 0.688 844 24 0.500 0.000 9.9720e-01 0.00280059
809164083 Existing Customer 63 M 1 Graduate Married $40K - $60K Blue 56 2 1 2 2619.0 1779 840.0 1.259 1450 37 0.947 0.679 5.1697e-05 0.99995000
820596183 Existing Customer 58 M 2 College Married $120K + Blue 53 2 3 0 24407.0 2395 22012.0 1.071 2311 48 0.714 0.098 6.4511e-05 0.99994000
715999608 Existing Customer 53 F 2 High School Married Less than $40K Blue 36 4 1 2 2377.0 1649 728.0 0.930 1378 26 1.167 0.694 5.3542e-05 0.99995000
710565408 Existing Customer 59 M 0 Unknown Unknown $80K - $120K Silver 40 3 2 3 34516.0 1359 33157.0 1.327 1033 26 1.364 0.039 1.6316e-04 0.99984000
805543158 Existing Customer 52 M 3 Graduate Married $120K + Blue 47 5 3 3 11086.0 2207 8879.0 0.869 1523 40 1.105 0.199 3.1390e-04 0.99969000
709752183 Existing Customer 48 M 3 High School Single $60K - $80K Blue 36 4 2 2 11432.0 2517 8915.0 0.615 1374 37 0.762 0.220 1.1482e-04 0.99989000
716479233 Existing Customer 43 M 4 High School Married $40K - $60K Blue 36 5 3 2 13258.0 1721 11537.0 0.908 1080 21 1.333 0.130 1.8339e-04 0.99982000
713837058 Existing Customer 48 M 2 College Single Less than $40K Blue 36 3 2 3 2571.0 1955 616.0 0.531 1234 24 0.714 0.760 1.8612e-04 0.99981000
718876683 Existing Customer 43 F 4 Graduate Single Less than $40K Blue 31 5 2 0 5781.0 1168 4613.0 0.638 1600 32 0.455 0.202 4.4033e-05 0.99996000
770746908 Existing Customer 44 M 4 Unknown Married $60K - $80K Blue 30 5 1 2 7872.0 2509 5363.0 0.971 1155 32 0.882 0.319 6.3492e-05 0.99994000
794843883 Existing Customer 41 M 3 High School Married $80K - $120K Blue 35 6 1 2 34516.0 1202 33314.0 0.603 1353 33 0.737 0.035 5.5559e-05 0.99994000
803043933 Existing Customer 44 F 3 Uneducated Divorced Less than $40K Silver 38 4 1 3 11127.0 1835 9292.0 2.368 1546 25 1.273 0.165 8.9305e-05 0.99991000
758076408 Existing Customer 50 M 2 Unknown Single $40K - $60K Blue 43 2 1 3 1857.0 1603 254.0 0.579 1590 43 1.263 0.863 1.0183e-04 0.99990000
714606558 Existing Customer 60 F 1 Uneducated Married Less than $40K Blue 36 5 1 0 1913.0 1272 641.0 1.008 1448 22 1.000 0.665 1.9607e-05 0.99998000
778425408 Existing Customer 44 M 4 Graduate Single $80K - $120K Blue 24 5 3 0 3839.0 2295 1544.0 0.569 1271 24 0.714 0.598 6.9589e-05 0.99993000
714171108 Existing Customer 48 F 3 Graduate Divorced $40K - $60K Blue 39 6 2 3 2115.0 1141 974.0 0.616 1223 20 0.538 0.539 1.9864e-04 0.99980000
719662458 Existing Customer 44 F 2 Graduate Divorced Less than $40K Blue 27 5 2 2 1438.3 679 759.3 0.859 1117 29 1.071 0.472 1.1382e-04 0.99989000
713137233 Existing Customer 41 M 2 High School Single $80K - $120K Blue 28 4 3 0 27756.0 1789 25967.0 0.750 994 24 0.846 0.064 6.4505e-05 0.99994000
769425858 Existing Customer 45 M 3 College Single $60K - $80K Blue 32 4 1 2 1438.3 0 1438.3 0.810 1468 26 0.625 0.000 5.5564e-05 0.99994000
711297483 Existing Customer 47 F 2 Uneducated Divorced Less than $40K Silver 34 6 4 2 13878.0 2222 11656.0 0.853 1658 38 0.357 0.160 2.0195e-04 0.99980000
788900883 Existing Customer 51 F 2 Graduate Married Less than $40K Blue 36 3 1 3 3106.0 1304 1802.0 0.604 1368 38 0.407 0.420 9.2637e-05 0.99991000
758348808 Existing Customer 51 M 2 Graduate Married $120K + Blue 44 4 3 3 34516.0 1666 32850.0 0.613 1218 18 0.800 0.048 3.0251e-04 0.99970000
772336458 Attrited Customer 60 F 1 Uneducated Married $40K - $60K Blue 50 4 4 3 1438.3 1025 413.3 0.838 702 12 0.714 0.713 9.9717e-01 0.00282527
708711483 Existing Customer 57 M 2 Unknown Married $80K - $120K Blue 46 2 3 0 18871.0 1740 17131.0 1.727 1516 21 2.000 0.092 7.2936e-05 0.99993000
717906783 Existing Customer 41 M 5 Graduate Single $120K + Blue 29 5 2 2 5207.0 1748 3459.0 1.073 1310 26 1.000 0.336 1.1751e-04 0.99988000
719437908 Existing Customer 44 M 3 Post-Graduate Divorced $80K - $120K Blue 36 6 2 2 17965.0 1644 16321.0 0.921 1767 50 0.923 0.092 1.3897e-04 0.99986000
769433508 Existing Customer 43 M 1 College Single $60K - $80K Blue 37 6 3 3 2733.0 1819 914.0 0.767 933 25 0.923 0.666 2.7607e-04 0.99972000
790096533 Existing Customer 55 M 2 College Married $60K - $80K Blue 48 4 3 2 8863.0 1301 7562.0 1.207 1512 27 1.455 0.147 1.7488e-04 0.99983000
720997383 Attrited Customer 52 M 1 Uneducated Married $80K - $120K Blue 36 2 3 3 1857.0 1833 24.0 0.723 829 17 0.700 0.987 9.9659e-01 0.00341249
787541883 Existing Customer 44 M 3 Graduate Unknown $80K - $120K Blue 33 3 3 3 34516.0 0 34516.0 0.483 1120 27 0.350 0.000 3.1390e-04 0.99969000
709930758 Existing Customer 41 M 2 Uneducated Married $40K - $60K Blue 30 5 3 3 11107.0 1222 9885.0 0.538 1506 33 0.941 0.110 3.1104e-04 0.99969000
789830058 Existing Customer 44 M 4 Unknown Single $80K - $120K Blue 34 4 1 2 21573.0 1585 19988.0 0.621 1384 36 2.273 0.073 6.3492e-05 0.99994000
710299608 Attrited Customer 53 F 2 Unknown Married Less than $40K Blue 33 2 3 3 2859.0 2517 342.0 0.993 817 30 0.667 0.880 9.9700e-01 0.00299743
710741208 Existing Customer 39 M 2 High School Single $80K - $120K Blue 36 4 2 2 5269.0 1475 3794.0 1.148 2094 25 0.667 0.280 1.1065e-04 0.99989000
821797008 Attrited Customer 49 M 5 College Married $40K - $60K Blue 45 2 2 3 1438.3 0 1438.3 0.734 815 21 0.615 0.000 9.9482e-01 0.00518000
708874533 Attrited Customer 45 F 2 College Married Less than $40K Blue 36 1 3 2 3387.0 0 3387.0 0.789 510 24 0.600 0.000 9.9432e-01 0.00568000
715341858 Existing Customer 54 M 2 Graduate Married $80K - $120K Blue 46 6 2 3 1982.0 1289 693.0 0.939 1377 49 0.690 0.650 1.9143e-04 0.99981000
793636308 Existing Customer 49 M 3 Uneducated Single $80K - $120K Blue 43 2 2 2 4645.0 1650 2995.0 0.912 1193 33 0.650 0.355 1.2144e-04 0.99988000
713779908 Existing Customer 46 F 3 Doctorate Single Unknown Blue 36 6 3 2 2189.0 1666 523.0 0.343 1287 36 0.636 0.761 2.7008e-04 0.99973000
712125258 Attrited Customer 46 M 4 High School Married $120K + Blue 30 3 3 3 2442.0 0 2442.0 0.980 701 19 0.727 0.000 9.9677e-01 0.00323086
709703433 Existing Customer 47 M 3 Graduate Married $60K - $80K Blue 38 4 1 2 21304.0 1532 19772.0 1.018 1770 25 0.923 0.072 5.7151e-05 0.99994000
721022433 Existing Customer 44 M 2 Doctorate Single $60K - $80K Blue 36 5 1 2 7577.0 2480 5097.0 0.435 1409 35 0.167 0.327 7.9702e-05 0.99992000
710103558 Existing Customer 50 M 3 Post-Graduate Single $120K + Blue 31 4 1 2 3234.0 1486 1748.0 0.868 1354 28 0.647 0.459 6.7249e-05 0.99993000
715952883 Existing Customer 73 M 0 High School Married $40K - $60K Blue 36 5 3 2 4469.0 1125 3344.0 1.363 1765 34 1.615 0.252 1.5005e-04 0.99985000
719731458 Existing Customer 56 M 3 Unknown Unknown $40K - $60K Blue 46 6 3 4 2910.0 709 2201.0 0.538 1192 27 0.588 0.244 5.8851e-04 0.99941000
772390908 Attrited Customer 59 M 0 High School Single $40K - $60K Blue 48 2 4 3 3616.0 1054 2562.0 0.616 687 17 0.545 0.291 9.9673e-01 0.00326713
787348608 Existing Customer 70 M 0 High School Married Less than $40K Blue 56 3 2 3 3252.0 1495 1757.0 0.581 1227 15 0.875 0.460 1.5970e-04 0.99984000
709485033 Existing Customer 55 F 2 High School Married Less than $40K Blue 36 4 3 3 2358.0 1152 1206.0 0.969 1737 26 1.600 0.489 2.9408e-04 0.99971000
715432608 Existing Customer 43 M 4 Unknown Single $60K - $80K Blue 36 4 1 0 22322.0 953 21369.0 0.769 1348 34 1.125 0.043 2.3420e-05 0.99998000
799471833 Existing Customer 45 M 1 Uneducated Single $120K + Blue 39 4 2 2 3133.0 1510 1623.0 0.609 1435 38 0.462 0.482 1.0985e-04 0.99989000
714187533 Existing Customer 45 F 2 Uneducated Single $40K - $60K Blue 35 2 3 0 3540.0 849 2691.0 0.456 1321 28 0.750 0.240 6.8225e-05 0.99993000
779656908 Existing Customer 40 M 1 Graduate Married $40K - $60K Blue 23 6 3 2 6990.0 1378 5612.0 0.730 1479 29 0.611 0.197 1.6883e-04 0.99983000
788950158 Existing Customer 36 M 2 College Unknown $80K - $120K Blue 22 2 2 3 34516.0 1652 32864.0 0.854 1283 39 1.294 0.048 1.8612e-04 0.99981000
778867533 Attrited Customer 59 F 0 Post-Graduate Married $40K - $60K Blue 40 1 4 1 1438.3 0 1438.3 1.038 689 23 0.353 0.000 9.9250e-01 0.00750000
710620383 Existing Customer 43 M 4 Unknown Married $60K - $80K Blue 35 6 3 2 24396.0 1171 23225.0 0.655 965 17 1.125 0.048 2.0735e-04 0.99979000
778661358 Existing Customer 46 F 1 Unknown Married Less than $40K Blue 36 2 3 2 2474.0 2143 331.0 1.530 1541 40 1.000 0.866 1.8558e-04 0.99981000
789483333 Existing Customer 41 M 2 Uneducated Married $40K - $60K Blue 32 5 1 3 5214.0 795 4419.0 0.707 1258 23 1.300 0.152 9.5249e-05 0.99990000
809855808 Existing Customer 51 F 2 Graduate Married Less than $40K Blue 46 5 2 2 5207.0 1650 3557.0 0.708 1339 20 0.538 0.317 1.1382e-04 0.99989000
718464258 Existing Customer 51 F 3 Unknown Unknown Less than $40K Blue 25 2 2 2 9512.0 1082 8430.0 0.701 1007 22 1.444 0.114 1.2982e-04 0.99987000
708528483 Existing Customer 43 F 4 Graduate Divorced Unknown Blue 23 6 3 2 3187.0 2430 757.0 0.617 1387 33 1.357 0.762 1.8864e-04 0.99981000
771809733 Attrited Customer 64 F 0 High School Married $40K - $60K Blue 53 1 3 3 3353.0 0 3353.0 1.021 960 18 0.385 0.000 9.9605e-01 0.00394582
719942883 Existing Customer 54 M 5 Graduate Married $60K - $80K Blue 38 3 3 3 2290.0 1434 856.0 0.923 1119 18 3.500 0.626 3.1231e-04 0.99969000
807226683 Existing Customer 48 M 3 Unknown Single $40K - $60K Blue 43 6 1 3 5279.0 1115 4164.0 0.549 1642 41 0.519 0.211 1.0566e-04 0.99989000
717806133 Existing Customer 40 M 2 Uneducated Divorced $60K - $80K Blue 29 5 3 0 23603.0 0 23603.0 0.795 1382 31 1.067 0.000 6.8225e-05 0.99993000
720615708 Existing Customer 57 M 0 Uneducated Married $40K - $60K Blue 45 6 2 2 2601.0 0 2601.0 0.814 1232 32 0.684 0.000 1.0043e-04 0.99990000
714511758 Existing Customer 45 M 4 Graduate Single $80K - $120K Blue 40 4 3 0 6363.0 1029 5334.0 0.838 1542 16 1.286 0.162 6.9589e-05 0.99993000
715050408 Existing Customer 41 M 3 High School Single $80K - $120K Blue 36 4 3 3 8029.0 1576 6453.0 0.826 1094 32 0.524 0.196 3.0516e-04 0.99969000
721132233 Existing Customer 42 F 4 Uneducated Married Less than $40K Blue 31 2 2 2 2410.0 1769 641.0 0.759 1217 30 1.143 0.734 1.2274e-04 0.99988000
719211558 Attrited Customer 45 M 2 Graduate Single $60K - $80K Blue 36 1 1 2 3401.0 0 3401.0 0.898 744 18 1.000 0.000 9.8217e-01 0.01783000
712069008 Existing Customer 42 F 4 Uneducated Married Less than $40K Blue 23 4 2 0 2260.0 1007 1253.0 0.840 1614 33 0.737 0.446 4.5275e-05 0.99995000
715996983 Existing Customer 47 M 4 Uneducated Divorced $80K - $120K Blue 30 5 2 2 17682.0 2481 15201.0 1.302 1747 31 1.214 0.140 1.2274e-04 0.99988000
773466258 Existing Customer 48 F 4 High School Married $40K - $60K Blue 42 3 1 3 4206.0 1100 3106.0 0.587 1144 22 1.000 0.262 9.4447e-05 0.99991000
798983508 Existing Customer 43 M 1 Graduate Single $80K - $120K Silver 37 4 3 2 34516.0 1440 33076.0 1.117 1575 34 2.400 0.042 1.5255e-04 0.99985000
719117433 Existing Customer 41 M 4 High School Unknown $80K - $120K Blue 36 4 3 0 23018.0 2168 20850.0 0.859 1463 24 1.667 0.094 6.7650e-05 0.99993000
716451183 Existing Customer 54 F 1 Uneducated Married $40K - $60K Blue 44 5 2 3 5556.0 1711 3845.0 1.434 1706 21 1.625 0.308 1.8475e-04 0.99982000
718621608 Attrited Customer 54 F 2 High School Married Unknown Blue 44 3 3 1 6094.0 0 6094.0 1.129 909 14 0.273 0.000 9.9061e-01 0.00939000
715085733 Existing Customer 61 M 0 Graduate Married $40K - $60K Blue 52 3 1 2 2939.0 1999 940.0 2.145 2434 33 1.538 0.680 4.7263e-05 0.99995000
788977833 Existing Customer 61 M 0 Uneducated Married $80K - $120K Blue 48 2 1 0 5362.0 1274 4088.0 1.015 1876 41 0.783 0.238 1.7925e-05 0.99998000
720272958 Attrited Customer 48 M 2 High School Married $120K + Blue 36 3 3 3 27126.0 0 27126.0 0.953 1000 25 0.786 0.000 9.9661e-01 0.00338788
708421833 Existing Customer 45 F 4 Graduate Single Less than $40K Blue 36 6 3 2 3342.0 2517 825.0 0.771 1139 30 0.765 0.753 1.8864e-04 0.99981000
709173108 Attrited Customer 54 F 4 Graduate Married Unknown Blue 40 6 2 2 2532.0 2221 311.0 0.491 799 21 0.235 0.877 9.9169e-01 0.00831000
709879458 Existing Customer 54 F 3 Doctorate Married Unknown Blue 46 2 2 3 1900.0 1376 524.0 0.890 1881 45 0.607 0.724 2.8744e-04 0.99971000
715120608 Existing Customer 44 M 3 Graduate Single $60K - $80K Blue 37 2 3 2 14546.0 1703 12843.0 0.955 1273 27 0.588 0.117 1.8665e-04 0.99981000
770632758 Existing Customer 50 F 4 Doctorate Single Unknown Blue 36 2 3 2 2521.0 1608 913.0 0.587 1328 33 0.571 0.638 2.7297e-04 0.99973000
779078733 Existing Customer 55 M 2 Doctorate Married $60K - $80K Blue 36 3 4 3 16427.0 1682 14745.0 0.631 1579 36 1.118 0.102 5.2896e-04 0.99947000
771742533 Existing Customer 48 M 2 Graduate Unknown $40K - $60K Blue 36 5 1 2 13068.0 1718 11350.0 0.607 937 28 0.556 0.131 5.5077e-05 0.99994000
720250158 Existing Customer 45 M 2 College Single $60K - $80K Blue 33 6 3 0 23218.0 1814 21404.0 1.178 1749 37 2.083 0.078 6.4511e-05 0.99994000
716458983 Existing Customer 60 M 0 High School Married $40K - $60K Blue 36 5 1 3 3281.0 837 2444.0 1.859 1424 29 1.417 0.255 7.7279e-05 0.99992000
713747733 Existing Customer 55 M 2 High School Married $40K - $60K Blue 47 5 3 2 3096.0 2217 879.0 0.799 2011 41 0.783 0.716 1.7486e-04 0.99983000
712270158 Existing Customer 62 F 0 High School Married $40K - $60K Blue 52 5 2 3 2052.0 1250 802.0 0.728 1208 31 0.632 0.609 1.5970e-04 0.99984000
789562383 Existing Customer 38 F 1 High School Unknown Less than $40K Blue 30 2 3 0 1438.3 583 855.3 0.888 1259 24 1.000 0.405 6.0547e-05 0.99994000
754897008 Existing Customer 46 M 3 High School Single $40K - $60K Blue 39 2 3 2 9432.0 1418 8014.0 0.612 1319 26 0.368 0.150 1.8145e-04 0.99982000
819700533 Existing Customer 50 M 0 High School Single $120K + Silver 45 5 2 3 14938.0 2303 12635.0 0.804 949 27 2.000 0.154 1.4430e-04 0.99986000
712890408 Existing Customer 45 M 2 Uneducated Married $60K - $80K Blue 36 5 3 2 2221.0 1343 878.0 0.869 1338 30 1.308 0.605 1.8494e-04 0.99982000
720248208 Existing Customer 47 M 3 Post-Graduate Divorced $60K - $80K Blue 37 6 3 0 5731.0 1577 4154.0 0.657 1554 26 0.444 0.275 8.1018e-05 0.99992000
779749908 Existing Customer 48 M 4 College Married $60K - $80K Gold 33 2 2 3 34516.0 2061 32455.0 0.722 1350 32 0.455 0.060 2.2488e-04 0.99978000
717401883 Existing Customer 35 M 3 Uneducated Married $60K - $80K Blue 22 5 2 2 6985.0 1130 5855.0 0.963 1694 44 0.760 0.162 1.2144e-04 0.99988000
721509558 Existing Customer 51 M 2 Graduate Married $120K + Blue 42 3 3 0 24221.0 1707 22514.0 0.816 1678 40 0.538 0.070 6.6354e-05 0.99993000
710572458 Existing Customer 36 F 3 High School Married Unknown Blue 24 4 1 1 15439.0 0 15439.0 0.742 2069 43 0.536 0.000 3.3505e-05 0.99997000
714576183 Existing Customer 47 M 4 Graduate Single $80K - $120K Blue 36 6 3 2 21637.0 2030 19607.0 0.776 1222 23 0.438 0.094 1.8864e-04 0.99981000
721425558 Existing Customer 52 M 2 Graduate Single $120K + Blue 37 2 3 2 14543.0 0 14543.0 0.788 1536 37 0.423 0.000 1.7987e-04 0.99982000
711109908 Existing Customer 43 F 4 Uneducated Married Less than $40K Blue 36 2 1 1 9684.0 2475 7209.0 0.697 1400 31 2.100 0.256 3.5816e-05 0.99996000
715203108 Existing Customer 63 M 2 High School Married $40K - $60K Blue 36 2 2 2 5007.0 930 4077.0 0.885 1050 28 1.154 0.186 1.1065e-04 0.99989000
710027508 Existing Customer 61 M 0 Graduate Married $60K - $80K Blue 54 3 2 0 1616.0 1047 569.0 0.984 1389 33 1.200 0.648 3.6029e-05 0.99996000
787464408 Existing Customer 53 M 2 Uneducated Single $60K - $80K Blue 40 5 2 2 19116.0 0 19116.0 0.656 1184 29 0.611 0.000 1.1703e-04 0.99988000
783542133 Existing Customer 53 F 3 Graduate Married Less than $40K Blue 47 5 6 2 2759.0 2223 536.0 1.320 2093 42 1.000 0.806 1.4734e-04 0.99985000
708330858 Attrited Customer 57 M 3 Graduate Married $120K + Blue 38 2 3 3 8249.0 1381 6868.0 0.798 678 11 0.833 0.167 9.9683e-01 0.00317458
714426783 Existing Customer 38 F 2 Graduate Single Unknown Blue 31 2 3 2 14041.0 2154 11887.0 1.084 1467 29 1.417 0.153 1.7987e-04 0.99982000
712701333 Existing Customer 53 M 3 High School Married $60K - $80K Blue 43 5 3 2 5264.0 2169 3095.0 0.374 1219 27 0.500 0.412 1.8145e-04 0.99982000
709494483 Existing Customer 63 F 0 Unknown Married Less than $40K Blue 54 4 2 1 2420.0 1912 508.0 1.256 1730 36 0.565 0.790 6.4745e-05 0.99994000
773373108 Existing Customer 49 F 4 High School Married Less than $40K Blue 43 4 2 0 2826.0 2070 756.0 0.541 1025 28 0.647 0.732 4.2806e-05 0.99996000
715812258 Existing Customer 45 M 2 High School Married $80K - $120K Blue 34 5 5 2 12518.0 1539 10979.0 0.645 1165 33 0.833 0.123 1.9530e-04 0.99980000
778286433 Existing Customer 67 M 0 Graduate Married $40K - $60K Blue 56 4 2 1 5876.0 1297 4579.0 1.012 2133 55 0.719 0.221 5.8902e-05 0.99994000
789270033 Existing Customer 48 M 3 Graduate Single $80K - $120K Silver 37 3 2 3 34516.0 0 34516.0 0.448 1122 13 0.182 0.000 1.7949e-04 0.99982000
711569433 Existing Customer 51 F 2 Uneducated Divorced Less than $40K Blue 38 4 1 2 9648.0 1926 7722.0 0.549 1083 22 1.750 0.200 5.6630e-05 0.99994000
720214833 Existing Customer 52 M 2 High School Single $80K - $120K Silver 40 3 3 3 34516.0 2177 32339.0 1.320 1234 23 1.875 0.063 2.6573e-04 0.99973000
709346133 Existing Customer 55 F 2 Uneducated Married Unknown Blue 35 3 3 0 3025.0 2376 649.0 1.252 1277 23 1.875 0.785 6.8225e-05 0.99993000
788194458 Existing Customer 34 M 3 High School Married $60K - $80K Blue 26 4 3 3 3265.0 2517 748.0 0.952 1843 35 0.944 0.771 3.0516e-04 0.99969000
720779733 Existing Customer 56 M 1 Uneducated Married $120K + Blue 36 3 2 2 6041.0 1355 4686.0 0.685 1747 49 0.581 0.224 1.0985e-04 0.99989000
717424458 Existing Customer 44 F 2 Post-Graduate Married Less than $40K Blue 36 3 3 2 2293.0 1823 470.0 0.617 1166 22 1.444 0.795 2.1165e-04 0.99979000
708820308 Existing Customer 47 M 3 Post-Graduate Unknown $80K - $120K Blue 36 6 2 2 13399.0 2505 10894.0 0.627 1326 31 0.824 0.187 1.3897e-04 0.99986000
710558058 Existing Customer 46 F 3 Unknown Married Less than $40K Blue 38 4 3 3 4317.0 2517 1800.0 0.944 1619 36 1.000 0.583 3.4503e-04 0.99965000
770590758 Existing Customer 43 F 3 Graduate Single $40K - $60K Blue 29 5 2 0 3378.0 1069 2309.0 0.581 1285 16 0.333 0.316 4.3568e-05 0.99996000
718490658 Existing Customer 50 F 1 Graduate Single Less than $40K Blue 36 4 1 3 5012.0 2242 2770.0 0.816 1142 28 1.000 0.447 8.6952e-05 0.99991000
711985833 Existing Customer 38 F 4 Uneducated Single Less than $40K Blue 30 4 1 0 2569.0 1605 964.0 0.574 1190 46 0.643 0.625 2.1907e-05 0.99998000
708967608 Existing Customer 53 F 1 Graduate Single Less than $40K Blue 45 3 1 2 3471.0 1785 1686.0 1.051 1052 24 0.714 0.514 5.1697e-05 0.99995000
718505958 Existing Customer 43 M 5 Graduate Divorced $120K + Silver 31 5 3 3 34516.0 1699 32817.0 0.771 1628 38 0.727 0.049 2.8220e-04 0.99972000
715024233 Existing Customer 53 M 1 High School Married $120K + Blue 36 6 3 2 3312.0 1844 1468.0 0.986 1740 32 0.882 0.557 1.6413e-04 0.99984000
779249583 Existing Customer 56 F 1 Graduate Married Less than $40K Blue 38 4 3 3 2578.0 2462 116.0 1.707 1378 29 0.812 0.955 2.8395e-04 0.99972000
709278258 Attrited Customer 54 M 2 Unknown Married $40K - $60K Blue 44 4 3 2 2902.0 2517 385.0 0.821 996 26 0.444 0.867 9.9497e-01 0.00503000
778928283 Existing Customer 57 F 3 High School Married Less than $40K Blue 39 3 2 1 2742.0 2321 421.0 1.315 1389 32 0.600 0.846 6.9242e-05 0.99993000
712299858 Existing Customer 62 M 1 High School Married Less than $40K Blue 53 5 3 3 2077.0 1571 506.0 1.031 1365 38 1.000 0.756 2.7604e-04 0.99972000
799224108 Existing Customer 46 F 4 Graduate Single Less than $40K Blue 40 5 1 2 6265.0 1942 4323.0 1.027 1715 43 0.870 0.310 5.7762e-05 0.99994000
809976033 Existing Customer 49 M 2 Uneducated Married $60K - $80K Blue 44 6 3 0 7819.0 1560 6259.0 0.827 1582 25 0.786 0.200 6.8225e-05 0.99993000
716203308 Existing Customer 52 M 3 Graduate Single $80K - $120K Blue 42 6 3 3 2731.0 1692 1039.0 0.620 1220 22 0.692 0.620 3.1390e-04 0.99969000
714871683 Attrited Customer 58 M 1 Uneducated Married $40K - $60K Blue 36 2 4 3 1438.3 537 901.3 0.819 715 13 0.182 0.373 9.9717e-01 0.00282527
716139933 Existing Customer 54 M 0 High School Married $80K - $120K Blue 36 3 1 2 16286.0 1710 14576.0 1.223 2552 49 1.227 0.105 4.5946e-05 0.99995000
716984658 Existing Customer 49 M 1 Graduate Married $120K + Blue 39 3 2 3 34516.0 0 34516.0 0.507 1106 31 0.938 0.000 1.7969e-04 0.99982000
713086008 Existing Customer 58 F 3 High School Married Less than $40K Blue 47 6 1 0 2609.0 2439 170.0 1.269 1731 34 1.833 0.935 2.0494e-05 0.99998000
713773458 Existing Customer 52 M 2 High School Single $60K - $80K Blue 45 5 3 2 7567.0 1173 6394.0 0.541 1435 32 0.600 0.155 1.7486e-04 0.99983000
719242533 Existing Customer 41 M 5 High School Married $60K - $80K Blue 33 5 3 3 22770.0 2517 20253.0 0.994 1882 38 0.652 0.111 3.0361e-04 0.99970000
772712658 Existing Customer 62 F 0 Uneducated Married Less than $40K Blue 50 5 1 2 3791.0 1648 2143.0 1.227 2058 34 0.789 0.435 4.8595e-05 0.99995000
788868858 Existing Customer 54 M 2 Graduate Married Less than $40K Blue 39 4 4 2 2702.0 2517 185.0 1.019 1658 32 1.462 0.932 2.1738e-04 0.99978000
811898133 Existing Customer 40 F 3 High School Divorced Less than $40K Blue 35 3 1 3 2555.0 2117 438.0 1.049 1334 32 0.600 0.829 9.3448e-05 0.99991000
788808633 Existing Customer 43 M 3 Graduate Married $80K - $120K Blue 26 5 3 2 2355.0 1090 1265.0 0.751 1441 29 0.812 0.463 1.8665e-04 0.99981000
779804208 Existing Customer 53 F 2 Graduate Single $40K - $60K Blue 42 6 2 0 5332.0 0 5332.0 0.939 1371 39 1.167 0.000 4.1986e-05 0.99996000
781391058 Existing Customer 55 M 1 Uneducated Single $40K - $60K Blue 49 6 3 2 1443.0 1375 68.0 0.683 1991 38 0.583 0.953 1.7360e-04 0.99983000
790134408 Existing Customer 46 M 4 Graduate Single $60K - $80K Blue 39 6 2 3 10741.0 755 9986.0 1.166 1278 22 1.444 0.070 2.0077e-04 0.99980000
788853258 Existing Customer 41 M 1 Uneducated Married $60K - $80K Blue 25 3 2 0 7984.0 1503 6481.0 0.797 1734 39 1.167 0.188 4.0521e-05 0.99996000
711857733 Existing Customer 49 M 3 Uneducated Single $60K - $80K Blue 32 3 2 2 18584.0 2517 16067.0 0.703 1330 34 1.125 0.135 1.2144e-04 0.99988000
822969858 Existing Customer 61 F 0 Graduate Married Unknown Blue 56 4 1 3 5585.0 1465 4120.0 1.503 1787 31 0.722 0.262 7.9494e-05 0.99992000
719554758 Existing Customer 46 M 2 Uneducated Married $80K - $120K Blue 38 6 3 2 34516.0 2165 32351.0 0.837 1672 32 0.524 0.063 1.8494e-04 0.99982000
711643458 Existing Customer 50 F 1 Uneducated Married Less than $40K Blue 43 6 3 4 1438.3 0 1438.3 1.068 1439 41 1.050 0.000 4.9800e-04 0.99950000
788830683 Existing Customer 40 M 2 Graduate Single $80K - $120K Blue 24 5 1 0 2478.0 2031 447.0 1.284 1558 31 0.938 0.820 2.0316e-05 0.99998000
807030858 Existing Customer 51 M 4 High School Single $120K + Blue 46 6 3 3 34516.0 2274 32242.0 0.788 1795 47 0.679 0.066 3.0842e-04 0.99969000
793059108 Existing Customer 50 F 2 Graduate Married $40K - $60K Blue 44 6 2 3 2339.0 1440 899.0 0.431 893 22 0.375 0.616 1.9143e-04 0.99981000
716568708 Existing Customer 47 F 2 Graduate Married Less than $40K Blue 36 6 3 2 2726.0 0 2726.0 0.844 1099 27 0.588 0.000 1.7987e-04 0.99982000
828281733 Existing Customer 43 M 4 Unknown Married $120K + Blue 39 3 3 3 14881.0 848 14033.0 0.762 1408 23 1.091 0.057 3.4872e-04 0.99965000
717229158 Existing Customer 36 F 4 Graduate Married $40K - $60K Blue 36 6 3 3 1628.0 969 659.0 0.999 1893 15 2.750 0.595 3.1726e-04 0.99968000
715915458 Existing Customer 47 F 2 Graduate Married Less than $40K Blue 34 5 2 2 3156.0 1644 1512.0 1.052 1151 31 1.385 0.521 1.1382e-04 0.99989000
819129858 Existing Customer 46 F 2 Graduate Single Less than $40K Blue 41 5 3 0 4745.0 1270 3475.0 0.930 1519 31 0.938 0.268 6.6354e-05 0.99993000
713441958 Existing Customer 46 M 2 High School Married $120K + Blue 36 5 3 2 19727.0 1785 17942.0 0.572 1245 25 0.786 0.090 1.7486e-04 0.99983000
719091333 Existing Customer 52 M 0 Uneducated Married $60K - $80K Blue 36 3 3 2 22720.0 793 21927.0 0.685 1102 27 0.286 0.035 1.5871e-04 0.99984000
708666258 Existing Customer 43 M 4 Unknown Married $40K - $60K Blue 36 5 3 0 8129.0 1799 6330.0 0.566 1402 33 0.737 0.221 7.6492e-05 0.99992000
714914583 Existing Customer 40 F 4 Graduate Single Less than $40K Blue 27 6 2 3 3751.0 1521 2230.0 0.974 1060 30 1.308 0.405 2.0077e-04 0.99980000
714363858 Existing Customer 54 F 4 High School Married Less than $40K Blue 36 3 5 3 1594.0 1411 183.0 0.817 1459 35 1.188 0.885 3.4447e-04 0.99966000
721347408 Existing Customer 55 F 1 High School Single Less than $40K Blue 43 4 2 0 2569.0 1403 1166.0 0.886 1456 39 0.444 0.546 3.8311e-05 0.99996000
809608533 Existing Customer 49 F 4 Post-Graduate Single Unknown Blue 44 6 3 2 18206.0 1586 16620.0 0.921 1439 48 1.000 0.087 2.2196e-04 0.99978000
772047183 Existing Customer 45 M 4 High School Married $40K - $60K Blue 34 6 3 3 3104.0 1766 1338.0 0.828 1353 24 1.182 0.569 3.0842e-04 0.99969000
714217908 Existing Customer 49 M 3 Graduate Married $40K - $60K Blue 41 5 3 2 2406.0 1560 846.0 0.751 1173 32 0.391 0.648 1.8665e-04 0.99981000
714819183 Existing Customer 63 M 1 Uneducated Married $80K - $120K Blue 36 5 2 3 24571.0 1955 22616.0 1.174 1746 28 1.000 0.080 1.8475e-04 0.99982000
716455683 Existing Customer 40 F 3 High School Single Less than $40K Gold 36 3 2 3 15534.0 726 14808.0 0.556 1279 28 0.867 0.047 2.2248e-04 0.99978000
710865633 Existing Customer 41 F 2 Graduate Married Less than $40K Silver 33 4 2 0 12301.0 2250 10051.0 0.484 1307 29 0.261 0.183 3.7937e-05 0.99996000
752952108 Existing Customer 37 M 4 Graduate Married $80K - $120K Blue 26 6 2 3 2846.0 1818 1028.0 0.711 1473 37 1.176 0.639 2.0077e-04 0.99980000
712595433 Existing Customer 58 M 2 Uneducated Unknown $120K + Blue 49 6 2 3 9788.0 1794 7994.0 0.778 1805 37 0.762 0.183 1.9683e-04 0.99980000
714982383 Existing Customer 55 M 2 High School Married $60K - $80K Blue 36 4 3 3 7231.0 2381 4850.0 0.996 1421 23 1.300 0.329 2.9408e-04 0.99971000
813814008 Existing Customer 53 F 1 High School Married Less than $40K Blue 48 6 3 2 2324.0 1576 748.0 0.728 1272 37 1.312 0.678 1.6413e-04 0.99984000
794545983 Existing Customer 57 M 2 Graduate Married $80K - $120K Blue 40 3 2 3 12208.0 1980 10228.0 0.616 1409 34 0.619 0.162 1.9143e-04 0.99981000
708288108 Attrited Customer 43 M 4 Post-Graduate Unknown $80K - $120K Blue 30 2 5 3 5639.0 1547 4092.0 1.087 647 15 0.364 0.274 9.9761e-01 0.00239178
715585158 Existing Customer 58 M 1 Graduate Married $60K - $80K Blue 46 3 3 2 10021.0 1617 8404.0 0.578 1275 25 0.667 0.161 1.6883e-04 0.99983000
810449883 Existing Customer 64 M 0 Unknown Married Less than $40K Blue 56 6 1 0 2215.0 1915 300.0 0.794 1270 27 0.588 0.865 1.9163e-05 0.99998000
789863208 Existing Customer 54 F 2 Graduate Married Less than $40K Blue 44 3 2 3 2027.0 1480 547.0 0.979 1702 37 0.947 0.730 1.9143e-04 0.99981000
715022133 Existing Customer 53 M 2 Graduate Married $60K - $80K Blue 47 6 2 2 6363.0 1162 5201.0 0.644 1256 26 1.000 0.183 1.1382e-04 0.99989000
712506708 Existing Customer 39 F 3 College Single Less than $40K Blue 25 6 1 2 3920.0 2008 1912.0 0.944 3178 53 0.656 0.512 5.5564e-05 0.99994000
715699983 Existing Customer 56 M 3 High School Married $60K - $80K Blue 36 5 1 3 9226.0 1233 7993.0 1.521 1626 29 1.636 0.134 9.3448e-05 0.99991000
818942433 Existing Customer 54 F 4 Unknown Divorced Less than $40K Blue 49 6 1 1 9376.0 1288 8088.0 0.597 1562 33 0.500 0.137 3.8289e-05 0.99996000
712459233 Existing Customer 59 F 1 Post-Graduate Married $40K - $60K Blue 46 5 3 3 1944.0 1346 598.0 1.052 1960 57 0.727 0.692 3.3411e-04 0.99967000
716545383 Existing Customer 42 M 3 Uneducated Single $40K - $60K Blue 36 3 1 0 9599.0 1554 8045.0 1.087 1154 38 1.235 0.162 2.1676e-05 0.99998000
721144383 Existing Customer 42 M 4 Graduate Married $60K - $80K Silver 28 5 1 2 28202.0 843 27359.0 0.637 1629 38 0.727 0.030 5.2192e-05 0.99995000
821837958 Existing Customer 43 M 3 College Unknown $80K - $120K Blue 39 3 3 1 24850.0 1662 23188.0 0.693 1226 25 0.923 0.067 1.0944e-04 0.99989000
804359133 Existing Customer 55 M 0 High School Married $120K + Blue 49 5 3 3 3805.0 2233 1572.0 1.095 1743 27 0.929 0.587 2.5237e-04 0.99975000
713308683 Existing Customer 52 M 1 Uneducated Single $80K - $120K Blue 37 5 2 2 2733.0 1306 1427.0 0.791 1139 39 0.444 0.478 1.0985e-04 0.99989000
788780958 Existing Customer 46 M 1 Uneducated Unknown $40K - $60K Blue 27 6 3 3 12781.0 1253 11528.0 0.638 1073 21 0.400 0.098 2.9196e-04 0.99971000
717354558 Attrited Customer 57 M 2 Uneducated Married $120K + Blue 40 3 3 3 3106.0 1120 1986.0 1.045 683 17 0.700 0.361 9.9680e-01 0.00320374
798473808 Existing Customer 48 M 3 College Married $80K - $120K Blue 42 3 3 0 7477.0 0 7477.0 0.511 1159 32 0.684 0.000 6.6941e-05 0.99993000
712372158 Existing Customer 45 M 4 Unknown Married $120K + Blue 33 6 1 3 34516.0 2086 32430.0 0.986 1859 47 0.958 0.060 1.0679e-04 0.99989000
715192308 Existing Customer 48 M 2 High School Married $120K + Blue 36 6 5 2 29963.0 2094 27869.0 0.648 1205 28 0.867 0.070 1.9530e-04 0.99980000
708813033 Existing Customer 47 M 1 Graduate Single $40K - $60K Blue 36 5 3 0 6509.0 2033 4476.0 0.830 1409 37 0.370 0.312 6.2282e-05 0.99994000
714639783 Attrited Customer 42 M 3 College Married $60K - $80K Blue 34 3 3 3 13450.0 0 13450.0 0.742 1000 18 0.059 0.000 9.9674e-01 0.00326498
709311633 Existing Customer 41 M 2 Graduate Unknown $60K - $80K Silver 36 6 2 0 27000.0 0 27000.0 0.610 1209 39 0.300 0.000 3.7937e-05 0.99996000
709470858 Existing Customer 51 M 4 College Married $120K + Silver 31 5 2 1 34516.0 1254 33262.0 0.869 1366 25 0.786 0.036 6.3239e-05 0.99994000
717292758 Existing Customer 55 F 2 Graduate Single Less than $40K Blue 47 5 3 2 6347.0 0 6347.0 0.466 1161 44 0.375 0.000 1.7987e-04 0.99982000
779241783 Existing Customer 67 M 1 Uneducated Married $40K - $60K Blue 49 4 3 2 3106.0 1675 1431.0 0.781 1512 38 0.407 0.539 1.7360e-04 0.99983000
715205358 Existing Customer 39 M 1 Graduate Married $60K - $80K Blue 31 4 1 1 2536.0 913 1623.0 1.059 1750 35 1.333 0.360 3.1176e-05 0.99997000
778871508 Existing Customer 54 M 3 Post-Graduate Single $60K - $80K Blue 35 6 3 0 13048.0 1954 11094.0 1.139 1170 24 0.846 0.150 8.1018e-05 0.99992000
779462433 Existing Customer 55 F 2 Unknown Married Less than $40K Blue 37 3 3 1 2453.0 968 1485.0 1.081 2218 50 0.613 0.395 1.1924e-04 0.99988000
710147958 Existing Customer 47 M 3 High School Married $40K - $60K Silver 36 3 2 2 16138.0 1249 14889.0 1.010 1198 33 0.833 0.077 1.0374e-04 0.99990000
709864833 Existing Customer 49 M 2 Post-Graduate Married $60K - $80K Blue 38 3 2 0 8077.0 1965 6112.0 0.637 1329 26 0.444 0.243 4.9404e-05 0.99995000
778868958 Attrited Customer 42 F 2 Graduate Married Less than $40K Blue 23 3 3 3 1929.0 1673 256.0 0.835 857 36 1.118 0.867 9.9671e-01 0.00329379
717276708 Existing Customer 57 M 2 Unknown Single $80K - $120K Blue 36 3 3 2 3127.0 2517 610.0 0.589 1470 30 1.143 0.805 1.9771e-04 0.99980000
710004933 Existing Customer 44 M 5 Uneducated Married $60K - $80K Blue 36 3 3 2 8645.0 1454 7191.0 0.708 1435 25 1.778 0.168 1.9094e-04 0.99981000
753606108 Existing Customer 56 M 3 Unknown Single $60K - $80K Blue 49 3 1 3 1438.3 0 1438.3 0.503 1093 22 0.833 0.000 1.0566e-04 0.99989000
710940183 Attrited Customer 49 F 3 Graduate Married Less than $40K Blue 38 6 3 2 2185.0 0 2185.0 0.727 715 20 0.818 0.000 9.9467e-01 0.00533000
718927533 Existing Customer 45 M 3 Graduate Single $80K - $120K Blue 32 5 2 2 24487.0 2517 21970.0 0.912 1512 42 0.909 0.103 1.1811e-04 0.99988000
719337408 Existing Customer 63 M 0 High School Married $60K - $80K Blue 36 6 2 3 2567.0 0 2567.0 1.636 2399 43 0.955 0.000 1.5970e-04 0.99984000
772308408 Existing Customer 44 M 3 Graduate Single $80K - $120K Blue 33 6 3 3 4131.0 785 3346.0 0.543 906 22 1.200 0.190 3.1390e-04 0.99969000
712981383 Existing Customer 44 F 4 College Married Less than $40K Silver 37 3 2 2 10790.0 1930 8860.0 0.750 1052 16 1.286 0.179 1.0486e-04 0.99990000
790099758 Existing Customer 40 M 3 High School Married $40K - $60K Blue 33 4 3 3 6884.0 1001 5883.0 0.786 975 11 0.833 0.145 3.0516e-04 0.99969000
709547658 Attrited Customer 39 M 2 Uneducated Single $60K - $80K Blue 36 5 3 3 13961.0 1299 12662.0 0.842 783 20 0.667 0.093 9.9680e-01 0.00320374
778770783 Existing Customer 42 M 4 High School Married $80K - $120K Blue 30 6 1 0 29801.0 1916 27885.0 0.781 990 21 0.909 0.064 2.0713e-05 0.99998000
713134458 Existing Customer 54 M 3 High School Married $120K + Blue 43 4 1 1 13219.0 0 13219.0 0.576 1097 24 0.500 0.000 3.3505e-05 0.99997000
712159083 Attrited Customer 58 F 4 Unknown Married Less than $40K Blue 46 2 3 3 2536.0 0 2536.0 0.917 901 35 0.522 0.000 9.9714e-01 0.00285845
713639958 Existing Customer 46 F 4 Graduate Divorced Less than $40K Blue 36 5 3 1 9478.0 820 8658.0 0.640 1327 41 0.864 0.087 1.1377e-04 0.99989000
771180033 Existing Customer 47 F 4 Unknown Divorced $40K - $60K Blue 34 6 1 2 3502.0 1851 1651.0 2.023 1814 31 0.722 0.529 6.3492e-05 0.99994000
717916758 Existing Customer 67 F 0 Unknown Married Unknown Blue 56 4 3 3 10509.0 2388 8121.0 0.777 1365 34 1.429 0.227 2.8535e-04 0.99971000
711089733 Existing Customer 50 F 2 College Divorced Less than $40K Blue 36 3 3 0 1491.0 0 1491.0 0.876 1058 34 0.889 0.000 6.4511e-05 0.99994000
716988633 Existing Customer 55 M 0 High School Divorced $60K - $80K Blue 46 6 1 2 9734.0 0 9734.0 0.785 1476 38 0.900 0.000 4.5946e-05 0.99995000
779031033 Existing Customer 46 F 2 Graduate Married $40K - $60K Blue 22 6 1 3 2305.0 1627 678.0 0.747 1230 36 0.565 0.706 9.2637e-05 0.99991000
716302383 Existing Customer 47 F 4 Uneducated Married $40K - $60K Blue 36 3 1 3 14241.0 2081 12160.0 0.909 1581 44 0.833 0.146 9.9893e-05 0.99990000
718281408 Existing Customer 36 F 2 Unknown Married $40K - $60K Blue 25 3 1 2 4789.0 1257 3532.0 1.134 1534 29 0.933 0.262 6.0540e-05 0.99994000
721333233 Existing Customer 40 M 4 Doctorate Divorced $60K - $80K Blue 34 4 2 3 23138.0 1727 21411.0 0.693 1612 39 1.438 0.075 2.9051e-04 0.99971000
794496033 Existing Customer 57 M 2 Unknown Single $80K - $120K Blue 38 6 1 3 23008.0 2280 20728.0 0.674 1302 36 0.636 0.099 1.0183e-04 0.99990000
710519433 Existing Customer 48 M 1 Unknown Divorced $80K - $120K Blue 36 3 1 0 3131.0 2517 614.0 0.602 1439 40 0.481 0.804 2.0961e-05 0.99998000
814995933 Existing Customer 58 F 3 Graduate Married Less than $40K Blue 53 5 3 2 5798.0 1794 4004.0 0.564 1724 45 0.452 0.309 1.8665e-04 0.99981000
721469433 Existing Customer 48 M 3 Graduate Single $40K - $60K Blue 36 5 2 3 6880.0 1390 5490.0 1.205 1784 35 0.944 0.202 1.9864e-04 0.99980000
788386908 Existing Customer 48 M 3 Graduate Unknown $80K - $120K Platinum 41 3 2 2 34516.0 1531 32985.0 0.862 1156 29 1.071 0.044 2.0517e-04 0.99979000
717198633 Existing Customer 53 F 2 College Married $40K - $60K Blue 34 6 2 1 2075.0 1469 606.0 1.322 2556 49 1.130 0.708 6.6734e-05 0.99993000
767695083 Existing Customer 50 M 2 Graduate Married $80K - $120K Blue 44 3 3 0 4589.0 0 4589.0 0.845 1590 37 0.370 0.000 6.6354e-05 0.99993000
711791583 Attrited Customer 52 F 1 Graduate Single Less than $40K Blue 40 1 2 2 2317.0 0 2317.0 1.005 884 19 0.727 0.000 9.9073e-01 0.00927000
712315683 Attrited Customer 53 F 2 Uneducated Single Less than $40K Blue 45 1 1 1 1981.0 1518 463.0 1.019 973 25 0.923 0.766 9.7155e-01 0.02845000
710038008 Existing Customer 56 F 1 Graduate Single $40K - $60K Blue 47 3 2 1 6038.0 0 6038.0 0.741 1447 30 0.875 0.000 6.4428e-05 0.99994000
789129033 Existing Customer 44 M 5 Unknown Single $80K - $120K Blue 32 5 3 2 14910.0 877 14033.0 0.772 1150 26 0.625 0.059 2.0412e-04 0.99980000
718349058 Existing Customer 49 M 3 High School Married $80K - $120K Blue 39 3 3 2 29659.0 1143 28516.0 0.512 1193 21 0.615 0.039 1.8145e-04 0.99982000
789842283 Attrited Customer 54 M 2 Graduate Married $60K - $80K Blue 42 3 3 2 4320.0 0 4320.0 0.967 706 21 0.500 0.000 9.9447e-01 0.00553000
714513033 Existing Customer 39 F 1 Unknown Single $40K - $60K Blue 36 6 1 3 11213.0 0 11213.0 0.563 1257 23 0.643 0.000 9.5577e-05 0.99990000
714717483 Existing Customer 39 F 3 Uneducated Divorced Unknown Blue 29 5 1 2 26181.0 0 26181.0 0.913 1303 35 0.750 0.000 5.8763e-05 0.99994000
714900408 Existing Customer 41 F 4 High School Single Less than $40K Blue 31 3 1 0 5773.0 0 5773.0 0.670 1306 39 0.500 0.000 2.0713e-05 0.99998000
719418933 Attrited Customer 53 M 2 Uneducated Married $80K - $120K Blue 36 1 3 3 4503.0 0 4503.0 0.659 748 20 0.429 0.000 9.9680e-01 0.00320374
720115683 Existing Customer 47 M 3 Uneducated Married $80K - $120K Blue 36 6 2 2 29770.0 1565 28205.0 0.674 1774 42 2.000 0.053 1.2144e-04 0.99988000
779504058 Existing Customer 46 F 2 Post-Graduate Married Less than $40K Blue 28 5 1 1 5014.0 1910 3104.0 0.863 1209 25 1.500 0.381 3.9082e-05 0.99996000
795979833 Existing Customer 53 F 1 High School Married Less than $40K Blue 47 6 1 2 3445.0 1074 2371.0 0.670 1074 31 0.632 0.312 5.0256e-05 0.99995000
717392358 Existing Customer 60 M 1 Graduate Married $80K - $120K Blue 50 6 2 2 23412.0 1078 22334.0 0.790 1786 50 0.786 0.046 1.0684e-04 0.99989000
718640508 Existing Customer 59 F 0 Graduate Single Less than $40K Blue 46 4 1 2 3044.0 1611 1433.0 0.740 1456 36 0.714 0.529 4.7263e-05 0.99995000
803366358 Existing Customer 38 M 1 Unknown Single $60K - $80K Blue 29 5 2 1 14596.0 2192 12404.0 0.898 1300 25 1.083 0.150 7.0819e-05 0.99993000
709230708 Existing Customer 56 M 4 Uneducated Single Less than $40K Blue 36 3 2 2 3864.0 1654 2210.0 0.491 1470 42 0.235 0.428 1.2274e-04 0.99988000
781794708 Attrited Customer 35 M 3 Post-Graduate Unknown $80K - $120K Blue 29 2 1 3 17030.0 1911 15119.0 0.528 715 25 0.562 0.112 9.9124e-01 0.00876000
801383808 Existing Customer 50 M 3 Graduate Single $60K - $80K Blue 44 4 2 3 23090.0 839 22251.0 1.326 1198 24 1.000 0.036 1.9864e-04 0.99980000
710677608 Existing Customer 53 M 2 Post-Graduate Unknown $80K - $120K Blue 36 4 2 0 29205.0 1208 27997.0 0.957 1556 43 1.048 0.041 4.9404e-05 0.99995000
708217758 Existing Customer 63 M 2 Graduate Married $60K - $80K Blue 49 5 2 3 14035.0 2061 11974.0 2.271 1606 30 1.500 0.147 1.9143e-04 0.99981000
714272658 Attrited Customer 43 F 2 Uneducated Single Less than $40K Blue 24 2 3 2 2962.0 2517 445.0 1.046 929 31 0.409 0.850 9.9462e-01 0.00538000
717469158 Existing Customer 46 M 2 Unknown Married $80K - $120K Blue 30 6 3 0 18578.0 1385 17193.0 0.565 1606 54 0.421 0.075 7.2936e-05 0.99993000
711864783 Existing Customer 61 M 1 Uneducated Single $60K - $80K Blue 46 5 3 2 2201.0 1138 1063.0 0.675 1199 32 0.600 0.517 1.7360e-04 0.99983000
719407983 Existing Customer 37 F 0 Post-Graduate Married Less than $40K Blue 25 4 3 2 2061.0 1483 578.0 1.362 2400 60 0.622 0.720 1.8162e-04 0.99982000
710665533 Existing Customer 42 F 5 Doctorate Married Unknown Blue 23 4 2 2 24602.0 1660 22942.0 0.588 1337 44 0.760 0.067 1.7004e-04 0.99983000
716804283 Existing Customer 41 M 2 Uneducated Divorced $120K + Blue 29 3 2 2 15911.0 896 15015.0 0.954 1270 33 0.833 0.056 1.1703e-04 0.99988000
767294658 Attrited Customer 56 M 2 College Single $120K + Blue 50 2 2 3 16867.0 0 16867.0 0.885 654 14 0.400 0.000 9.9466e-01 0.00534000
709122483 Existing Customer 56 M 3 Graduate Married $60K - $80K Blue 37 3 3 0 2783.0 1526 1257.0 0.942 1909 54 0.688 0.548 6.8853e-05 0.99993000
708241233 Attrited Customer 52 F 3 Post-Graduate Single Less than $40K Blue 47 3 3 2 2972.0 0 2972.0 1.035 922 25 0.562 0.000 9.9547e-01 0.00453174
717860358 Existing Customer 40 F 3 High School Single $40K - $60K Blue 36 5 3 2 5124.0 2235 2889.0 0.542 1158 42 0.355 0.436 1.8145e-04 0.99982000
789337233 Existing Customer 63 M 1 Graduate Married $40K - $60K Blue 53 6 6 2 2880.0 2362 518.0 0.890 1323 26 0.444 0.820 1.3328e-04 0.99987000
720902133 Existing Customer 58 M 1 High School Single $40K - $60K Blue 46 4 1 0 5579.0 0 5579.0 0.481 1025 35 0.667 0.000 1.8538e-05 0.99998000
721043058 Existing Customer 58 M 4 Unknown Married $60K - $80K Blue 44 5 1 3 12010.0 2149 9861.0 0.801 1700 35 1.500 0.179 1.0679e-04 0.99989000
711870333 Existing Customer 46 M 2 Uneducated Divorced $80K - $120K Blue 36 6 3 3 34516.0 1597 32919.0 0.858 1628 51 1.217 0.046 3.1104e-04 0.99969000
708398283 Existing Customer 37 F 1 Graduate Married $40K - $60K Blue 29 5 2 2 4394.0 885 3509.0 1.040 1377 32 0.684 0.201 1.0684e-04 0.99989000
715878183 Existing Customer 46 M 4 Graduate Single $80K - $120K Blue 35 4 3 3 18325.0 723 17602.0 0.815 1517 33 0.650 0.039 3.1726e-04 0.99968000
719451483 Existing Customer 46 F 4 Post-Graduate Married Less than $40K Blue 37 5 3 2 3773.0 1972 1801.0 0.783 1528 25 1.083 0.523 2.2196e-04 0.99978000
709110633 Existing Customer 41 M 1 Graduate Single $80K - $120K Blue 29 5 1 3 21684.0 1748 19936.0 0.715 1329 24 0.600 0.081 8.6952e-05 0.99991000
721059033 Existing Customer 48 F 3 High School Divorced $40K - $60K Blue 40 4 1 2 1919.0 774 1145.0 0.965 1505 33 0.737 0.403 5.5559e-05 0.99994000
779912283 Existing Customer 49 F 3 Graduate Single $40K - $60K Blue 33 5 3 2 9995.0 1713 8282.0 0.960 1172 38 0.462 0.171 1.8665e-04 0.99981000
717701733 Existing Customer 44 M 2 Graduate Married $80K - $120K Blue 35 3 2 2 11910.0 2098 9812.0 1.160 1646 39 1.294 0.176 1.1382e-04 0.99989000
709913733 Existing Customer 39 F 3 College Married Less than $40K Blue 36 4 2 0 2279.0 1529 750.0 1.260 1693 32 1.286 0.671 4.2358e-05 0.99996000
718768158 Existing Customer 57 M 1 College Single $40K - $60K Blue 48 3 1 2 3539.0 0 3539.0 0.781 1336 23 0.211 0.000 5.0261e-05 0.99995000
721375308 Existing Customer 48 M 3 High School Married $80K - $120K Blue 36 5 1 3 30579.0 1351 29228.0 0.759 1289 19 0.727 0.044 9.3448e-05 0.99991000
711374283 Existing Customer 47 M 3 High School Single $80K - $120K Blue 42 4 1 0 24480.0 1923 22557.0 0.505 1416 32 0.778 0.079 2.0494e-05 0.99998000
822893133 Existing Customer 56 F 1 Uneducated Divorced Unknown Blue 52 6 1 2 17561.0 0 17561.0 0.940 1608 33 1.200 0.000 5.3155e-05 0.99995000
778465533 Existing Customer 54 F 0 College Married Less than $40K Blue 40 3 1 2 1638.0 0 1638.0 0.750 1885 51 0.545 0.000 4.5950e-05 0.99995000
712138983 Existing Customer 54 M 1 Graduate Married $60K - $80K Blue 36 3 3 2 2947.0 2216 731.0 0.760 1744 53 0.606 0.752 1.6883e-04 0.99983000
716920908 Existing Customer 52 M 4 High School Married $80K - $120K Blue 42 6 1 0 5738.0 1112 4626.0 1.519 1922 48 0.655 0.194 2.0713e-05 0.99998000
708095133 Existing Customer 43 M 4 Unknown Unknown $120K + Blue 34 5 2 2 33304.0 1833 31471.0 0.428 1448 29 0.381 0.055 1.3121e-04 0.99987000
711195558 Existing Customer 59 M 1 College Single $40K - $60K Blue 48 6 3 3 7251.0 1603 5648.0 0.591 1300 36 0.800 0.221 2.7607e-04 0.99972000
772735758 Existing Customer 44 M 1 Unknown Married Unknown Blue 34 6 2 0 2885.0 1895 990.0 0.387 1366 31 0.632 0.657 4.3319e-05 0.99996000
712024908 Existing Customer 56 F 1 College Married Less than $40K Blue 36 6 2 3 2641.0 1257 1384.0 0.891 1439 39 1.053 0.476 1.7470e-04 0.99983000
778239933 Existing Customer 45 F 4 Graduate Married Unknown Blue 35 6 3 0 2801.0 2043 758.0 0.583 1241 46 0.643 0.729 6.9589e-05 0.99993000
714893733 Existing Customer 55 M 1 High School Married $80K - $120K Blue 45 3 3 3 16794.0 809 15985.0 1.566 1917 33 0.941 0.048 2.7604e-04 0.99972000
754886958 Existing Customer 48 F 3 College Divorced $40K - $60K Blue 41 4 1 3 9336.0 1672 7664.0 0.696 1391 39 0.625 0.179 9.3457e-05 0.99991000
710104908 Existing Customer 56 F 5 College Single Less than $40K Blue 43 4 1 0 2763.0 2517 246.0 0.938 1246 31 0.824 0.911 2.0392e-05 0.99998000
710558883 Existing Customer 41 M 3 Uneducated Married $60K - $80K Blue 36 5 3 2 17391.0 1044 16347.0 1.080 1248 27 0.688 0.060 1.9191e-04 0.99981000
713827383 Existing Customer 65 F 1 High School Married Less than $40K Blue 36 3 2 0 3198.0 2493 705.0 0.665 1936 44 1.316 0.780 3.8311e-05 0.99996000
720267033 Existing Customer 34 M 4 Post-Graduate Single $80K - $120K Blue 26 3 3 2 5100.0 1786 3314.0 1.060 2375 63 0.575 0.350 2.2196e-04 0.99978000
712049208 Existing Customer 56 M 3 Post-Graduate Married $60K - $80K Blue 39 3 1 2 3955.0 2517 1438.0 0.484 1238 25 1.083 0.636 6.7249e-05 0.99993000
708688608 Existing Customer 62 F 1 High School Married Less than $40K Blue 48 5 3 1 3140.0 1985 1155.0 1.346 1626 41 0.864 0.632 9.8983e-05 0.99990000
716223708 Attrited Customer 45 F 3 Uneducated Single Unknown Blue 36 3 3 3 4028.0 710 3318.0 0.731 791 22 0.833 0.176 9.9691e-01 0.00308778
713217858 Existing Customer 38 F 2 Uneducated Single Less than $40K Blue 32 5 3 3 2264.0 0 2264.0 0.479 1204 28 0.333 0.000 3.1104e-04 0.99969000
819352983 Existing Customer 49 M 3 Unknown Unknown $120K + Blue 44 5 2 2 21620.0 2008 19612.0 0.691 1300 33 0.500 0.093 1.2982e-04 0.99987000
711019308 Existing Customer 58 M 2 High School Single $60K - $80K Blue 45 3 2 0 6385.0 1535 4850.0 1.138 1612 47 0.880 0.240 4.0816e-05 0.99996000
768600558 Existing Customer 41 F 4 Graduate Single $40K - $60K Blue 31 4 2 3 2375.0 1658 717.0 0.638 1071 28 1.000 0.698 2.0077e-04 0.99980000
710202783 Existing Customer 33 M 2 Graduate Married $60K - $80K Blue 13 3 3 3 1963.0 1721 242.0 0.680 1378 37 0.762 0.877 3.0251e-04 0.99970000
712899333 Existing Customer 47 F 4 College Single Less than $40K Blue 37 6 2 2 4256.0 1084 3172.0 0.630 1100 29 0.381 0.255 1.1605e-04 0.99988000
767036433 Existing Customer 56 F 1 Graduate Married Less than $40K Blue 49 5 1 0 5097.0 1152 3945.0 0.940 2052 45 0.607 0.226 1.9069e-05 0.99998000
793473033 Existing Customer 51 M 1 Graduate Single $60K - $80K Blue 45 3 2 3 3228.0 2517 711.0 0.949 1349 33 1.357 0.780 1.7969e-04 0.99982000
721232058 Existing Customer 49 M 1 Graduate Unknown $40K - $60K Silver 41 6 1 3 20231.0 977 19254.0 0.893 1215 36 0.714 0.048 7.8567e-05 0.99992000
719443683 Attrited Customer 50 M 1 Unknown Single $120K + Blue 39 3 2 3 27512.0 2137 25375.0 1.048 1149 25 0.562 0.078 9.9496e-01 0.00504000
715449333 Existing Customer 55 F 3 Unknown Married $40K - $60K Blue 47 5 2 0 1929.0 1540 389.0 1.142 2354 50 0.786 0.798 4.7889e-05 0.99995000
717998058 Existing Customer 26 M 0 Graduate Single Less than $40K Blue 13 6 3 2 2585.0 2019 566.0 0.525 2644 40 0.481 0.781 1.5435e-04 0.99985000
779610033 Attrited Customer 58 M 1 College Married $80K - $120K Blue 47 3 3 3 12151.0 1799 10352.0 1.022 918 14 0.556 0.148 9.9639e-01 0.00360825
827332983 Existing Customer 46 M 3 High School Single $80K - $120K Gold 42 3 2 2 34516.0 2113 32403.0 0.618 1362 31 1.214 0.061 1.3228e-04 0.99987000
721183983 Existing Customer 48 M 4 High School Married $120K + Blue 31 6 3 1 34516.0 1013 33503.0 0.575 1222 37 0.850 0.029 1.1060e-04 0.99989000
718426533 Existing Customer 42 M 4 Uneducated Divorced $60K - $80K Blue 32 4 1 2 5504.0 0 5504.0 0.620 1364 32 0.684 0.000 5.9391e-05 0.99994000
710698233 Existing Customer 37 M 4 Graduate Married $80K - $120K Blue 28 4 1 2 10021.0 1203 8818.0 0.930 1463 40 1.000 0.120 5.7762e-05 0.99994000
780253533 Existing Customer 63 F 0 Unknown Married Less than $40K Blue 49 5 3 0 3558.0 2318 1240.0 1.265 1631 31 0.824 0.651 6.2588e-05 0.99994000
793581933 Existing Customer 50 M 3 High School Single $40K - $60K Silver 44 4 3 4 19853.0 1513 18340.0 0.802 1878 55 0.410 0.076 4.7034e-04 0.99953000
719229708 Existing Customer 41 F 1 High School Single $40K - $60K Blue 31 6 3 2 4969.0 838 4131.0 0.591 1489 32 0.455 0.169 1.6413e-04 0.99984000
715158483 Existing Customer 48 F 3 Graduate Divorced Less than $40K Blue 40 3 2 3 3117.0 1603 1514.0 1.167 1437 37 0.609 0.514 1.9864e-04 0.99980000
809296308 Existing Customer 46 M 2 College Single $80K - $120K Blue 41 4 2 0 21526.0 2332 19194.0 0.755 1313 37 0.609 0.108 4.0820e-05 0.99996000
778176108 Existing Customer 61 M 0 High School Single $60K - $80K Blue 51 4 2 2 5504.0 1412 4092.0 0.722 1290 38 0.462 0.257 9.4951e-05 0.99991000
796532958 Existing Customer 59 F 0 Unknown Married Less than $40K Blue 53 4 3 2 5512.0 1124 4388.0 1.391 1975 49 1.579 0.204 1.6966e-04 0.99983000
709345008 Attrited Customer 53 F 2 Doctorate Married Unknown Blue 39 1 2 3 1438.3 0 1438.3 0.644 807 22 0.692 0.000 9.9640e-01 0.00359603
717049533 Existing Customer 39 F 3 Doctorate Unknown $40K - $60K Blue 28 5 3 0 7262.0 1466 5796.0 0.512 1438 28 0.556 0.202 9.9638e-05 0.99990000
719366358 Existing Customer 51 M 3 High School Married $120K + Blue 40 6 3 2 7319.0 1692 5627.0 0.701 1233 29 0.611 0.231 1.8145e-04 0.99982000
721417233 Attrited Customer 45 M 2 Graduate Married $60K - $80K Blue 25 3 5 3 1438.3 0 1438.3 0.676 709 27 0.421 0.000 9.9705e-01 0.00294997
711622683 Existing Customer 48 M 4 Unknown Single $60K - $80K Blue 30 4 3 3 7712.0 1387 6325.0 0.861 1597 39 0.560 0.180 3.4872e-04 0.99965000
714578283 Existing Customer 47 M 1 Graduate Married $60K - $80K Blue 37 6 3 0 2053.0 0 2053.0 0.865 1283 28 1.154 0.000 6.2282e-05 0.99994000
769574883 Existing Customer 41 M 2 High School Married $40K - $60K Blue 32 3 1 3 12804.0 2517 10287.0 0.892 1101 37 0.276 0.197 9.0056e-05 0.99991000
717643608 Existing Customer 48 M 4 College Married $80K - $120K Blue 36 3 3 2 26443.0 1601 24842.0 0.493 1593 36 0.333 0.061 1.8340e-04 0.99982000
709198158 Existing Customer 50 F 4 Graduate Single Less than $40K Blue 36 6 2 0 3125.0 1928 1197.0 0.412 1631 46 0.533 0.617 4.4033e-05 0.99996000
712419708 Existing Customer 56 F 2 Post-Graduate Married Less than $40K Blue 48 6 1 2 4930.0 2259 2671.0 1.134 2194 53 0.606 0.458 6.4807e-05 0.99994000
709103358 Existing Customer 39 F 2 College Single Less than $40K Blue 36 6 3 3 9476.0 0 9476.0 0.605 1128 27 0.929 0.000 2.9411e-04 0.99971000
716966808 Existing Customer 47 M 1 Graduate Married $80K - $120K Blue 37 6 3 3 11722.0 1667 10055.0 0.566 1497 35 0.250 0.142 2.8395e-04 0.99972000
772264383 Existing Customer 44 M 2 Graduate Single $120K + Blue 33 4 1 3 13301.0 0 13301.0 1.058 1385 50 0.515 0.000 9.2637e-05 0.99991000
721057758 Existing Customer 61 F 1 Unknown Married Unknown Blue 47 4 2 3 1438.3 0 1438.3 1.337 1449 27 1.455 0.000 1.9751e-04 0.99980000
769137108 Attrited Customer 43 F 2 Post-Graduate Married Less than $40K Blue 37 3 3 1 1438.3 0 1438.3 1.004 974 28 0.273 0.000 9.9223e-01 0.00777000
717640083 Attrited Customer 59 M 1 High School Married $60K - $80K Blue 36 3 2 3 6705.0 0 6705.0 0.749 731 18 0.500 0.000 9.9431e-01 0.00569000
716445783 Existing Customer 42 F 2 Uneducated Married Unknown Blue 31 4 2 0 22718.0 0 22718.0 0.791 1191 37 1.176 0.000 4.3170e-05 0.99996000
708579633 Existing Customer 40 M 4 Unknown Divorced $40K - $60K Gold 28 4 2 2 23981.0 1788 22193.0 0.631 1421 34 0.308 0.075 1.5117e-04 0.99985000
718715583 Existing Customer 65 M 2 Unknown Married Less than $40K Blue 56 4 2 4 2318.0 1010 1308.0 0.810 1256 35 0.591 0.436 3.5894e-04 0.99964000
778686408 Existing Customer 48 M 1 College Married $60K - $80K Blue 29 4 3 2 19324.0 1040 18284.0 0.904 1744 50 0.852 0.054 1.6415e-04 0.99984000
715015683 Existing Customer 44 M 2 Graduate Single $40K - $60K Blue 34 5 3 1 5331.0 1993 3338.0 0.777 1766 39 0.625 0.374 1.0848e-04 0.99989000
805254708 Existing Customer 36 F 4 Unknown Married Unknown Blue 31 5 2 0 15700.0 1276 14424.0 1.389 2229 48 0.778 0.081 4.8401e-05 0.99995000
710462433 Existing Customer 45 M 4 Graduate Single $60K - $80K Blue 30 6 2 2 17625.0 894 16731.0 1.285 1773 39 1.053 0.051 1.1937e-04 0.99988000
721342383 Existing Customer 39 M 2 Graduate Married $80K - $120K Blue 34 6 3 2 17438.0 0 17438.0 1.078 1860 37 0.850 0.000 1.7987e-04 0.99982000
720179883 Existing Customer 40 M 4 College Unknown $80K - $120K Blue 25 3 3 1 1962.0 0 1962.0 0.684 1179 27 0.688 0.000 1.1061e-04 0.99989000
794977533 Attrited Customer 62 M 0 High School Married $60K - $80K Blue 56 3 3 2 8077.0 0 8077.0 0.749 906 16 0.333 0.000 9.9338e-01 0.00662000
779445108 Existing Customer 26 M 0 Graduate Single $40K - $60K Blue 13 6 1 2 3290.0 1616 1674.0 0.466 2781 54 0.350 0.491 4.7263e-05 0.99995000
718193958 Existing Customer 60 M 0 Uneducated Single Less than $40K Blue 53 5 3 2 2402.0 1728 674.0 0.652 1650 53 0.606 0.719 1.5871e-04 0.99984000
710955633 Existing Customer 54 F 3 Doctorate Single Less than $40K Blue 42 6 1 0 9256.0 1999 7257.0 0.812 1446 37 0.762 0.216 3.0508e-05 0.99997000
716149383 Existing Customer 62 M 0 Graduate Married $60K - $80K Blue 36 6 3 3 3674.0 895 2779.0 0.658 1703 48 0.371 0.244 2.5960e-04 0.99974000
752604633 Attrited Customer 57 M 2 College Married $40K - $60K Blue 50 2 5 3 6462.0 0 6462.0 0.856 761 17 0.214 0.000 9.9697e-01 0.00303398
713889933 Existing Customer 59 M 0 Graduate Single $40K - $60K Blue 48 4 2 2 1638.0 0 1638.0 0.533 1536 44 0.630 0.000 9.7673e-05 0.99990000
709446783 Existing Customer 46 M 4 Graduate Single $60K - $80K Blue 38 3 3 2 4335.0 2480 1855.0 0.543 1373 36 1.118 0.572 1.8864e-04 0.99981000
789115833 Existing Customer 44 M 4 High School Single $60K - $80K Blue 32 5 3 2 3233.0 1034 2199.0 0.759 1256 29 0.706 0.320 1.8339e-04 0.99982000
711242058 Attrited Customer 48 M 4 Unknown Single $80K - $120K Blue 36 1 3 1 11862.0 2517 9345.0 0.766 643 16 0.231 0.212 9.9207e-01 0.00793000
787623858 Existing Customer 43 M 2 Uneducated Divorced $120K + Silver 24 4 2 0 34516.0 1938 32578.0 0.426 1215 45 0.406 0.056 3.9007e-05 0.99996000
709040508 Existing Customer 57 M 4 Uneducated Married $120K + Blue 38 6 6 2 19802.0 1961 17841.0 1.125 2244 58 0.706 0.099 1.5311e-04 0.99985000
708864708 Existing Customer 46 M 3 College Unknown $80K - $120K Blue 36 4 2 2 24869.0 1729 23140.0 0.408 1409 36 0.500 0.070 1.1483e-04 0.99989000
717758583 Existing Customer 40 M 3 High School Unknown $60K - $80K Blue 36 4 2 1 3624.0 1975 1649.0 0.708 1469 23 1.091 0.545 6.9242e-05 0.99993000
715416633 Existing Customer 54 M 1 Unknown Married $80K - $120K Blue 36 4 1 2 6175.0 960 5215.0 0.709 1847 59 0.405 0.155 5.6825e-05 0.99994000
717956283 Existing Customer 57 F 1 Graduate Single $40K - $60K Blue 48 5 1 0 10953.0 1945 9008.0 0.886 1277 29 0.526 0.178 1.9069e-05 0.99998000
721379433 Existing Customer 44 M 4 Graduate Married $60K - $80K Blue 28 6 2 3 11338.0 0 11338.0 0.695 1227 24 0.500 0.000 2.0077e-04 0.99980000
712027683 Existing Customer 47 F 2 Doctorate Married Less than $40K Blue 35 3 2 2 5544.0 1184 4360.0 0.850 1336 38 0.652 0.214 1.6471e-04 0.99984000
716027208 Existing Customer 47 M 4 Doctorate Married $60K - $80K Blue 36 4 1 1 19665.0 706 18959.0 1.317 1110 58 0.349 0.036 5.0408e-05 0.99995000
720475233 Existing Customer 50 F 2 High School Married Less than $40K Blue 43 6 2 3 2927.0 1412 1515.0 0.763 1474 26 0.857 0.482 1.8610e-04 0.99981000
712275108 Existing Customer 53 F 3 College Married $40K - $60K Blue 33 4 3 3 5146.0 1618 3528.0 1.073 1955 44 0.760 0.314 3.0519e-04 0.99969000
718121658 Attrited Customer 56 M 1 College Married $60K - $80K Blue 44 5 3 3 1704.0 0 1704.0 0.701 660 17 0.308 0.000 9.9639e-01 0.00360825
711593808 Attrited Customer 55 M 1 High School Married $60K - $80K Blue 46 2 2 3 1438.3 0 1438.3 1.037 888 18 1.250 0.000 9.9431e-01 0.00569000
716222808 Existing Customer 53 F 4 High School Married Less than $40K Blue 36 6 1 3 2974.0 1170 1804.0 1.297 1785 45 1.143 0.393 9.4447e-05 0.99991000
718731183 Attrited Customer 61 M 1 Unknown Married $40K - $60K Blue 49 1 2 2 5472.0 788 4684.0 0.526 705 14 0.273 0.144 9.9156e-01 0.00844000
788779008 Existing Customer 57 M 2 High School Married $60K - $80K Blue 38 3 1 2 2736.0 1822 914.0 0.593 1211 25 0.923 0.666 5.3542e-05 0.99995000
710404533 Existing Customer 50 M 2 Graduate Married $80K - $120K Blue 37 6 2 1 1438.3 862 576.3 0.650 1391 40 0.212 0.599 6.8640e-05 0.99993000
711173058 Existing Customer 56 F 2 Unknown Married Unknown Blue 45 4 3 0 5406.0 1782 3624.0 0.976 1407 29 0.812 0.330 7.2936e-05 0.99993000
715383108 Existing Customer 52 M 2 Graduate Single $120K + Blue 44 5 1 1 34516.0 2174 32342.0 0.426 1616 50 0.515 0.063 3.3214e-05 0.99997000
711697158 Existing Customer 60 M 0 Graduate Married Less than $40K Blue 36 6 2 2 1976.0 1311 665.0 0.995 1498 43 0.536 0.663 9.7673e-05 0.99990000
709186983 Existing Customer 49 M 4 Uneducated Married $80K - $120K Blue 40 3 1 1 8714.0 2252 6462.0 0.831 1536 38 0.652 0.258 3.5816e-05 0.99996000
808964433 Existing Customer 46 F 4 Doctorate Divorced Less than $40K Blue 41 4 1 1 8693.0 1378 7315.0 0.799 1594 45 0.452 0.159 5.0408e-05 0.99995000
711948333 Existing Customer 42 M 1 Uneducated Married $80K - $120K Blue 36 6 1 2 9247.0 710 8537.0 0.735 1190 30 0.500 0.077 5.3155e-05 0.99995000
710541858 Existing Customer 45 M 3 High School Married Less than $40K Blue 33 6 5 0 7717.0 1430 6287.0 0.822 1248 37 0.850 0.185 7.4762e-05 0.99993000
713865333 Attrited Customer 45 F 4 Uneducated Married Less than $40K Blue 38 3 4 3 4908.0 0 4908.0 0.993 827 21 0.750 0.000 9.9747e-01 0.00252933
797707008 Attrited Customer 44 F 3 Doctorate Married Less than $40K Blue 38 6 1 3 7222.0 0 7222.0 0.685 920 18 0.500 0.000 9.9286e-01 0.00714000
713490483 Existing Customer 61 M 0 Uneducated Single $80K - $120K Blue 48 6 2 2 21740.0 0 21740.0 0.676 1755 54 0.543 0.000 1.0043e-04 0.99990000
720370533 Attrited Customer 55 M 3 Uneducated Married $60K - $80K Blue 44 3 2 2 2323.0 0 2323.0 0.737 804 15 0.500 0.000 9.9183e-01 0.00817000
779743908 Existing Customer 44 M 4 Unknown Divorced $60K - $80K Blue 29 4 2 2 7788.0 0 7788.0 0.296 1196 30 0.429 0.000 1.3121e-04 0.99987000
718675158 Attrited Customer 55 F 1 Unknown Married Less than $40K Blue 36 4 1 3 1438.3 361 1077.3 0.963 850 22 0.692 0.251 9.8965e-01 0.01035000
710784333 Existing Customer 57 M 2 Unknown Married $120K + Blue 36 3 2 2 23700.0 1314 22386.0 1.487 1644 28 0.647 0.055 1.2511e-04 0.99987000
816596583 Existing Customer 45 M 2 Doctorate Married $80K - $120K Blue 40 6 3 1 11710.0 693 11017.0 0.914 1749 50 0.429 0.059 1.5697e-04 0.99984000
717517758 Existing Customer 57 F 0 High School Married $40K - $60K Blue 45 3 2 2 2278.0 845 1433.0 1.328 2307 45 0.800 0.371 9.4951e-05 0.99991000
712880283 Existing Customer 31 M 0 Uneducated Married $40K - $60K Blue 22 3 3 0 4048.0 1113 2935.0 0.717 1757 45 0.607 0.275 5.8546e-05 0.99994000
753226158 Existing Customer 34 F 2 Graduate Married Less than $40K Blue 24 6 2 2 3663.0 1853 1810.0 0.963 1826 35 1.059 0.506 1.1382e-04 0.99989000
720605808 Attrited Customer 53 F 1 Graduate Single Less than $40K Blue 36 2 2 3 1438.3 0 1438.3 0.672 799 17 0.214 0.000 9.9447e-01 0.00553000
758317233 Existing Customer 35 F 1 College Single Unknown Blue 28 4 5 2 3518.0 1575 1943.0 0.625 2121 60 0.579 0.448 1.8334e-04 0.99982000
711028308 Existing Customer 44 F 4 Graduate Married Less than $40K Blue 36 4 1 0 1717.0 0 1717.0 0.619 1468 29 0.381 0.000 2.1307e-05 0.99998000
814852533 Existing Customer 50 M 1 Graduate Married $80K - $120K Blue 45 3 2 2 16813.0 1185 15628.0 0.552 1482 46 0.643 0.070 1.0684e-04 0.99989000
711526533 Existing Customer 33 M 3 Post-Graduate Married $80K - $120K Blue 25 4 2 3 16434.0 2104 14330.0 0.955 1726 37 0.850 0.128 2.3373e-04 0.99977000
804403908 Existing Customer 50 M 3 Graduate Single $60K - $80K Blue 45 4 2 3 21872.0 1118 20754.0 0.658 1806 31 0.409 0.051 1.9864e-04 0.99980000
716999883 Existing Customer 51 M 4 High School Married $80K - $120K Blue 41 5 2 0 15897.0 1437 14460.0 0.584 1405 43 0.387 0.090 4.2806e-05 0.99996000
716452083 Existing Customer 56 F 4 Unknown Married Less than $40K Blue 46 5 3 2 4271.0 1150 3121.0 1.064 2052 50 0.724 0.269 2.0735e-04 0.99979000
787599258 Existing Customer 55 F 3 Graduate Single Less than $40K Blue 29 6 1 2 7361.0 1309 6052.0 0.504 1175 34 0.700 0.178 5.7151e-05 0.99994000
714495258 Existing Customer 26 M 0 College Single Less than $40K Blue 36 4 1 3 1438.3 479 959.3 0.553 1786 37 0.370 0.333 7.7286e-05 0.99992000
717713283 Existing Customer 42 F 3 Graduate Married Less than $40K Blue 33 6 3 3 8628.0 1077 7551.0 0.872 1675 58 0.415 0.125 3.1390e-04 0.99969000
789317883 Existing Customer 54 M 2 College Married $80K - $120K Blue 44 4 3 3 18750.0 1705 17045.0 0.807 1200 36 0.895 0.091 2.9411e-04 0.99971000
714500883 Existing Customer 44 F 3 Graduate Married Unknown Blue 36 4 2 3 21242.0 819 20423.0 0.499 1283 37 0.542 0.039 1.9864e-04 0.99980000
789467508 Existing Customer 65 F 0 Graduate Married $40K - $60K Blue 56 5 3 0 2961.0 1570 1391.0 0.908 1937 57 0.781 0.530 5.6940e-05 0.99994000
710317758 Existing Customer 38 F 3 High School Married Unknown Blue 29 4 2 2 11327.0 1528 9799.0 1.142 2033 38 0.727 0.135 1.1482e-04 0.99989000
711231558 Existing Customer 58 M 3 High School Married $60K - $80K Blue 40 6 1 3 8308.0 2517 5791.0 1.455 1915 37 1.056 0.303 9.3448e-05 0.99991000
716829483 Existing Customer 39 F 3 Post-Graduate Married $40K - $60K Blue 28 4 2 2 3249.0 2217 1032.0 1.060 1988 36 0.895 0.682 1.3897e-04 0.99986000
779713608 Existing Customer 52 M 2 High School Married $120K + Blue 36 5 1 2 2981.0 1358 1623.0 1.242 1648 30 1.500 0.456 5.3542e-05 0.99995000
711628458 Existing Customer 45 F 3 Graduate Married Less than $40K Blue 31 4 1 0 8829.0 901 7928.0 0.825 1902 45 0.667 0.102 2.1081e-05 0.99998000
718943508 Existing Customer 42 M 3 Unknown Single $80K - $120K Blue 33 3 3 2 3714.0 2170 1544.0 0.524 1454 35 0.522 0.584 2.0516e-04 0.99979000
770724558 Attrited Customer 42 M 2 College Married $60K - $80K Blue 28 6 1 3 7340.0 0 7340.0 0.650 838 24 0.412 0.000 9.8902e-01 0.01098000
783561558 Existing Customer 57 M 4 Post-Graduate Married $120K + Blue 51 4 2 3 16952.0 0 16952.0 0.709 1918 61 0.649 0.000 2.3623e-04 0.99976000
719309958 Attrited Customer 55 M 3 Doctorate Single $80K - $120K Blue 35 4 1 3 20865.0 0 20865.0 0.881 837 25 0.667 0.000 9.9286e-01 0.00714000
788785083 Existing Customer 44 F 3 College Unknown Less than $40K Blue 25 6 3 2 3083.0 1040 2043.0 0.729 4311 78 0.560 0.337 1.8146e-04 0.99982000
780481308 Existing Customer 37 F 3 Graduate Married Unknown Blue 24 3 2 2 10584.0 1550 9034.0 0.692 1567 33 0.320 0.146 1.1811e-04 0.99988000
711757383 Existing Customer 50 F 3 Unknown Married Less than $40K Blue 42 4 1 2 2240.0 0 2240.0 0.668 1905 39 0.345 0.000 6.2820e-05 0.99994000
787550808 Existing Customer 51 M 2 Graduate Married $40K - $60K Blue 40 5 1 2 12240.0 1566 10674.0 0.539 1422 26 0.529 0.128 5.5077e-05 0.99994000
779863533 Existing Customer 37 M 1 Graduate Married $80K - $120K Blue 21 6 2 0 5120.0 0 5120.0 0.867 1680 32 0.778 0.000 3.9410e-05 0.99996000
714529233 Existing Customer 36 F 2 Graduate Married Less than $40K Blue 24 3 1 3 3124.0 1593 1531.0 0.869 1652 41 0.367 0.510 9.2637e-05 0.99991000
708177333 Existing Customer 51 F 2 High School Married Less than $40K Silver 36 5 3 0 11261.0 2485 8776.0 0.736 1158 26 0.857 0.221 5.8284e-05 0.99994000
812019933 Existing Customer 65 M 1 Uneducated Married $40K - $60K Blue 56 3 3 2 2468.0 2021 447.0 0.906 1797 46 0.586 0.819 1.7360e-04 0.99983000
708557358 Existing Customer 43 M 2 College Married $60K - $80K Blue 28 4 2 3 22157.0 1355 20802.0 0.690 1911 55 0.571 0.061 1.8612e-04 0.99981000
713580633 Existing Customer 46 M 3 Graduate Married $40K - $60K Blue 32 6 2 3 11477.0 0 11477.0 0.767 1260 27 0.688 0.000 1.9864e-04 0.99980000
711466533 Existing Customer 43 F 2 Graduate Married Less than $40K Blue 33 5 2 2 3933.0 852 3081.0 0.433 1489 45 0.324 0.217 1.1382e-04 0.99989000
802276683 Existing Customer 56 M 3 Graduate Married $80K - $120K Blue 50 3 3 3 8022.0 1372 6650.0 0.896 1794 31 1.385 0.171 3.1390e-04 0.99969000
780913308 Existing Customer 43 M 3 Unknown Single $60K - $80K Blue 34 6 2 0 13771.0 2517 11254.0 0.501 1510 42 0.750 0.183 4.7889e-05 0.99995000
808897683 Attrited Customer 53 M 1 Graduate Single $80K - $120K Blue 48 3 3 3 30271.0 1406 28865.0 1.336 3231 47 0.306 0.046 9.9649e-01 0.00350838
719428308 Existing Customer 50 M 2 High School Unknown $60K - $80K Blue 41 6 2 2 3244.0 1762 1482.0 0.661 1274 32 1.000 0.543 1.1065e-04 0.99989000
713010483 Existing Customer 43 F 3 Graduate Married $40K - $60K Blue 36 6 1 3 2936.0 2379 557.0 0.694 1572 57 0.676 0.810 9.6126e-05 0.99990000
717006333 Existing Customer 54 M 3 High School Married $80K - $120K Blue 36 6 1 2 1438.3 1133 305.3 0.759 1935 41 0.708 0.788 5.5559e-05 0.99994000
787621158 Existing Customer 33 M 2 Unknown Married $60K - $80K Blue 25 6 3 3 6242.0 491 5751.0 1.054 2187 59 0.405 0.079 3.3251e-04 0.99967000
716924058 Existing Customer 58 F 2 Uneducated Married $40K - $60K Blue 49 3 1 3 6175.0 1166 5009.0 0.803 1417 25 0.250 0.189 9.5249e-05 0.99990000
720916683 Existing Customer 41 M 3 Graduate Single $80K - $120K Blue 26 4 3 2 11806.0 1811 9995.0 0.754 1465 31 0.476 0.153 1.8665e-04 0.99981000
720923658 Existing Customer 48 M 3 Post-Graduate Single $60K - $80K Blue 39 5 2 2 4734.0 954 3780.0 0.600 1570 45 0.452 0.202 1.3897e-04 0.99986000
712710708 Existing Customer 55 M 2 High School Single $40K - $60K Blue 36 5 2 0 6244.0 2517 3727.0 0.607 1445 40 0.290 0.403 4.0816e-05 0.99996000
718939083 Attrited Customer 54 F 2 Graduate Married Less than $40K Blue 45 3 1 3 1438.3 306 1132.3 1.035 694 15 0.364 0.213 9.8932e-01 0.01068000
779519058 Existing Customer 51 F 3 Post-Graduate Divorced Unknown Platinum 34 3 1 2 34516.0 1578 32938.0 0.725 1929 40 0.481 0.046 1.1683e-04 0.99988000
719085933 Existing Customer 35 M 3 Graduate Single $80K - $120K Blue 24 4 1 2 23561.0 864 22697.0 1.373 2447 64 1.000 0.037 5.7151e-05 0.99994000
715124958 Existing Customer 50 M 3 Uneducated Single $80K - $120K Blue 36 5 2 3 24742.0 1676 23066.0 0.566 1306 31 0.550 0.068 2.0424e-04 0.99980000
712979133 Attrited Customer 55 M 4 High School Married $80K - $120K Blue 41 2 2 2 27560.0 900 26660.0 1.031 646 10 0.250 0.033 9.9146e-01 0.00854000
712006308 Existing Customer 45 F 0 College Divorced Less than $40K Blue 35 6 1 3 5923.0 1686 4237.0 0.702 1236 35 0.591 0.285 7.7286e-05 0.99992000
710801133 Existing Customer 34 M 2 Uneducated Married $60K - $80K Blue 36 6 1 2 8581.0 2326 6255.0 1.226 2513 63 0.615 0.271 5.6630e-05 0.99994000
712490283 Existing Customer 55 F 4 Graduate Married $40K - $60K Blue 41 4 3 3 3156.0 2517 639.0 1.516 2091 48 0.778 0.798 3.1726e-04 0.99968000
720071583 Attrited Customer 48 F 2 Unknown Married Less than $40K Blue 36 5 1 3 7151.0 800 6351.0 0.986 854 22 0.375 0.112 9.9028e-01 0.00972000
717958833 Existing Customer 46 M 4 Graduate Married $60K - $80K Blue 35 5 1 2 1535.0 700 835.0 2.282 1848 25 1.083 0.456 5.7762e-05 0.99994000
812420358 Attrited Customer 61 F 0 Graduate Married Less than $40K Blue 56 3 3 3 2122.0 554 1568.0 0.857 949 17 0.133 0.261 9.9616e-01 0.00383630
712370208 Existing Customer 48 M 1 Uneducated Unknown $60K - $80K Blue 35 3 2 2 17131.0 1213 15918.0 0.604 1371 37 0.423 0.071 1.0985e-04 0.99989000
715940358 Existing Customer 51 F 1 Graduate Married Less than $40K Blue 42 6 2 2 5822.0 2387 3435.0 0.760 1804 49 0.750 0.410 1.0684e-04 0.99989000
715041333 Existing Customer 39 M 3 Doctorate Married $60K - $80K Blue 29 3 1 3 3537.0 2517 1020.0 1.021 1605 43 0.344 0.712 1.3910e-04 0.99986000
712797258 Existing Customer 43 M 3 Graduate Married $120K + Blue 33 3 1 3 34516.0 2129 32387.0 0.587 1463 38 0.583 0.062 9.6126e-05 0.99990000
769170558 Existing Customer 53 M 3 Graduate Single $60K - $80K Blue 47 6 4 3 16320.0 0 16320.0 0.757 1279 41 0.708 0.000 3.7935e-04 0.99962000
715884858 Existing Customer 38 M 2 High School Married $80K - $120K Blue 36 5 3 3 2407.0 843 1564.0 1.008 1470 28 0.400 0.350 2.9408e-04 0.99971000
796343058 Existing Customer 49 F 2 High School Single Less than $40K Blue 43 4 1 2 3538.0 0 3538.0 0.481 1265 38 0.462 0.000 5.3542e-05 0.99995000
783910008 Existing Customer 37 F 0 Unknown Married Less than $40K Blue 31 5 2 2 2684.0 1381 1303.0 0.794 2002 60 0.429 0.515 1.0736e-04 0.99989000
718888308 Existing Customer 53 M 3 Graduate Single $80K - $120K Blue 36 4 3 2 34516.0 2517 31999.0 0.741 1475 33 0.833 0.073 1.8665e-04 0.99981000
785114808 Existing Customer 46 M 2 Post-Graduate Single $40K - $60K Silver 40 4 2 2 15459.0 0 15459.0 0.789 1419 30 0.667 0.000 1.2101e-04 0.99988000
709852908 Existing Customer 44 F 3 Uneducated Single Less than $40K Blue 36 5 3 3 4307.0 0 4307.0 0.745 1628 37 0.542 0.000 3.2275e-04 0.99968000
823528833 Existing Customer 50 F 1 Unknown Single Less than $40K Blue 46 4 2 3 2081.0 1235 846.0 1.485 1337 29 1.071 0.593 1.9751e-04 0.99980000
719679858 Existing Customer 58 F 2 Uneducated Married $40K - $60K Blue 47 3 2 2 2848.0 1468 1380.0 0.517 1135 27 0.421 0.515 1.1703e-04 0.99988000
827108583 Existing Customer 55 M 3 High School Single $120K + Blue 51 3 1 3 34516.0 1266 33250.0 0.846 1161 26 0.368 0.037 9.3448e-05 0.99991000
787833333 Existing Customer 44 M 3 College Unknown $80K - $120K Blue 35 6 1 2 6361.0 1292 5069.0 1.027 1571 38 0.520 0.203 5.5564e-05 0.99994000
719781183 Existing Customer 57 M 4 High School Married $80K - $120K Blue 38 4 1 3 15428.0 1553 13875.0 0.747 1916 40 0.538 0.101 9.4447e-05 0.99991000
710429358 Existing Customer 57 M 1 High School Married $40K - $60K Blue 48 5 1 3 2544.0 1927 617.0 0.939 1346 30 0.364 0.757 8.4530e-05 0.99992000
798792408 Attrited Customer 48 M 3 High School Married $80K - $120K Blue 42 1 1 3 9959.0 0 9959.0 0.688 805 24 0.143 0.000 9.8941e-01 0.01059000
710280558 Existing Customer 51 M 1 Graduate Single $60K - $80K Blue 39 3 3 2 8796.0 2517 6279.0 0.492 1195 18 0.800 0.286 1.6883e-04 0.99983000
809825358 Existing Customer 53 F 3 Uneducated Married Less than $40K Blue 48 6 1 3 3428.0 1566 1862.0 0.557 1155 34 0.545 0.457 9.8837e-05 0.99990000
714451833 Existing Customer 45 F 1 Doctorate Single Less than $40K Blue 36 6 2 2 1438.3 0 1438.3 0.597 1431 34 0.545 0.000 1.5460e-04 0.99985000
713943783 Existing Customer 41 M 4 Post-Graduate Married $60K - $80K Blue 32 5 3 2 18001.0 906 17095.0 0.620 1194 25 0.471 0.050 2.2196e-04 0.99978000
710706558 Existing Customer 51 F 4 Graduate Single Less than $40K Blue 42 3 1 3 2680.0 1753 927.0 0.320 1154 33 0.571 0.654 9.7154e-05 0.99990000
713620308 Existing Customer 46 F 2 High School Married Less than $40K Blue 35 6 4 3 4675.0 1734 2941.0 0.413 1232 34 0.545 0.371 3.5539e-04 0.99964000
813453408 Existing Customer 40 F 5 College Married Less than $40K Blue 35 3 1 3 2448.0 1693 755.0 0.502 1269 30 0.875 0.692 9.2982e-05 0.99991000
818248383 Existing Customer 33 M 2 Doctorate Married $60K - $80K Blue 28 3 3 3 4049.0 0 4049.0 0.898 1742 35 1.500 0.000 4.3772e-04 0.99956000
780106908 Existing Customer 53 M 1 High School Single $80K - $120K Blue 38 6 2 2 8154.0 996 7158.0 0.594 1379 26 1.000 0.122 1.0386e-04 0.99990000
708938508 Existing Customer 63 M 1 High School Married $40K - $60K Blue 36 5 3 2 4559.0 1571 2988.0 1.441 1870 35 0.842 0.345 1.6413e-04 0.99984000
709671708 Existing Customer 61 M 0 Uneducated Single $80K - $120K Blue 36 4 2 1 19354.0 984 18370.0 0.956 1207 32 0.684 0.051 6.0563e-05 0.99994000
711204483 Attrited Customer 56 M 4 High School Married $60K - $80K Blue 46 3 3 3 2340.0 1930 410.0 0.987 781 15 0.364 0.825 9.9677e-01 0.00323086
801728658 Existing Customer 53 M 2 Graduate Single $60K - $80K Blue 47 6 3 0 13848.0 1389 12459.0 1.178 1773 38 0.407 0.100 6.6354e-05 0.99993000
713945883 Attrited Customer 62 F 2 Graduate Married Less than $40K Blue 52 4 2 2 2490.0 513 1977.0 0.678 864 20 0.333 0.206 9.9129e-01 0.00871000
779558733 Existing Customer 50 F 4 Unknown Married Unknown Silver 36 6 1 2 32156.0 1791 30365.0 0.906 1559 39 1.167 0.056 5.7369e-05 0.99994000
788370258 Existing Customer 37 M 4 Graduate Married $60K - $80K Blue 30 5 3 2 2578.0 2517 61.0 0.896 1830 64 0.524 0.976 1.8864e-04 0.99981000
714927333 Existing Customer 62 F 0 Graduate Married Unknown Blue 52 6 3 2 9050.0 1538 7512.0 0.770 1542 43 0.654 0.170 1.5435e-04 0.99985000
710383158 Existing Customer 49 M 3 Uneducated Single $80K - $120K Silver 41 4 1 2 34516.0 0 34516.0 0.499 1506 47 0.516 0.000 5.3096e-05 0.99995000
798007308 Existing Customer 57 F 3 High School Married Unknown Blue 51 6 1 0 8362.0 0 8362.0 0.528 1175 41 0.464 0.000 2.0494e-05 0.99998000
711768858 Existing Customer 55 M 2 High School Married $80K - $120K Blue 36 3 2 3 6514.0 2258 4256.0 0.785 1383 20 1.857 0.347 1.8610e-04 0.99981000
714888633 Existing Customer 50 M 1 Graduate Married $80K - $120K Blue 42 3 3 4 4051.0 1183 2868.0 0.794 1837 57 0.629 0.292 4.8435e-04 0.99952000
712650333 Existing Customer 48 M 3 College Married $60K - $80K Blue 37 3 3 2 11959.0 1665 10294.0 0.675 1191 40 0.481 0.139 1.8146e-04 0.99982000
719945433 Existing Customer 60 F 1 Uneducated Divorced $40K - $60K Blue 48 3 2 2 2070.0 0 2070.0 0.708 1793 53 0.963 0.000 1.0985e-04 0.99989000
720310458 Existing Customer 46 M 1 Unknown Single $120K + Blue 32 5 2 1 11840.0 1295 10545.0 0.840 1560 49 0.400 0.109 7.0819e-05 0.99993000
718344033 Existing Customer 47 M 2 College Married $120K + Blue 35 4 3 2 3636.0 1010 2626.0 0.596 1564 59 0.686 0.278 1.7488e-04 0.99983000
715442958 Existing Customer 54 M 2 Uneducated Married $60K - $80K Blue 36 3 3 3 11067.0 2517 8550.0 1.048 1843 38 1.235 0.227 3.1104e-04 0.99969000
780326883 Existing Customer 53 M 2 Doctorate Married $60K - $80K Blue 40 3 3 3 11262.0 1435 9827.0 0.735 2165 61 0.649 0.127 4.3772e-04 0.99956000
711157833 Existing Customer 56 F 3 Graduate Single $40K - $60K Blue 36 4 1 0 5108.0 1656 3452.0 0.711 1631 41 0.323 0.324 2.1081e-05 0.99998000
719704308 Existing Customer 56 F 4 High School Married $40K - $60K Blue 36 5 1 1 2072.0 1543 529.0 0.486 1265 32 0.391 0.745 3.3863e-05 0.99997000
708772308 Existing Customer 41 M 3 Uneducated Married $80K - $120K Blue 24 4 3 3 4119.0 1656 2463.0 0.561 1455 35 0.667 0.402 3.2275e-04 0.99968000
817663908 Existing Customer 60 F 1 Graduate Married $40K - $60K Blue 42 5 3 3 5903.0 1335 4568.0 0.914 1137 27 0.929 0.226 2.8395e-04 0.99972000
780054258 Existing Customer 40 M 5 Graduate Unknown $40K - $60K Blue 25 6 2 3 7860.0 541 7319.0 0.764 1367 35 0.750 0.069 1.9764e-04 0.99980000
709990983 Existing Customer 49 F 3 Post-Graduate Married $40K - $60K Blue 36 6 2 2 5918.0 842 5076.0 0.560 1292 26 0.733 0.142 1.3897e-04 0.99986000
818045958 Existing Customer 46 M 4 Graduate Single $40K - $60K Blue 41 5 3 2 6741.0 1745 4996.0 0.559 1682 46 0.438 0.259 1.8864e-04 0.99981000
716380683 Existing Customer 36 F 3 High School Married Less than $40K Blue 36 6 1 2 3880.0 1542 2338.0 1.015 1598 39 0.500 0.397 5.5559e-05 0.99994000
787480158 Existing Customer 57 F 2 Unknown Married Less than $40K Blue 45 4 2 0 2494.0 1639 855.0 0.858 1555 39 0.625 0.657 4.6151e-05 0.99995000
778461408 Existing Customer 38 M 1 High School Married $80K - $120K Blue 23 4 3 2 22149.0 987 21162.0 1.633 2409 36 0.800 0.045 1.6413e-04 0.99984000
713861733 Existing Customer 50 M 3 Graduate Divorced $80K - $120K Blue 36 4 3 1 34516.0 1542 32974.0 0.869 1770 65 0.585 0.045 1.1256e-04 0.99989000
789291633 Existing Customer 62 M 0 Graduate Married $60K - $80K Blue 51 3 2 0 5450.0 967 4483.0 0.701 1526 45 0.800 0.177 3.6029e-05 0.99996000
789513858 Attrited Customer 43 M 3 Unknown Married $40K - $60K Blue 35 2 2 3 1438.3 0 1438.3 0.694 891 28 0.400 0.000 9.9544e-01 0.00455805
778357458 Existing Customer 44 F 5 Unknown Single Less than $40K Blue 24 4 3 3 2003.0 1224 779.0 0.646 1756 42 0.355 0.611 3.4328e-04 0.99966000
718325883 Existing Customer 39 M 2 Uneducated Single $40K - $60K Blue 32 6 3 2 7723.0 1902 5821.0 1.181 1241 22 1.000 0.246 1.8494e-04 0.99982000
720344658 Existing Customer 38 M 2 College Married $80K - $120K Blue 23 4 1 1 18226.0 1847 16379.0 0.845 1681 43 0.870 0.101 3.2291e-05 0.99997000
809292483 Existing Customer 44 F 4 College Married Less than $40K Blue 39 4 2 2 8128.0 1846 6282.0 0.857 1224 32 0.778 0.227 1.1605e-04 0.99988000
779791008 Existing Customer 43 M 3 High School Married $80K - $120K Blue 32 6 2 3 5851.0 1660 4191.0 0.786 1572 38 0.520 0.284 1.9311e-04 0.99981000
779557533 Existing Customer 54 M 1 Post-Graduate Single $80K - $120K Blue 40 6 3 3 10260.0 942 9318.0 1.042 1566 50 0.562 0.092 3.3411e-04 0.99967000
795904233 Existing Customer 38 F 3 Unknown Single Unknown Blue 32 5 1 0 26945.0 727 26218.0 0.687 1579 40 0.600 0.027 2.3172e-05 0.99998000
710573808 Existing Customer 55 M 2 Unknown Single $60K - $80K Blue 36 6 3 3 2243.0 1418 825.0 0.390 1334 31 0.409 0.632 3.3251e-04 0.99967000
717418158 Existing Customer 42 M 5 Unknown Unknown $120K + Blue 36 4 1 2 34516.0 1839 32677.0 0.690 1230 34 0.889 0.053 6.2502e-05 0.99994000
771963708 Attrited Customer 56 M 3 Unknown Married $60K - $80K Blue 45 5 3 2 12248.0 0 12248.0 0.894 767 25 0.562 0.000 9.9515e-01 0.00484967
712433508 Attrited Customer 59 F 1 Unknown Married Unknown Blue 50 3 2 3 1438.3 0 1438.3 0.570 724 16 0.231 0.000 9.9496e-01 0.00504000
779320983 Existing Customer 46 M 4 Uneducated Single $80K - $120K Blue 28 4 3 2 19843.0 1178 18665.0 0.909 1638 49 0.633 0.059 1.9396e-04 0.99981000
718093233 Existing Customer 55 F 2 Post-Graduate Married Less than $40K Blue 45 3 3 3 2163.0 0 2163.0 0.816 1349 47 0.880 0.000 3.5594e-04 0.99964000
719459358 Existing Customer 52 M 1 Doctorate Married $120K + Blue 41 4 2 2 33864.0 989 32875.0 1.219 1751 48 0.920 0.029 1.5460e-04 0.99985000
717728808 Existing Customer 39 F 2 Graduate Married Less than $40K Blue 26 3 1 2 4531.0 1214 3317.0 0.813 1414 40 0.333 0.268 5.5077e-05 0.99994000
788701608 Existing Customer 42 F 4 Graduate Single Less than $40K Blue 26 5 2 3 2950.0 1705 1245.0 0.605 1260 32 0.600 0.578 2.0077e-04 0.99980000
778506633 Attrited Customer 43 F 4 College Married Less than $40K Blue 23 6 2 3 7706.0 392 7314.0 0.764 965 27 0.421 0.051 9.9490e-01 0.00510000
719989008 Existing Customer 47 F 1 High School Unknown Unknown Blue 36 5 1 0 25657.0 2216 23441.0 0.856 1121 25 0.667 0.086 1.8538e-05 0.99998000
791839233 Existing Customer 42 F 4 Unknown Divorced Unknown Blue 36 5 3 2 17536.0 1525 16011.0 0.859 1411 28 0.474 0.087 2.0735e-04 0.99979000
716918508 Existing Customer 39 M 1 College Single $40K - $60K Blue 24 4 3 3 3770.0 1197 2573.0 0.621 1602 49 0.441 0.318 2.7607e-04 0.99972000
717321783 Existing Customer 50 M 1 Uneducated Single $60K - $80K Blue 45 5 2 2 10344.0 1274 9070.0 0.445 1617 47 0.424 0.123 1.0985e-04 0.99989000
799000008 Existing Customer 57 M 2 Post-Graduate Divorced $120K + Blue 51 4 1 1 26437.0 1472 24965.0 0.742 1244 36 0.500 0.056 3.9082e-05 0.99996000
721517208 Existing Customer 41 M 4 Unknown Married Less than $40K Blue 30 4 6 1 2450.0 1967 483.0 0.589 1263 29 0.611 0.803 9.8714e-05 0.99990000
719068683 Existing Customer 52 F 1 High School Married $40K - $60K Blue 36 5 1 2 3136.0 1864 1272.0 0.693 1036 25 0.250 0.594 5.0256e-05 0.99995000
709120008 Existing Customer 43 M 2 High School Single $60K - $80K Blue 36 4 3 2 6976.0 0 6976.0 0.519 1217 39 1.438 0.000 1.7486e-04 0.99983000
709117533 Existing Customer 42 M 3 High School Single $80K - $120K Blue 36 4 3 1 21134.0 1508 19626.0 0.505 1556 35 0.842 0.071 1.0943e-04 0.99989000
816594183 Existing Customer 58 F 2 Uneducated Married $40K - $60K Blue 53 6 2 3 2019.0 1380 639.0 1.158 2005 62 0.590 0.684 1.9683e-04 0.99980000
789485433 Existing Customer 42 M 4 College Married $80K - $120K Blue 34 3 2 3 34516.0 668 33848.0 0.678 1698 67 0.763 0.019 1.9519e-04 0.99980000
712881483 Existing Customer 55 M 1 Post-Graduate Married $80K - $120K Blue 45 5 3 3 9959.0 1890 8069.0 1.043 2041 45 0.875 0.190 3.3411e-04 0.99967000
712689333 Existing Customer 38 M 2 Unknown Single $80K - $120K Blue 28 4 3 2 20241.0 1203 19038.0 0.660 1102 31 0.632 0.059 1.9771e-04 0.99980000
771492408 Existing Customer 40 F 2 Graduate Married Less than $40K Blue 28 3 1 2 2421.0 1747 674.0 0.691 1346 30 1.308 0.722 5.5077e-05 0.99994000
711668283 Existing Customer 48 M 4 Uneducated Married $80K - $120K Blue 37 5 6 3 30948.0 2404 28544.0 0.609 1511 35 0.207 0.078 2.5751e-04 0.99974000
772684833 Existing Customer 32 F 1 Unknown Married Less than $40K Blue 22 3 3 2 2642.0 2035 607.0 1.119 1761 42 0.909 0.770 1.8558e-04 0.99981000
712960308 Existing Customer 33 F 2 High School Single Less than $40K Blue 36 4 1 1 8070.0 2350 5720.0 1.030 2117 61 0.649 0.291 3.2288e-05 0.99997000
713530833 Attrited Customer 58 M 2 Graduate Married $40K - $60K Blue 48 2 3 3 4085.0 2238 1847.0 0.568 596 15 0.500 0.548 9.9671e-01 0.00329379
756065433 Existing Customer 26 M 0 Unknown Single $40K - $60K Blue 19 5 2 2 2187.0 1597 590.0 0.777 2560 46 0.314 0.730 1.0736e-04 0.99989000
710997183 Existing Customer 46 M 0 Unknown Married $60K - $80K Gold 36 3 3 2 34516.0 1092 33424.0 0.737 1409 39 0.345 0.032 1.9547e-04 0.99980000
711146358 Existing Customer 39 F 1 Graduate Married Unknown Blue 29 4 3 2 3358.0 1758 1600.0 0.723 1759 33 0.737 0.524 1.6883e-04 0.99983000
716144058 Existing Customer 36 F 1 College Single $40K - $60K Blue 25 6 3 3 1888.0 0 1888.0 0.928 1886 66 0.650 0.000 2.7607e-04 0.99972000
778699908 Attrited Customer 43 M 2 Uneducated Married $60K - $80K Blue 24 2 3 3 14447.0 0 14447.0 0.856 915 29 2.222 0.000 9.9680e-01 0.00320374
713571258 Existing Customer 45 M 2 Unknown Single $60K - $80K Silver 26 6 3 2 32349.0 1630 30719.0 0.646 1343 41 0.519 0.050 1.7865e-04 0.99982000
711676908 Existing Customer 51 F 3 College Married Unknown Blue 36 3 2 3 12605.0 1449 11156.0 0.703 1870 56 0.647 0.115 1.9313e-04 0.99981000
719315508 Existing Customer 62 F 0 Unknown Married $40K - $60K Blue 36 4 2 2 2964.0 2400 564.0 1.296 1557 25 1.778 0.810 1.0736e-04 0.99989000
778623858 Existing Customer 58 M 0 Uneducated Married $80K - $120K Blue 38 6 3 3 3785.0 1935 1850.0 1.558 1824 49 1.450 0.511 2.6692e-04 0.99973000
714665733 Existing Customer 42 M 4 Graduate Single $60K - $80K Blue 36 5 1 0 2727.0 834 1893.0 0.568 1294 26 0.444 0.306 2.1307e-05 0.99998000
816089433 Existing Customer 49 M 4 Doctorate Married $60K - $80K Blue 44 3 1 1 3343.0 1581 1762.0 1.146 1545 31 0.824 0.473 5.0408e-05 0.99995000
716991933 Attrited Customer 53 F 3 Uneducated Single Less than $40K Blue 35 6 3 1 9786.0 0 9786.0 0.701 820 25 0.562 0.000 9.9143e-01 0.00857000
714534108 Existing Customer 45 F 2 High School Married $40K - $60K Blue 36 4 1 3 6407.0 1884 4523.0 0.678 1675 47 0.469 0.294 9.0056e-05 0.99991000
787456608 Existing Customer 29 M 2 High School Married $80K - $120K Blue 15 6 2 2 4158.0 1635 2523.0 0.778 1678 37 0.542 0.393 1.1065e-04 0.99989000
717090183 Existing Customer 60 M 1 Doctorate Married $120K + Blue 50 6 1 2 21697.0 2144 19553.0 0.654 2117 48 0.655 0.099 7.4811e-05 0.99993000
772782708 Existing Customer 50 M 3 Post-Graduate Single $80K - $120K Blue 40 5 2 2 31383.0 1688 29695.0 0.765 1721 56 0.750 0.054 1.3897e-04 0.99986000
710722908 Existing Customer 53 M 3 Doctorate Single $120K + Blue 36 3 1 0 30883.0 1694 29189.0 0.860 1267 23 0.533 0.055 3.0508e-05 0.99997000
795155433 Existing Customer 45 M 3 Unknown Married $80K - $120K Blue 38 6 3 1 12918.0 1345 11573.0 1.061 1562 33 1.200 0.104 1.2373e-04 0.99988000
715271733 Existing Customer 50 F 2 Uneducated Single Less than $40K Blue 37 3 3 0 8520.0 814 7706.0 0.504 1193 35 0.346 0.096 6.8225e-05 0.99993000
771706308 Existing Customer 46 M 2 Doctorate Single $80K - $120K Blue 34 4 3 2 14310.0 694 13616.0 0.558 1254 34 0.478 0.048 2.6028e-04 0.99974000
713989233 Existing Customer 61 M 0 Post-Graduate Married Unknown Blue 53 6 2 3 14434.0 1927 12507.0 2.675 1731 32 3.571 0.134 1.9330e-04 0.99981000
780198258 Existing Customer 46 M 4 College Single $120K + Blue 36 5 2 1 7793.0 1705 6088.0 0.597 1099 39 0.696 0.219 6.9988e-05 0.99993000
802002858 Attrited Customer 62 F 1 High School Married Unknown Blue 56 2 1 2 8990.0 0 8990.0 0.935 747 19 0.583 0.000 9.8049e-01 0.01951000
716290233 Existing Customer 43 F 3 Graduate Married $40K - $60K Blue 33 6 2 3 4343.0 0 4343.0 0.563 1352 35 0.944 0.000 1.9864e-04 0.99980000
828298908 Existing Customer 54 M 4 Graduate Married $120K + Blue 50 4 2 0 2872.0 2035 837.0 0.613 1770 47 0.741 0.709 4.4033e-05 0.99996000
788946783 Existing Customer 50 M 2 Unknown Single $120K + Blue 36 5 1 3 9697.0 0 9697.0 0.759 1812 50 0.923 0.000 1.0183e-04 0.99990000
720697908 Existing Customer 35 M 2 High School Married $40K - $60K Blue 21 3 3 1 2967.0 1843 1124.0 0.681 1673 58 0.526 0.621 1.0545e-04 0.99989000
780598383 Existing Customer 35 M 3 Doctorate Single $40K - $60K Blue 23 4 3 2 2148.0 1545 603.0 0.682 2167 65 0.512 0.719 2.7008e-04 0.99973000
715345833 Existing Customer 36 F 1 High School Single Less than $40K Blue 36 6 3 1 6116.0 2517 3599.0 0.691 2369 56 0.750 0.412 9.8983e-05 0.99990000
710831133 Existing Customer 42 M 3 Unknown Married $80K - $120K Blue 36 5 2 2 18085.0 1487 16598.0 0.792 1582 47 1.043 0.082 1.2982e-04 0.99987000
766706358 Existing Customer 39 F 2 Unknown Married Less than $40K Blue 32 6 3 0 2524.0 1395 1129.0 1.048 1800 33 0.500 0.553 7.2936e-05 0.99993000
816533733 Existing Customer 50 M 1 Unknown Married $80K - $120K Blue 45 5 2 2 33951.0 0 33951.0 0.822 1567 44 0.467 0.000 1.1743e-04 0.99988000
712373208 Attrited Customer 43 M 3 Doctorate Single $60K - $80K Blue 35 3 3 2 3312.0 0 3312.0 0.698 647 19 0.462 0.000 9.9631e-01 0.00368792
721433283 Existing Customer 39 F 1 High School Single $40K - $60K Blue 20 3 2 2 9956.0 1117 8839.0 0.515 1447 39 0.696 0.112 1.0386e-04 0.99990000
720680058 Existing Customer 47 M 2 Post-Graduate Married Less than $40K Blue 36 6 1 3 3888.0 1663 2225.0 0.664 1145 37 0.423 0.428 1.0900e-04 0.99989000
716909283 Existing Customer 60 M 1 Post-Graduate Single $80K - $120K Blue 48 3 1 3 30655.0 0 30655.0 0.475 3280 78 0.625 0.000 1.0231e-04 0.99990000
754654383 Existing Customer 30 M 2 High School Married Less than $40K Blue 23 4 2 0 2997.0 1393 1604.0 1.120 1577 35 0.522 0.465 4.0816e-05 0.99996000
719226333 Existing Customer 44 M 4 Unknown Single $60K - $80K Blue 24 5 3 2 11042.0 2211 8831.0 0.897 1140 25 0.786 0.200 2.0735e-04 0.99979000
779759058 Existing Customer 52 M 0 Graduate Single $120K + Blue 41 6 3 2 3386.0 1794 1592.0 0.671 1736 40 1.105 0.530 1.5435e-04 0.99985000
718206783 Existing Customer 45 F 4 Unknown Single Less than $40K Gold 36 6 1 3 15987.0 1648 14339.0 0.732 1436 36 1.250 0.103 1.2303e-04 0.99988000
715783758 Existing Customer 40 M 4 Graduate Divorced $120K + Blue 30 5 3 3 25188.0 1295 23893.0 0.557 1513 38 0.583 0.051 3.1726e-04 0.99968000
771190083 Existing Customer 36 F 3 Post-Graduate Single Less than $40K Blue 23 6 2 1 2410.0 1705 705.0 0.798 2505 69 0.568 0.707 8.3810e-05 0.99992000
713135883 Existing Customer 65 F 0 High School Married Unknown Blue 53 4 3 0 4315.0 717 3598.0 0.808 1723 51 0.500 0.166 5.5353e-05 0.99994000
778799583 Existing Customer 35 F 0 Unknown Married Less than $40K Blue 24 6 1 1 2592.0 2227 365.0 0.633 1695 48 0.548 0.859 3.1329e-05 0.99997000
808796208 Existing Customer 54 F 2 Unknown Divorced $40K - $60K Blue 49 5 3 2 5476.0 2517 2959.0 0.967 1532 44 0.692 0.460 1.9771e-04 0.99980000
708313608 Existing Customer 53 M 3 Unknown Married $80K - $120K Blue 43 5 3 0 2464.0 2116 348.0 0.744 2110 43 1.048 0.859 7.5683e-05 0.99992000
779330208 Existing Customer 62 F 1 College Married Less than $40K Blue 44 3 2 3 2378.0 1610 768.0 0.448 1807 45 0.607 0.677 1.7470e-04 0.99983000
794498733 Existing Customer 40 M 2 Unknown Single $120K + Blue 21 6 4 3 20056.0 1602 18454.0 0.466 1687 46 0.533 0.080 4.0183e-04 0.99960000
807964908 Existing Customer 41 M 4 High School Married $60K - $80K Blue 36 4 2 2 8013.0 2025 5988.0 0.789 1481 45 0.452 0.253 1.1604e-04 0.99988000
823845783 Existing Customer 53 M 2 Unknown Married $120K + Blue 49 6 2 3 3386.0 1984 1402.0 0.573 1318 37 0.194 0.586 2.1042e-04 0.99979000
711748983 Existing Customer 30 M 1 High School Married $60K - $80K Blue 17 3 3 2 7906.0 1631 6275.0 0.889 1946 45 0.552 0.206 1.6413e-04 0.99984000
718064283 Existing Customer 46 M 3 Uneducated Divorced $60K - $80K Blue 34 4 3 0 11501.0 713 10788.0 0.840 1481 41 0.519 0.062 7.0795e-05 0.99993000
710492733 Existing Customer 29 M 0 Post-Graduate Single $40K - $60K Blue 19 4 1 2 13632.0 1482 12150.0 0.893 2168 42 2.500 0.109 5.5613e-05 0.99994000
779016408 Existing Customer 37 F 3 Uneducated Married Less than $40K Blue 27 6 1 3 2229.0 1791 438.0 1.139 1583 32 0.600 0.803 9.8837e-05 0.99990000
717787533 Existing Customer 51 F 1 High School Married Less than $40K Blue 40 4 1 1 5158.0 2190 2968.0 0.426 1229 34 0.478 0.425 3.0307e-05 0.99997000
714851058 Existing Customer 31 M 0 Graduate Married $40K - $60K Blue 21 3 3 0 2158.0 1729 429.0 1.100 1718 42 0.448 0.801 5.6940e-05 0.99994000
823535133 Existing Customer 45 M 2 Uneducated Unknown $80K - $120K Blue 41 6 2 2 23271.0 1262 22009.0 0.718 1402 34 0.889 0.054 1.1703e-04 0.99988000
708455883 Attrited Customer 57 M 1 Graduate Single $80K - $120K Blue 36 2 3 2 10244.0 861 9383.0 0.780 1127 29 0.381 0.084 9.9411e-01 0.00589000
780095808 Existing Customer 43 M 3 Unknown Divorced $60K - $80K Blue 30 3 2 1 2588.0 1669 919.0 0.788 1053 31 0.550 0.645 7.8291e-05 0.99992000
709207458 Existing Customer 44 M 3 Graduate Married $40K - $60K Blue 27 4 2 3 10747.0 1603 9144.0 0.471 1340 25 0.923 0.149 1.9864e-04 0.99980000
763895958 Attrited Customer 53 M 2 High School Married $120K + Blue 46 4 3 1 7474.0 0 7474.0 0.858 732 21 0.615 0.000 9.9061e-01 0.00939000
715942683 Existing Customer 32 F 3 Graduate Single Less than $40K Blue 36 3 1 3 3555.0 0 3555.0 0.813 2346 71 0.651 0.000 9.6126e-05 0.99990000
721301733 Existing Customer 53 M 1 Graduate Married $80K - $120K Blue 38 6 3 2 22140.0 733 21407.0 0.987 1580 45 0.667 0.033 1.6883e-04 0.99983000
711927108 Attrited Customer 54 M 3 High School Married $80K - $120K Blue 36 2 3 4 9457.0 350 9107.0 1.024 1196 28 0.333 0.037 9.9808e-01 0.00191647
718083483 Existing Customer 42 M 3 Uneducated Unknown Less than $40K Blue 35 4 5 0 6218.0 2134 4084.0 1.250 2086 50 0.786 0.343 7.9073e-05 0.99992000
717548358 Existing Customer 38 F 1 College Married Less than $40K Blue 25 3 3 1 2580.0 2265 315.0 0.824 1665 57 0.629 0.878 9.8992e-05 0.99990000
816829608 Existing Customer 44 M 2 Unknown Married $80K - $120K Blue 39 6 2 2 1438.3 0 1438.3 0.871 1495 39 0.393 0.000 1.2511e-04 0.99987000
713936583 Existing Customer 54 M 2 Graduate Married $60K - $80K Blue 43 6 3 1 6224.0 1892 4332.0 0.983 2187 58 0.657 0.304 1.0848e-04 0.99989000
709682658 Existing Customer 37 F 4 High School Single $40K - $60K Blue 36 5 3 1 3093.0 2517 576.0 0.855 1371 23 0.917 0.814 1.1060e-04 0.99989000
793889508 Existing Customer 48 F 2 Graduate Married $40K - $60K Blue 42 4 3 3 4076.0 0 4076.0 0.808 1235 37 0.682 0.000 3.0251e-04 0.99970000
714648933 Existing Customer 55 F 3 Graduate Married Unknown Blue 36 3 2 0 4861.0 1123 3738.0 0.938 1556 40 0.538 0.231 4.3568e-05 0.99996000
711556533 Existing Customer 43 F 1 Graduate Unknown Unknown Blue 36 6 3 3 9851.0 0 9851.0 1.034 1212 24 0.600 0.000 2.8395e-04 0.99972000
717420333 Existing Customer 37 M 1 High School Single $60K - $80K Blue 26 4 3 2 7349.0 2517 4832.0 0.877 2701 60 0.714 0.342 1.6413e-04 0.99984000
768921933 Existing Customer 34 M 2 High School Married $60K - $80K Blue 28 3 3 3 2853.0 2420 433.0 0.858 1750 47 0.808 0.848 2.9408e-04 0.99971000
714311583 Existing Customer 46 F 4 Graduate Single Unknown Blue 36 4 3 2 17023.0 1084 15939.0 0.928 1610 43 0.387 0.064 1.8864e-04 0.99981000
717707133 Existing Customer 32 M 1 Unknown Single $40K - $60K Blue 24 6 2 3 10060.0 2322 7738.0 0.894 2184 63 1.032 0.231 1.9751e-04 0.99980000
716043258 Existing Customer 53 M 3 Unknown Married $40K - $60K Blue 41 6 1 2 1595.0 870 725.0 0.694 1745 41 0.577 0.545 6.2820e-05 0.99994000
716343408 Existing Customer 46 M 3 Graduate Divorced $80K - $120K Blue 38 3 2 1 8475.0 1385 7090.0 0.611 1381 40 0.481 0.163 7.1226e-05 0.99993000
718909158 Existing Customer 38 M 1 College Married Less than $40K Blue 25 6 3 3 5559.0 658 4901.0 0.627 1793 37 0.947 0.118 2.7607e-04 0.99972000
719471433 Existing Customer 31 F 0 Graduate Married Less than $40K Blue 22 3 3 2 2917.0 2127 790.0 1.074 1831 36 1.000 0.729 1.5435e-04 0.99985000
712763808 Existing Customer 38 M 2 Unknown Single $60K - $80K Blue 36 3 3 3 6692.0 2037 4655.0 0.401 1468 36 0.241 0.304 3.3251e-04 0.99967000
711147483 Attrited Customer 46 F 3 Graduate Single Less than $40K Blue 28 2 2 3 8551.0 1067 7484.0 0.931 1097 32 0.778 0.125 9.9499e-01 0.00501000
719788833 Existing Customer 47 M 3 High School Married $60K - $80K Blue 36 6 2 3 10569.0 0 10569.0 0.838 1682 44 1.000 0.000 1.9311e-04 0.99981000
715168983 Existing Customer 47 F 3 Graduate Married Less than $40K Blue 36 5 2 2 7051.0 0 7051.0 0.527 1451 37 0.194 0.000 1.1811e-04 0.99988000
714306258 Existing Customer 56 M 1 College Married $60K - $80K Blue 46 3 2 1 10117.0 2242 7875.0 0.662 1509 44 0.467 0.222 6.2639e-05 0.99994000
713828208 Existing Customer 47 M 2 Uneducated Unknown $60K - $80K Blue 36 6 2 1 8311.0 0 8311.0 0.584 1895 57 0.425 0.000 7.0576e-05 0.99993000
710574558 Existing Customer 47 M 4 Graduate Single $80K - $120K Blue 41 5 3 2 26442.0 1642 24800.0 0.651 1403 40 0.429 0.062 1.8864e-04 0.99981000
710947683 Existing Customer 64 F 0 Graduate Married Less than $40K Blue 51 6 3 1 4920.0 1142 3778.0 0.507 1420 31 0.348 0.232 9.3087e-05 0.99991000
711113958 Existing Customer 37 F 3 Unknown Married Less than $40K Blue 25 6 2 1 1438.3 674 764.3 2.180 1717 31 0.722 0.469 7.8291e-05 0.99992000
718923858 Existing Customer 42 M 1 College Married $60K - $80K Silver 29 5 2 2 26750.0 1204 25546.0 0.428 1131 29 0.318 0.045 9.3852e-05 0.99991000
752666508 Existing Customer 41 M 4 College Married $80K - $120K Silver 34 4 3 3 34516.0 1347 33169.0 0.801 1005 22 1.000 0.039 2.7871e-04 0.99972000
712672083 Existing Customer 65 F 0 High School Married Less than $40K Blue 36 3 3 2 1438.3 747 691.3 0.491 948 24 0.714 0.519 1.5005e-04 0.99985000
719863758 Existing Customer 49 F 3 Post-Graduate Married $40K - $60K Blue 41 6 2 2 1869.0 758 1111.0 0.910 1549 34 0.478 0.406 1.3897e-04 0.99986000
720990183 Attrited Customer 54 M 5 High School Married $60K - $80K Blue 36 5 2 3 14539.0 0 14539.0 0.907 965 26 0.529 0.000 9.9482e-01 0.00518000
720718908 Existing Customer 46 M 3 Uneducated Single $120K + Blue 36 5 1 3 26977.0 1961 25016.0 0.641 1958 41 1.050 0.073 9.8837e-05 0.99990000
721250358 Existing Customer 50 M 2 Unknown Married $40K - $60K Blue 36 3 1 3 5426.0 1478 3948.0 0.664 1266 22 0.571 0.272 1.0183e-04 0.99990000
779773533 Existing Customer 50 F 3 Unknown Married Less than $40K Blue 34 6 1 3 7623.0 2517 5106.0 1.007 1367 29 1.071 0.330 1.0566e-04 0.99989000
708249708 Existing Customer 48 F 1 Doctorate Married Less than $40K Blue 39 3 3 3 4844.0 1576 3268.0 0.809 1489 48 0.600 0.325 4.1087e-04 0.99959000
713967783 Existing Customer 62 F 0 Unknown Married Unknown Blue 52 6 1 1 2683.0 1707 976.0 1.254 1582 33 0.941 0.636 3.1329e-05 0.99997000
779506158 Existing Customer 39 F 1 College Married Less than $40K Blue 22 3 1 2 3214.0 2257 957.0 1.279 2516 42 0.750 0.702 5.0261e-05 0.99995000
759823158 Existing Customer 46 M 1 Unknown Married $60K - $80K Blue 39 4 3 3 5374.0 2324 3050.0 0.423 1557 49 0.400 0.432 3.1211e-04 0.99969000
716608608 Attrited Customer 41 M 2 Uneducated Married $80K - $120K Blue 33 5 3 3 8004.0 1452 6552.0 0.929 1084 32 0.524 0.181 9.9680e-01 0.00320374
789528183 Existing Customer 39 F 2 Graduate Married Unknown Blue 31 4 2 3 1438.3 997 441.3 1.867 2583 47 0.958 0.693 1.9143e-04 0.99981000
708895158 Existing Customer 46 M 2 Unknown Married $80K - $120K Blue 34 3 3 3 2925.0 2365 560.0 0.691 1371 30 0.579 0.809 3.3251e-04 0.99967000
824805858 Existing Customer 39 F 2 Uneducated Single Less than $40K Blue 35 5 3 3 9235.0 1479 7756.0 0.843 1537 49 0.581 0.160 3.1104e-04 0.99969000
720840108 Existing Customer 44 M 0 Uneducated Married Less than $40K Blue 24 5 3 0 8837.0 2103 6734.0 0.559 3753 60 0.875 0.238 5.8546e-05 0.99994000
787595658 Existing Customer 57 F 3 Unknown Single Less than $40K Blue 29 6 1 1 8801.0 1421 7380.0 0.568 1104 31 0.292 0.161 3.7884e-05 0.99996000
720244983 Existing Customer 40 M 3 Unknown Single $40K - $60K Blue 28 4 1 1 3563.0 1707 1856.0 0.506 1482 42 0.312 0.479 3.7884e-05 0.99996000
713220258 Existing Customer 65 F 0 High School Married Unknown Blue 36 4 3 2 8138.0 2104 6034.0 0.837 1299 29 0.812 0.259 1.5005e-04 0.99985000
813469458 Existing Customer 26 F 1 Graduate Single $40K - $60K Blue 20 6 3 3 1438.3 673 765.3 0.595 2167 48 0.412 0.468 2.8395e-04 0.99972000
788939358 Existing Customer 47 M 2 High School Unknown $60K - $80K Blue 33 4 2 2 2458.0 1399 1059.0 0.739 1563 40 1.222 0.569 1.1065e-04 0.99989000
718870158 Existing Customer 47 M 4 High School Married $60K - $80K Blue 34 5 2 3 4592.0 1635 2957.0 0.952 1772 52 0.486 0.356 1.9517e-04 0.99980000
788673708 Attrited Customer 57 F 2 High School Married $40K - $60K Blue 45 2 1 3 1438.3 0 1438.3 1.036 1254 35 0.842 0.000 9.8902e-01 0.01098000
711809283 Existing Customer 31 M 1 Unknown Married Less than $40K Blue 36 3 3 3 1868.0 1515 353.0 1.359 2229 35 0.667 0.811 3.1211e-04 0.99969000
816513108 Existing Customer 54 M 4 Graduate Married $60K - $80K Blue 49 3 1 2 5269.0 1099 4170.0 1.178 2195 63 0.969 0.209 5.7762e-05 0.99994000
718594608 Existing Customer 43 F 2 Post-Graduate Married Unknown Blue 36 3 3 3 20156.0 1759 18397.0 0.476 1362 28 0.556 0.087 3.5594e-04 0.99964000
823606983 Existing Customer 39 M 2 College Married $60K - $80K Blue 35 4 3 2 7410.0 2517 4893.0 1.924 2398 37 1.176 0.340 1.7488e-04 0.99983000
717028158 Existing Customer 53 M 3 Graduate Married $120K + Blue 44 3 2 3 12163.0 2082 10081.0 1.554 2649 56 0.697 0.171 1.9864e-04 0.99980000
788485908 Existing Customer 44 M 3 Unknown Married $60K - $80K Blue 37 3 2 3 6224.0 0 6224.0 0.738 1463 34 0.889 0.000 2.1834e-04 0.99978000
714472608 Existing Customer 59 M 0 College Married Less than $40K Blue 49 3 3 3 4250.0 1095 3155.0 0.947 1174 27 0.800 0.258 2.5239e-04 0.99975000
710793783 Existing Customer 53 F 3 Graduate Married Unknown Blue 40 6 3 1 12059.0 1978 10081.0 0.877 1836 36 0.895 0.164 1.1256e-04 0.99989000
794340033 Existing Customer 34 F 3 Uneducated Married $40K - $60K Blue 28 5 1 3 2799.0 1762 1037.0 0.986 1817 39 0.560 0.630 9.8837e-05 0.99990000
716462658 Existing Customer 47 M 4 Doctorate Single $80K - $120K Blue 36 3 1 1 18037.0 0 18037.0 0.740 1387 36 0.333 0.000 5.0408e-05 0.99995000
718050033 Existing Customer 54 M 2 College Married $120K + Blue 43 3 2 3 5657.0 1719 3938.0 0.606 2028 55 0.667 0.304 1.8612e-04 0.99981000
714023808 Existing Customer 42 F 2 Graduate Married Unknown Blue 33 6 1 1 13770.0 2517 11253.0 0.788 1582 36 0.385 0.183 3.3214e-05 0.99997000
716341833 Existing Customer 53 F 3 College Married Less than $40K Blue 44 6 2 3 4646.0 1730 2916.0 0.683 1774 37 0.850 0.372 1.9313e-04 0.99981000
719648358 Existing Customer 50 M 2 Graduate Single $80K - $120K Blue 35 3 3 1 2514.0 1521 993.0 0.638 1636 36 0.385 0.605 1.0848e-04 0.99989000
816600933 Attrited Customer 56 M 0 College Married $80K - $120K Blue 51 3 2 3 14501.0 0 14501.0 0.854 1031 25 0.389 0.000 9.9378e-01 0.00622000
714208533 Attrited Customer 43 M 3 High School Married $60K - $80K Blue 36 1 3 3 8663.0 288 8375.0 0.639 916 33 0.320 0.033 9.9673e-01 0.00326528
713095533 Existing Customer 44 F 4 High School Divorced Less than $40K Blue 36 5 3 3 2333.0 1485 848.0 0.692 1198 31 0.722 0.637 3.0842e-04 0.99969000
809967783 Existing Customer 34 F 4 Graduate Divorced $40K - $60K Blue 26 5 5 3 3038.0 1539 1499.0 0.707 2189 54 0.688 0.507 3.5434e-04 0.99965000
715848408 Existing Customer 61 M 1 Graduate Unknown $80K - $120K Blue 52 6 6 1 8851.0 0 8851.0 0.731 1257 36 0.440 0.000 8.0376e-05 0.99992000
714414483 Existing Customer 54 F 0 Unknown Married Less than $40K Blue 44 6 3 1 2945.0 2206 739.0 0.983 1503 35 0.842 0.749 1.0232e-04 0.99990000
708655983 Existing Customer 49 F 3 High School Divorced Unknown Blue 40 3 3 2 5267.0 0 5267.0 0.442 1353 24 0.263 0.000 1.8145e-04 0.99982000
720426708 Attrited Customer 56 M 3 High School Single $60K - $80K Blue 45 2 1 3 8512.0 0 8512.0 1.038 811 27 1.250 0.000 9.8941e-01 0.01059000
713743158 Existing Customer 47 M 1 Graduate Married $60K - $80K Blue 36 4 3 2 19063.0 1714 17349.0 0.786 1270 21 0.615 0.090 1.6883e-04 0.99983000
721279083 Existing Customer 53 M 4 Graduate Single $80K - $120K Blue 33 5 3 3 5376.0 1177 4199.0 0.939 1840 53 0.606 0.219 3.1726e-04 0.99968000
779149683 Existing Customer 30 F 0 Graduate Divorced Unknown Blue 13 5 1 2 7772.0 1890 5882.0 0.754 2585 75 0.829 0.243 4.7263e-05 0.99995000
714970458 Existing Customer 39 F 2 High School Married $40K - $60K Blue 29 6 1 1 9173.0 2047 7126.0 1.419 1807 33 0.737 0.223 3.2288e-05 0.99997000
719070108 Existing Customer 44 M 2 Graduate Married $80K - $120K Silver 35 4 1 3 34516.0 1726 32790.0 0.867 1729 52 0.677 0.050 8.3703e-05 0.99992000
715490733 Existing Customer 54 F 3 Uneducated Single Unknown Blue 36 5 1 2 11975.0 1542 10433.0 0.770 1211 35 0.400 0.129 5.8763e-05 0.99994000
714989583 Existing Customer 46 M 2 Graduate Married $60K - $80K Blue 36 3 2 3 15405.0 1691 13714.0 0.814 1763 44 0.189 0.110 1.9143e-04 0.99981000
820355433 Existing Customer 43 M 3 Unknown Single $40K - $60K Blue 38 6 1 1 2615.0 0 2615.0 0.589 1395 34 0.259 0.000 3.7884e-05 0.99996000
715901508 Existing Customer 35 M 1 High School Married $80K - $120K Blue 25 6 1 2 23991.0 2307 21684.0 0.912 1843 43 0.720 0.096 5.0256e-05 0.99995000
710370483 Existing Customer 39 F 4 College Married Less than $40K Blue 31 4 3 3 1888.0 1292 596.0 0.772 1517 33 1.357 0.684 3.0845e-04 0.99969000
778573233 Existing Customer 61 F 1 Graduate Married Less than $40K Blue 54 3 2 2 3102.0 2091 1011.0 0.704 1977 50 1.000 0.674 1.0684e-04 0.99989000
708833133 Existing Customer 40 F 3 Graduate Divorced Less than $40K Blue 29 5 2 2 3170.0 2517 653.0 1.301 2027 49 0.815 0.794 1.1811e-04 0.99988000
719885883 Existing Customer 53 M 3 College Single $120K + Blue 36 6 2 0 34516.0 1901 32615.0 0.914 1497 43 1.150 0.055 4.2358e-05 0.99996000
712523283 Existing Customer 55 M 2 Unknown Married $120K + Blue 41 4 3 2 14938.0 0 14938.0 0.490 1134 31 0.632 0.000 1.9771e-04 0.99980000
711309033 Existing Customer 41 M 2 Unknown Single $60K - $80K Blue 24 6 2 2 17298.0 2310 14988.0 0.844 3663 65 0.806 0.134 1.2511e-04 0.99987000
708134283 Existing Customer 35 M 2 Uneducated Married Less than $40K Blue 36 4 3 3 3131.0 629 2502.0 0.749 1483 31 0.632 0.201 3.1104e-04 0.99969000
720147633 Existing Customer 61 M 1 Unknown Single $40K - $60K Blue 47 3 2 2 11915.0 1631 10284.0 0.748 1956 63 0.537 0.137 1.1743e-04 0.99988000
708983658 Attrited Customer 51 M 2 Uneducated Single $120K + Blue 39 3 3 1 16868.0 0 16868.0 0.938 940 25 0.471 0.000 9.9111e-01 0.00889000
766285608 Existing Customer 42 M 3 High School Single $40K - $60K Blue 35 4 3 3 3266.0 1900 1366.0 1.568 2183 56 0.750 0.582 3.0516e-04 0.99969000
779715108 Existing Customer 46 M 2 Unknown Divorced $80K - $120K Blue 30 3 3 3 2770.0 1286 1484.0 1.068 2920 74 0.721 0.464 3.3251e-04 0.99967000
798035358 Existing Customer 46 F 4 High School Single Less than $40K Blue 40 3 2 2 3556.0 2172 1384.0 0.402 1221 41 0.708 0.611 1.1604e-04 0.99988000
719391783 Existing Customer 46 M 4 Uneducated Married $40K - $60K Blue 35 3 2 2 9149.0 1566 7583.0 0.971 1790 60 0.765 0.171 1.2274e-04 0.99988000
809342208 Existing Customer 26 M 0 Graduate Single Unknown Blue 19 4 1 2 1438.3 0 1438.3 0.472 2005 47 0.469 0.000 4.7263e-05 0.99995000
780713058 Existing Customer 46 M 3 High School Married $60K - $80K Blue 35 4 3 3 14701.0 1635 13066.0 0.618 3490 69 0.533 0.111 3.0516e-04 0.99969000
779338683 Existing Customer 62 M 1 Graduate Married $60K - $80K Blue 44 5 2 2 14825.0 962 13863.0 0.760 1904 49 0.531 0.065 1.0684e-04 0.99989000
783387783 Existing Customer 55 M 2 Uneducated Divorced $60K - $80K Blue 49 4 5 3 10127.0 1873 8254.0 0.573 1647 53 0.472 0.185 3.4740e-04 0.99965000
787800108 Existing Customer 55 M 2 College Married $80K - $120K Blue 45 5 1 2 2929.0 2431 498.0 1.632 1903 39 0.625 0.830 5.3547e-05 0.99995000
721397808 Existing Customer 32 M 0 High School Married $40K - $60K Blue 24 5 2 0 3735.0 1176 2559.0 1.184 1564 41 0.708 0.315 3.5025e-05 0.99996000
778698408 Existing Customer 37 F 4 Uneducated Married Less than $40K Blue 18 5 1 2 2930.0 2024 906.0 0.903 1686 34 0.700 0.691 5.9391e-05 0.99994000
709545333 Existing Customer 33 F 4 High School Single Unknown Blue 29 6 2 3 12716.0 1496 11220.0 1.032 2412 64 0.600 0.118 1.9517e-04 0.99980000
716032233 Existing Customer 42 M 2 College Married $80K - $120K Blue 32 5 2 2 22120.0 1805 20315.0 0.650 3981 65 0.667 0.082 1.1066e-04 0.99989000
717835908 Existing Customer 33 M 2 Post-Graduate Married $80K - $120K Blue 22 3 3 3 1438.3 681 757.3 1.542 2730 48 0.778 0.473 3.5594e-04 0.99964000
719466558 Existing Customer 60 F 0 High School Single Unknown Blue 36 3 2 2 4546.0 0 4546.0 0.660 1361 34 0.308 0.000 9.4951e-05 0.99991000
778663458 Attrited Customer 65 M 1 High School Married Less than $40K Blue 47 3 2 1 1759.0 0 1759.0 1.058 821 18 0.500 0.000 9.8429e-01 0.01571000
716024808 Attrited Customer 57 M 1 Graduate Married $80K - $120K Blue 36 3 3 3 4829.0 2418 2411.0 0.601 938 21 0.400 0.501 9.9649e-01 0.00350838
713008308 Existing Customer 59 F 0 Unknown Married Less than $40K Blue 47 5 3 2 7692.0 1678 6014.0 1.423 1861 42 0.500 0.218 1.6966e-04 0.99983000
794831733 Existing Customer 45 F 5 Graduate Married Less than $40K Blue 39 4 3 2 2156.0 1208 948.0 0.569 1345 28 0.647 0.560 1.8570e-04 0.99981000
713854608 Existing Customer 62 M 1 Uneducated Married $60K - $80K Blue 36 6 3 3 9521.0 1669 7852.0 1.308 2444 63 0.400 0.175 2.9196e-04 0.99971000
715993608 Existing Customer 51 M 2 College Single $120K + Blue 41 6 3 2 26714.0 2517 24197.0 0.758 1686 50 0.724 0.094 1.7488e-04 0.99983000
789368658 Existing Customer 57 M 2 Graduate Married $80K - $120K Blue 47 6 2 3 2092.0 1387 705.0 0.731 1468 30 0.304 0.663 1.9143e-04 0.99981000
802817358 Existing Customer 38 F 3 High School Married Unknown Blue 32 4 2 1 11594.0 2072 9522.0 0.983 2320 51 0.594 0.179 6.9242e-05 0.99993000
708098133 Existing Customer 32 F 0 Graduate Married Less than $40K Blue 19 6 1 0 2834.0 1418 1416.0 1.458 1598 39 0.773 0.500 1.7434e-05 0.99998000
801499908 Existing Customer 43 F 4 Graduate Married Less than $40K Blue 37 4 3 2 4724.0 2056 2668.0 0.423 1232 31 0.550 0.435 1.8864e-04 0.99981000
824770683 Existing Customer 51 F 0 Unknown Divorced Less than $40K Blue 47 6 4 3 3049.0 1151 1898.0 0.533 4027 76 0.520 0.378 3.4484e-04 0.99966000
718310733 Existing Customer 50 M 2 Unknown Divorced $80K - $120K Blue 36 4 3 1 20614.0 0 20614.0 0.926 1922 48 0.600 0.000 1.1924e-04 0.99988000
708162558 Existing Customer 64 F 0 Uneducated Married Unknown Blue 54 6 1 2 3250.0 1992 1258.0 0.715 1355 36 0.565 0.613 4.8595e-05 0.99995000
721129383 Existing Customer 53 F 1 Doctorate Married Less than $40K Blue 36 3 1 2 3128.0 2517 611.0 0.696 2361 42 0.826 0.805 7.4811e-05 0.99993000
721249158 Attrited Customer 42 M 2 Uneducated Single $60K - $80K Blue 30 2 2 3 6414.0 0 6414.0 0.718 708 14 0.400 0.000 9.9495e-01 0.00505000
721049658 Existing Customer 53 M 3 Graduate Single $80K - $120K Blue 34 6 3 0 2506.0 0 2506.0 0.598 1687 62 0.590 0.000 6.8853e-05 0.99993000
806392908 Existing Customer 52 F 4 High School Single Unknown Blue 47 6 2 3 7469.0 2338 5131.0 0.441 1212 33 0.320 0.313 1.9517e-04 0.99980000
714886533 Existing Customer 60 F 2 High School Married Less than $40K Blue 36 4 3 2 3460.0 2517 943.0 1.144 1752 34 1.125 0.727 1.7486e-04 0.99983000
772375533 Existing Customer 30 M 1 Graduate Married $80K - $120K Blue 19 5 3 2 9959.0 2377 7582.0 1.100 1560 39 0.696 0.239 1.6883e-04 0.99983000
826775058 Existing Customer 43 F 3 Uneducated Married Less than $40K Blue 39 4 1 2 4175.0 2517 1658.0 0.551 1520 36 0.440 0.603 5.8763e-05 0.99994000
711878733 Existing Customer 60 M 1 Uneducated Married $60K - $80K Blue 48 3 1 3 10264.0 2073 8191.0 0.620 1685 45 0.364 0.202 8.9404e-05 0.99991000
714550383 Existing Customer 46 M 2 High School Single $40K - $60K Blue 36 4 3 3 4129.0 0 4129.0 0.960 1678 40 1.000 0.000 2.9408e-04 0.99971000
712636308 Existing Customer 65 F 2 High School Married $40K - $60K Blue 45 6 2 2 2658.0 1514 1144.0 1.193 1627 26 1.000 0.570 1.1065e-04 0.99989000
772139433 Existing Customer 44 F 2 College Single $40K - $60K Blue 33 4 2 3 4589.0 1240 3349.0 0.856 1637 61 0.906 0.270 1.8612e-04 0.99981000
709058808 Existing Customer 56 F 2 College Married Less than $40K Blue 36 6 1 2 2781.0 1035 1746.0 0.816 1707 42 1.211 0.372 5.3547e-05 0.99995000
813240408 Existing Customer 45 F 4 High School Married Unknown Blue 39 4 3 2 24880.0 836 24044.0 0.701 1208 25 1.083 0.034 1.8339e-04 0.99982000
767753958 Existing Customer 37 M 3 Graduate Unknown $40K - $60K Blue 31 6 1 2 8504.0 1956 6548.0 0.963 1881 51 0.417 0.230 5.7151e-05 0.99994000
710111733 Existing Customer 48 M 2 High School Married $80K - $120K Blue 39 5 1 3 8091.0 1996 6095.0 0.646 1360 28 0.647 0.247 9.0056e-05 0.99991000
761544333 Existing Customer 37 F 4 College Married $40K - $60K Blue 30 4 4 3 3417.0 2517 900.0 0.992 1641 32 0.882 0.737 3.7275e-04 0.99963000
788814783 Existing Customer 39 M 1 Uneducated Single $60K - $80K Blue 22 4 3 3 9204.0 845 8359.0 0.673 1820 58 0.611 0.092 2.9196e-04 0.99971000
715034358 Existing Customer 41 M 2 Graduate Married $120K + Blue 32 5 2 3 14302.0 2097 12205.0 0.407 1505 35 0.591 0.147 1.9143e-04 0.99981000
709624533 Existing Customer 55 F 2 High School Married Less than $40K Blue 45 5 2 0 3187.0 2517 670.0 1.144 1627 38 0.652 0.790 4.0816e-05 0.99996000
709942383 Existing Customer 34 M 1 Graduate Married $80K - $120K Blue 36 5 3 2 6313.0 782 5531.0 0.931 1703 34 0.889 0.124 1.6883e-04 0.99983000
803957508 Existing Customer 52 M 2 Unknown Single $80K - $120K Blue 47 6 1 3 15904.0 1024 14880.0 0.369 1433 33 0.500 0.064 1.0183e-04 0.99990000
713378133 Existing Customer 54 F 0 Post-Graduate Single Less than $40K Silver 39 6 2 3 11696.0 2288 9408.0 0.973 2445 60 0.765 0.196 1.7466e-04 0.99983000
709217358 Existing Customer 40 M 3 Post-Graduate Married $80K - $120K Blue 36 5 3 2 20371.0 1832 18539.0 0.907 1665 45 0.800 0.090 2.1962e-04 0.99978000
720998358 Existing Customer 52 M 0 High School Married $120K + Silver 41 3 3 1 34516.0 1043 33473.0 0.562 1489 38 0.357 0.030 8.1766e-05 0.99992000
721051908 Existing Customer 45 M 3 Graduate Single $60K - $80K Blue 33 3 1 3 7552.0 0 7552.0 0.463 1393 32 0.455 0.000 9.6126e-05 0.99990000
715232058 Existing Customer 61 M 0 Post-Graduate Married $40K - $60K Blue 53 5 1 2 5561.0 1434 4127.0 1.423 1820 42 0.826 0.258 5.5613e-05 0.99994000
806250783 Existing Customer 57 F 2 High School Married Less than $40K Blue 52 6 3 2 1441.0 0 1441.0 1.364 2742 58 0.758 0.000 1.7486e-04 0.99983000
817245183 Existing Customer 51 M 2 Unknown Unknown $120K + Blue 33 6 2 2 19715.0 1014 18701.0 1.437 1979 40 0.667 0.051 1.2511e-04 0.99987000
713670333 Existing Customer 60 M 1 Unknown Single Less than $40K Blue 52 5 3 2 2486.0 1464 1022.0 0.731 1378 27 0.421 0.589 1.8558e-04 0.99981000
826477083 Existing Customer 48 F 2 College Married Less than $40K Blue 44 5 1 3 4570.0 2439 2131.0 0.693 1520 34 0.700 0.534 9.0064e-05 0.99991000
788728608 Existing Customer 34 M 0 High School Married $40K - $60K Blue 13 3 3 2 3870.0 1394 2476.0 0.827 1588 36 0.714 0.360 1.5005e-04 0.99985000
717190533 Existing Customer 49 M 4 High School Married $60K - $80K Blue 36 6 3 2 12938.0 661 12277.0 0.725 1282 32 0.778 0.051 1.8339e-04 0.99982000
716580033 Existing Customer 53 M 3 High School Married $120K + Blue 36 3 1 3 21178.0 1796 19382.0 1.182 1872 59 1.107 0.085 9.3448e-05 0.99991000
711644508 Existing Customer 34 M 2 Uneducated Single $80K - $120K Blue 36 3 2 0 12182.0 1136 11046.0 0.753 2295 63 0.500 0.093 4.3170e-05 0.99996000
714334383 Existing Customer 54 M 2 Graduate Married $60K - $80K Blue 42 6 2 0 3583.0 0 3583.0 1.088 1065 28 1.545 0.000 4.1986e-05 0.99996000
720611058 Existing Customer 40 M 3 Graduate Single $120K + Blue 27 4 2 3 17018.0 0 17018.0 0.690 1550 47 0.621 0.000 1.9864e-04 0.99980000
712420833 Existing Customer 49 F 5 College Single Unknown Blue 41 6 3 2 16031.0 2245 13786.0 0.635 1527 57 0.462 0.140 1.8054e-04 0.99982000
713845083 Attrited Customer 41 F 4 High School Single Less than $40K Blue 36 6 2 3 4203.0 2517 1686.0 0.771 1489 43 0.536 0.599 9.9490e-01 0.00510000
713756508 Existing Customer 46 M 3 Graduate Divorced Less than $40K Blue 36 5 1 3 4213.0 997 3216.0 0.668 1264 30 0.667 0.237 9.6126e-05 0.99990000
735565158 Existing Customer 46 M 4 Graduate Married $60K - $80K Blue 33 6 2 2 21548.0 1180 20368.0 0.520 1582 38 0.652 0.055 1.1937e-04 0.99988000
714131058 Existing Customer 30 M 0 Graduate Unknown $60K - $80K Blue 36 3 5 3 18513.0 2517 15996.0 0.524 1567 33 0.941 0.136 2.8995e-04 0.99971000
717180633 Existing Customer 59 M 1 Post-Graduate Married $40K - $60K Blue 36 4 2 2 2483.0 1372 1111.0 1.642 1704 35 0.458 0.553 1.2571e-04 0.99987000
717295683 Existing Customer 50 M 0 Doctorate Single $80K - $120K Blue 38 5 2 2 3460.0 1881 1579.0 0.622 1546 35 1.059 0.544 1.4134e-04 0.99986000
713128833 Existing Customer 49 M 2 Unknown Unknown $60K - $80K Blue 36 5 3 2 6511.0 1790 4721.0 0.397 1478 38 0.267 0.275 1.9771e-04 0.99980000
813499458 Attrited Customer 45 M 5 High School Unknown $60K - $80K Blue 40 3 3 1 1438.3 0 1438.3 1.230 2132 31 0.107 0.000 9.9090e-01 0.00910000
710070183 Existing Customer 53 F 1 High School Single Less than $40K Blue 36 3 2 2 2615.0 1772 843.0 0.611 1419 38 0.357 0.678 1.0386e-04 0.99990000
789605658 Existing Customer 42 F 1 Doctorate Married $40K - $60K Blue 35 4 3 2 2985.0 2355 630.0 0.602 1065 27 0.588 0.789 2.4431e-04 0.99976000
710045058 Existing Customer 46 M 5 High School Married $40K - $60K Silver 28 5 1 3 18797.0 2158 16639.0 0.446 1364 40 0.538 0.115 8.4008e-05 0.99992000
710164683 Existing Customer 33 M 1 Graduate Married $60K - $80K Blue 22 3 1 3 2859.0 2517 342.0 1.254 2247 36 0.636 0.880 8.6952e-05 0.99991000
710802258 Existing Customer 46 F 2 Graduate Married Less than $40K Blue 38 4 3 0 2888.0 2245 643.0 0.772 1111 26 0.368 0.777 6.6354e-05 0.99993000
721036233 Existing Customer 61 M 0 High School Married $60K - $80K Blue 36 4 3 3 9172.0 1567 7605.0 1.451 1836 42 0.750 0.171 2.5237e-04 0.99975000
710036508 Existing Customer 42 M 5 Uneducated Married $40K - $60K Blue 34 5 3 2 14281.0 1519 12762.0 0.256 1164 35 0.522 0.106 1.9094e-04 0.99981000
717776808 Existing Customer 47 F 4 Graduate Single Less than $40K Blue 39 3 2 3 7353.0 1450 5903.0 0.739 2005 54 0.459 0.197 2.0077e-04 0.99980000
714906033 Existing Customer 47 F 2 Graduate Single Less than $40K Blue 36 6 2 2 5145.0 0 5145.0 0.693 1588 35 0.944 0.000 1.1382e-04 0.99989000
714273708 Existing Customer 53 F 4 Graduate Married $40K - $60K Blue 36 3 2 3 4753.0 2472 2281.0 1.274 2242 49 0.815 0.520 2.0077e-04 0.99980000
721117533 Existing Customer 46 F 3 Graduate Single Less than $40K Blue 26 3 3 3 2171.0 1418 753.0 0.505 1415 45 0.406 0.653 3.1390e-04 0.99969000
715374558 Existing Customer 26 M 0 College Divorced Less than $40K Blue 36 5 2 3 4150.0 456 3694.0 1.126 2483 74 0.542 0.110 1.5971e-04 0.99984000
824807658 Existing Customer 45 M 3 Graduate Married $60K - $80K Blue 41 6 3 3 9106.0 2477 6629.0 0.515 1239 33 0.737 0.272 3.1390e-04 0.99969000
714940608 Existing Customer 36 M 2 High School Divorced $40K - $60K Blue 36 3 3 2 2686.0 1733 953.0 0.706 2057 53 0.710 0.645 1.7486e-04 0.99983000
824782008 Existing Customer 42 M 3 High School Unknown $60K - $80K Blue 38 5 1 2 10239.0 510 9729.0 0.344 1228 26 0.529 0.050 5.5559e-05 0.99994000
717561108 Existing Customer 52 M 1 Graduate Married $80K - $120K Blue 36 4 3 2 34516.0 549 33967.0 0.780 1629 32 0.778 0.016 1.6883e-04 0.99983000
717127083 Existing Customer 37 M 3 Graduate Married $120K + Blue 25 3 3 0 15017.0 1733 13284.0 0.635 2076 58 0.487 0.115 6.8853e-05 0.99993000
772460508 Existing Customer 53 M 1 Uneducated Married $40K - $60K Blue 43 3 1 2 4426.0 1530 2896.0 0.518 1231 34 0.214 0.346 5.3155e-05 0.99995000
720484908 Existing Customer 65 F 1 Post-Graduate Married $40K - $60K Blue 52 5 3 3 2155.0 0 2155.0 1.423 1655 27 1.250 0.000 3.3411e-04 0.99967000
771237933 Existing Customer 47 M 1 Uneducated Unknown $80K - $120K Blue 34 4 1 3 20620.0 1085 19535.0 1.276 1477 23 0.533 0.053 8.9404e-05 0.99991000
794664183 Existing Customer 38 M 0 Uneducated Married $60K - $80K Blue 19 3 1 3 3238.0 2146 1092.0 0.673 1501 45 0.667 0.663 8.1736e-05 0.99992000
797488158 Existing Customer 52 M 2 High School Married $60K - $80K Blue 46 5 3 0 14316.0 1081 13235.0 0.670 1313 36 0.636 0.076 6.4505e-05 0.99994000
708543258 Existing Customer 36 M 3 High School Married $80K - $120K Blue 36 5 3 2 2607.0 1880 727.0 1.464 2045 39 0.950 0.721 1.8145e-04 0.99982000
778706508 Existing Customer 43 M 4 College Married $60K - $80K Blue 24 3 5 4 6231.0 0 6231.0 1.054 1448 30 0.875 0.000 5.8762e-04 0.99941000
712240083 Attrited Customer 38 F 3 Unknown Single Less than $40K Blue 30 6 2 2 3730.0 2517 1213.0 0.853 858 22 0.467 0.675 9.9236e-01 0.00764000
713650683 Existing Customer 65 F 0 Graduate Married Less than $40K Blue 56 4 1 4 3094.0 2266 828.0 0.724 1591 37 0.321 0.732 1.3562e-04 0.99986000
772532208 Attrited Customer 51 F 2 Doctorate Married Less than $40K Blue 41 2 2 3 6630.0 916 5714.0 0.927 842 24 0.500 0.138 9.9640e-01 0.00359603
778929783 Attrited Customer 40 M 3 Graduate Divorced $80K - $120K Blue 22 2 2 3 1925.0 0 1925.0 0.672 781 28 0.750 0.000 9.9499e-01 0.00501000
714244383 Existing Customer 39 M 3 College Unknown $80K - $120K Blue 36 4 2 3 33406.0 1692 31714.0 1.242 1529 30 0.875 0.051 1.9313e-04 0.99981000
718797558 Existing Customer 39 F 1 Graduate Married Unknown Blue 30 3 2 3 2917.0 1357 1560.0 1.593 2422 46 0.438 0.465 1.7969e-04 0.99982000
712821333 Existing Customer 60 M 0 Uneducated Married $60K - $80K Blue 47 3 3 3 9452.0 2517 6935.0 0.730 1825 50 0.613 0.266 2.6692e-04 0.99973000
721120008 Existing Customer 43 F 2 Uneducated Single $40K - $60K Blue 29 6 3 2 2162.0 1377 785.0 0.600 1555 29 0.706 0.637 1.8494e-04 0.99982000
709633533 Existing Customer 31 M 2 Uneducated Married Less than $40K Blue 18 3 2 4 1438.3 0 1438.3 1.561 2789 50 1.083 0.000 3.3577e-04 0.99966000
710789058 Existing Customer 55 M 1 Graduate Single $120K + Blue 42 4 2 3 34516.0 1478 33038.0 0.967 1308 41 0.414 0.043 1.7969e-04 0.99982000
716174433 Existing Customer 65 F 1 College Married Less than $40K Blue 54 3 3 3 2888.0 1134 1754.0 1.479 2489 54 0.742 0.393 2.7607e-04 0.99972000
789886533 Existing Customer 54 F 1 High School Married Less than $40K Blue 44 3 3 3 3947.0 1746 2201.0 0.478 1110 21 0.400 0.442 2.7604e-04 0.99972000
715210308 Existing Customer 40 F 1 High School Married Unknown Blue 31 3 3 4 15970.0 1212 14758.0 0.542 1260 32 0.524 0.076 4.7086e-04 0.99953000
721038408 Existing Customer 38 F 2 High School Married Less than $40K Blue 27 4 1 2 1830.0 0 1830.0 0.736 1741 43 0.654 0.000 5.3542e-05 0.99995000
713325108 Existing Customer 36 M 2 Post-Graduate Married $60K - $80K Blue 29 5 3 3 7712.0 2517 5195.0 0.676 1845 40 0.739 0.326 3.5594e-04 0.99964000
720352533 Existing Customer 43 M 3 High School Unknown $60K - $80K Blue 36 5 3 3 20811.0 1425 19386.0 0.382 1483 38 0.520 0.068 3.0516e-04 0.99969000
708431433 Existing Customer 41 M 3 Graduate Married $120K + Blue 31 3 3 2 11789.0 1420 10369.0 0.659 1463 32 0.684 0.120 1.8665e-04 0.99981000
716996583 Existing Customer 50 M 3 High School Divorced $120K + Blue 37 3 1 2 3073.0 1792 1281.0 1.099 1734 35 1.188 0.583 5.5559e-05 0.99994000
718699683 Existing Customer 48 M 3 College Married $80K - $120K Silver 36 6 2 2 34516.0 0 34516.0 0.691 1733 54 0.636 0.000 1.0375e-04 0.99990000
771359958 Existing Customer 39 M 4 Unknown Single $120K + Silver 26 6 2 2 34516.0 2517 31999.0 0.887 1689 42 1.100 0.073 1.1856e-04 0.99988000
716604633 Existing Customer 55 F 2 Post-Graduate Married $40K - $60K Blue 46 6 2 2 6725.0 2025 4700.0 0.604 1865 53 0.767 0.301 1.3393e-04 0.99987000
813952233 Existing Customer 44 M 3 Graduate Unknown Less than $40K Blue 39 5 2 4 2978.0 2134 844.0 0.579 1413 46 0.394 0.717 3.3886e-04 0.99966000
713053383 Attrited Customer 42 M 3 Graduate Married $80K - $120K Blue 36 1 1 3 34516.0 781 33735.0 0.803 853 12 0.091 0.023 9.8971e-01 0.01029000
709979583 Existing Customer 54 M 3 Graduate Married $120K + Blue 46 3 1 3 34516.0 854 33662.0 0.928 1999 54 0.800 0.025 9.6126e-05 0.99990000
709380333 Existing Customer 57 M 1 Uneducated Married $120K + Blue 36 6 2 3 24545.0 1735 22810.0 0.664 1671 45 0.500 0.071 1.8475e-04 0.99982000
778574283 Existing Customer 53 F 1 Uneducated Married $40K - $60K Blue 46 5 2 3 1438.3 0 1438.3 0.743 2118 64 0.455 0.000 1.8475e-04 0.99982000
789875883 Existing Customer 41 F 4 Uneducated Single Less than $40K Blue 31 5 1 2 2490.0 627 1863.0 0.345 1391 45 0.364 0.252 5.9391e-05 0.99994000
714661233 Existing Customer 39 M 1 Graduate Single $120K + Blue 24 6 2 4 10074.0 2517 7557.0 0.770 1729 52 0.926 0.250 3.0653e-04 0.99969000
813915933 Existing Customer 45 M 2 Graduate Divorced $40K - $60K Blue 40 3 3 2 2259.0 954 1305.0 0.695 1393 35 0.842 0.422 1.7987e-04 0.99982000
708358683 Existing Customer 46 M 2 Graduate Married $80K - $120K Silver 35 6 3 2 34516.0 1236 33280.0 0.549 1665 40 0.667 0.036 1.6253e-04 0.99984000
824761458 Existing Customer 54 M 2 High School Married $80K - $120K Blue 50 4 2 3 9519.0 1936 7583.0 0.929 2489 62 1.000 0.203 1.8610e-04 0.99981000
715362183 Existing Customer 40 F 4 Graduate Married Unknown Blue 36 3 1 2 3706.0 1043 2663.0 0.384 1688 38 0.583 0.281 5.7762e-05 0.99994000
721194858 Existing Customer 48 M 4 Graduate Unknown $80K - $120K Blue 40 6 2 2 4438.0 2472 1966.0 0.690 1725 60 0.622 0.557 1.1937e-04 0.99988000
803595858 Attrited Customer 56 F 3 High School Married $40K - $60K Blue 51 5 2 1 1438.3 0 1438.3 0.597 594 14 0.556 0.000 9.8576e-01 0.01424000
716198358 Existing Customer 33 F 4 Post-Graduate Married $40K - $60K Blue 36 4 2 3 2372.0 1887 485.0 0.800 1852 55 0.618 0.796 2.3623e-04 0.99976000
714173808 Existing Customer 44 F 4 Graduate Single Less than $40K Blue 34 5 1 2 4214.0 1249 2965.0 0.542 1389 34 0.478 0.296 5.7762e-05 0.99994000
709465758 Existing Customer 62 F 1 Post-Graduate Married Less than $40K Blue 53 3 1 3 1438.3 0 1438.3 0.699 902 31 0.409 0.000 1.0231e-04 0.99990000
714081558 Existing Customer 33 F 0 Graduate Married Unknown Blue 36 4 2 4 2613.0 1599 1014.0 0.749 1387 31 0.722 0.612 2.8024e-04 0.99972000
717364458 Existing Customer 36 F 3 High School Married Less than $40K Blue 26 6 1 4 4331.0 1445 2886.0 1.070 2053 33 1.750 0.334 1.5942e-04 0.99984000
778755858 Existing Customer 46 M 3 Graduate Unknown $80K - $120K Blue 27 5 1 3 3665.0 1725 1940.0 0.495 1881 55 0.618 0.471 9.6126e-05 0.99990000
710754933 Attrited Customer 61 F 0 Graduate Married Less than $40K Blue 49 6 2 3 1438.3 0 1438.3 0.940 840 20 0.818 0.000 9.9395e-01 0.00605000
720007383 Attrited Customer 41 F 2 Unknown Single Unknown Blue 28 2 1 3 4411.0 2517 1894.0 0.988 803 15 0.875 0.571 9.9028e-01 0.00972000
810220833 Existing Customer 42 M 4 Graduate Unknown $40K - $60K Silver 37 3 6 2 15871.0 2086 13785.0 0.745 1562 43 0.955 0.131 1.3456e-04 0.99987000
718362783 Attrited Customer 35 M 2 Graduate Married $80K - $120K Blue 27 3 2 3 12643.0 0 12643.0 0.393 787 21 0.167 0.000 9.9480e-01 0.00520000
708267858 Existing Customer 65 F 0 High School Married $40K - $60K Blue 36 5 2 3 6088.0 2145 3943.0 1.371 2098 52 0.733 0.352 1.5970e-04 0.99984000
708856983 Attrited Customer 36 M 3 Post-Graduate Married $120K + Blue 27 2 1 2 13873.0 0 13873.0 0.233 694 18 0.286 0.000 9.8535e-01 0.01465000
715588908 Existing Customer 42 F 4 Graduate Single Less than $40K Blue 32 3 2 3 6158.0 0 6158.0 1.411 3132 66 0.784 0.000 2.0077e-04 0.99980000
772674933 Existing Customer 51 M 1 Uneducated Married $80K - $120K Blue 41 5 3 3 5638.0 808 4830.0 0.781 2036 50 0.613 0.143 2.9196e-04 0.99971000
720148983 Existing Customer 54 F 1 Uneducated Married Less than $40K Blue 40 5 2 4 2178.0 1144 1034.0 1.585 1724 47 1.043 0.525 3.1517e-04 0.99968000
720650208 Existing Customer 40 F 3 College Unknown $40K - $60K Blue 22 3 3 3 12588.0 2005 10583.0 0.996 1561 26 1.000 0.159 3.0519e-04 0.99969000
769732233 Existing Customer 40 M 5 Graduate Married $80K - $120K Blue 34 6 2 4 11942.0 1651 10291.0 0.598 1085 29 0.208 0.138 3.3714e-04 0.99966000
713030958 Existing Customer 57 F 2 College Married Less than $40K Blue 44 6 3 2 3914.0 0 3914.0 0.524 1964 54 0.800 0.000 1.7488e-04 0.99983000
711320508 Existing Customer 57 M 4 Graduate Married $80K - $120K Blue 49 4 2 4 3038.0 1410 1628.0 0.644 1762 34 0.700 0.464 3.4248e-04 0.99966000
795795408 Existing Customer 53 M 2 Uneducated Married $40K - $60K Blue 47 3 1 3 5579.0 1423 4156.0 0.503 1514 47 1.136 0.255 9.5249e-05 0.99990000
717904383 Existing Customer 40 M 2 Graduate Married $80K - $120K Blue 31 5 1 2 18693.0 2052 16641.0 0.500 1516 44 0.630 0.110 5.5077e-05 0.99994000
714115533 Existing Customer 28 M 0 Graduate Married Less than $40K Blue 18 5 1 3 2943.0 1789 1154.0 1.271 2591 55 0.897 0.608 7.9494e-05 0.99992000
712475733 Existing Customer 38 F 3 High School Married Less than $40K Blue 28 4 2 3 2435.0 1888 547.0 0.922 1847 39 0.696 0.775 1.9311e-04 0.99981000
718996758 Existing Customer 37 F 2 Graduate Married Less than $40K Blue 30 5 2 2 2077.0 1392 685.0 1.553 1629 36 1.250 0.670 1.1382e-04 0.99989000
713049933 Existing Customer 65 F 1 High School Married Unknown Blue 36 5 2 2 5756.0 0 5756.0 1.046 2144 44 0.630 0.000 1.0386e-04 0.99990000
709961958 Attrited Customer 58 F 4 High School Divorced Unknown Blue 45 4 1 1 21065.0 2517 18548.0 0.840 1060 32 0.333 0.119 9.7132e-01 0.02868000
718301508 Existing Customer 41 M 2 High School Married $60K - $80K Blue 30 6 3 2 9428.0 1765 7663.0 0.587 1457 43 0.593 0.187 1.7486e-04 0.99983000
714831033 Existing Customer 54 M 5 Graduate Married $80K - $120K Blue 47 4 1 3 6065.0 1728 4337.0 0.417 1114 27 0.688 0.285 9.5638e-05 0.99990000
710653158 Existing Customer 39 F 4 Graduate Married Unknown Blue 21 6 1 4 5024.0 1613 3411.0 0.758 1925 40 0.667 0.321 1.6574e-04 0.99983000
721265883 Existing Customer 26 M 1 Graduate Single Less than $40K Blue 13 3 3 2 2174.0 1514 660.0 0.607 2510 44 0.294 0.696 1.6883e-04 0.99983000
715049583 Existing Customer 60 M 1 Unknown Married $60K - $80K Blue 54 5 3 3 3398.0 2341 1057.0 0.714 1169 31 0.409 0.689 3.1211e-04 0.99969000
715394883 Existing Customer 35 F 2 High School Married Unknown Blue 36 3 2 4 4319.0 1151 3168.0 0.594 1852 47 0.424 0.266 3.1746e-04 0.99968000
773448558 Existing Customer 46 M 3 Graduate Divorced $80K - $120K Blue 40 6 3 3 3673.0 2292 1381.0 0.637 1257 34 0.545 0.624 3.1390e-04 0.99969000
717249783 Existing Customer 47 M 4 Unknown Unknown $60K - $80K Blue 39 5 2 2 1815.0 740 1075.0 1.124 1931 67 0.718 0.408 1.3121e-04 0.99987000
708344358 Existing Customer 53 F 3 High School Married Unknown Blue 45 5 1 3 2495.0 1354 1141.0 0.623 1311 31 0.476 0.543 9.3448e-05 0.99991000
712003083 Existing Customer 55 M 1 Graduate Married $80K - $120K Blue 36 3 2 4 34516.0 2102 32414.0 0.912 1612 33 0.737 0.061 3.0653e-04 0.99969000
754282908 Existing Customer 50 F 1 Post-Graduate Married Less than $40K Blue 43 3 1 3 3368.0 844 2524.0 0.838 2022 59 0.686 0.251 1.0231e-04 0.99990000
717412608 Attrited Customer 38 F 2 High School Married $40K - $60K Blue 28 3 2 2 7225.0 0 7225.0 0.419 738 16 0.231 0.000 9.9104e-01 0.00896000
719412258 Existing Customer 39 F 3 Graduate Single Less than $40K Blue 30 5 3 4 5202.0 815 4387.0 1.108 1558 48 0.778 0.157 5.3543e-04 0.99946000
788675658 Existing Customer 39 F 2 Unknown Single Less than $40K Blue 29 6 2 4 1923.0 845 1078.0 0.587 1670 37 0.682 0.439 3.5894e-04 0.99964000
717683583 Existing Customer 39 M 3 High School Single $60K - $80K Blue 36 4 2 3 6929.0 1691 5238.0 0.534 1388 27 0.929 0.244 1.9311e-04 0.99981000
820584408 Existing Customer 49 F 3 Graduate Single Less than $40K Blue 44 3 3 2 4364.0 1507 2857.0 1.050 1392 38 1.375 0.345 1.8665e-04 0.99981000
719392833 Existing Customer 45 F 3 Graduate Married Less than $40K Blue 38 3 3 2 2400.0 1613 787.0 0.629 1311 34 0.417 0.672 1.8665e-04 0.99981000
718595583 Existing Customer 55 M 3 Graduate Married $80K - $120K Blue 36 3 2 3 25878.0 1733 24145.0 0.438 1777 54 0.862 0.067 1.9864e-04 0.99980000
778508883 Existing Customer 44 M 5 Graduate Married $120K + Blue 24 4 1 4 11876.0 1926 9950.0 0.510 1367 33 0.737 0.162 1.6316e-04 0.99984000
715511658 Existing Customer 49 F 5 Post-Graduate Unknown $40K - $60K Blue 39 3 1 4 4568.0 0 4568.0 0.979 1431 27 0.688 0.000 1.9198e-04 0.99981000
711999783 Existing Customer 41 M 3 Uneducated Married $80K - $120K Blue 31 4 2 2 4740.0 1348 3392.0 0.472 1406 23 0.533 0.284 1.2144e-04 0.99988000
753856008 Existing Customer 49 F 2 Unknown Unknown $40K - $60K Blue 42 6 1 4 4949.0 1495 3454.0 0.791 3597 64 0.684 0.302 1.7371e-04 0.99983000
789920883 Existing Customer 45 F 3 Graduate Single Unknown Blue 36 3 3 4 11189.0 2517 8672.0 2.041 2959 58 1.231 0.225 5.3543e-04 0.99946000
788677533 Existing Customer 44 M 4 Unknown Married $120K + Blue 31 4 3 4 34516.0 1197 33319.0 0.669 1594 43 1.150 0.035 5.9480e-04 0.99941000
716284308 Existing Customer 65 M 2 Graduate Married Unknown Blue 55 3 2 2 6099.0 2175 3924.0 0.582 1319 34 0.545 0.357 1.1382e-04 0.99989000
712120608 Attrited Customer 35 M 3 College Married $80K - $120K Blue 27 3 2 3 3575.0 1884 1691.0 0.384 861 15 1.500 0.527 9.9485e-01 0.00515000
715482483 Existing Customer 26 M 0 High School Single Unknown Blue 36 5 2 3 3184.0 1421 1763.0 0.712 2253 59 0.439 0.446 1.5970e-04 0.99984000
720848733 Existing Customer 38 M 1 High School Married $80K - $120K Blue 24 4 3 2 13363.0 1230 12133.0 0.688 1815 33 0.435 0.092 1.6413e-04 0.99984000
708480333 Existing Customer 65 M 0 Unknown Single $40K - $60K Blue 36 5 2 3 2163.0 932 1231.0 1.127 2229 57 0.839 0.431 1.8057e-04 0.99982000
826723308 Existing Customer 58 M 3 College Married $120K + Blue 54 5 1 4 3452.0 2088 1364.0 0.768 1008 21 0.400 0.605 1.5944e-04 0.99984000
801369258 Existing Customer 47 F 5 Post-Graduate Married $40K - $60K Blue 41 6 2 2 4466.0 777 3689.0 1.020 1757 59 0.595 0.174 1.3827e-04 0.99986000
709584483 Existing Customer 33 F 3 Graduate Married Less than $40K Blue 25 4 1 4 3030.0 2517 513.0 0.785 1805 44 0.467 0.831 1.6399e-04 0.99984000
715708308 Existing Customer 54 F 3 Doctorate Married $40K - $60K Blue 39 3 1 3 2112.0 1594 518.0 1.204 1338 29 2.222 0.755 1.3910e-04 0.99986000
779707308 Existing Customer 35 F 1 Graduate Married Less than $40K Blue 18 5 1 2 7583.0 1619 5964.0 1.468 2229 53 1.208 0.214 5.1697e-05 0.99995000
711688158 Existing Customer 47 M 5 Graduate Single $120K + Blue 27 5 3 4 11760.0 2306 9454.0 0.616 1498 49 0.960 0.196 5.3272e-04 0.99947000
711848658 Existing Customer 35 M 3 College Married $60K - $80K Blue 17 3 3 2 2259.0 1776 483.0 1.292 1790 31 0.824 0.786 1.8146e-04 0.99982000
715855083 Existing Customer 48 M 4 High School Married $80K - $120K Blue 36 6 2 4 19762.0 507 19255.0 0.850 2793 67 0.595 0.026 3.3294e-04 0.99967000
778971408 Existing Customer 36 M 4 Doctorate Married $60K - $80K Blue 17 5 2 4 2803.0 1848 955.0 0.614 1968 64 0.524 0.659 4.9554e-04 0.99950000
711648708 Existing Customer 44 M 3 Graduate Married $80K - $120K Blue 36 3 3 2 25666.0 756 24910.0 0.690 4088 84 0.867 0.029 1.8665e-04 0.99981000
713149683 Existing Customer 44 F 3 College Single Less than $40K Blue 24 5 1 4 9297.0 1668 7629.0 0.521 1264 31 0.632 0.179 1.5944e-04 0.99984000
771903033 Existing Customer 36 F 1 Graduate Married Less than $40K Blue 25 5 1 2 2999.0 1247 1752.0 0.962 2017 40 0.600 0.416 5.1697e-05 0.99995000
737925558 Existing Customer 64 M 0 Doctorate Married $40K - $60K Blue 56 3 2 2 4234.0 1893 2341.0 0.585 1439 42 0.355 0.447 1.4134e-04 0.99986000
803347908 Existing Customer 34 F 1 Graduate Single Less than $40K Gold 28 4 3 2 15987.0 0 15987.0 1.494 2327 65 0.806 0.000 1.9451e-04 0.99981000
817285758 Existing Customer 49 M 4 Graduate Single $80K - $120K Blue 33 5 5 3 16435.0 0 16435.0 0.676 1721 56 0.514 0.000 3.5434e-04 0.99965000
711480108 Existing Customer 37 M 4 High School Married $60K - $80K Blue 24 3 1 4 5335.0 2145 3190.0 0.879 1888 43 0.433 0.402 1.6112e-04 0.99984000
709662708 Existing Customer 65 M 1 High School Married $40K - $60K Blue 53 3 3 3 3506.0 1604 1902.0 0.574 1953 61 0.649 0.458 2.7604e-04 0.99972000
709224858 Existing Customer 53 M 2 Post-Graduate Married $80K - $120K Blue 36 5 1 2 3610.0 1629 1981.0 0.821 1652 40 0.481 0.451 6.4807e-05 0.99994000
821771508 Existing Customer 32 M 0 High School Married $40K - $60K Blue 28 5 1 2 3172.0 2055 1117.0 0.663 1939 36 0.636 0.648 4.5946e-05 0.99995000
712216533 Existing Customer 44 M 5 Unknown Single $80K - $120K Blue 34 6 2 3 8206.0 763 7443.0 0.870 1715 43 0.720 0.093 2.1724e-04 0.99978000
710522433 Existing Customer 65 M 0 Graduate Married Less than $40K Blue 46 3 2 2 2416.0 1499 917.0 0.905 2372 53 0.514 0.620 9.7673e-05 0.99990000
779046408 Existing Customer 60 M 0 Graduate Married $40K - $60K Blue 41 3 2 4 2458.0 1880 578.0 0.759 1238 30 0.579 0.765 2.8024e-04 0.99972000
708595158 Existing Customer 27 F 0 Graduate Single Less than $40K Blue 36 6 1 2 1677.0 1598 79.0 0.994 2389 43 0.536 0.953 4.7263e-05 0.99995000
757266933 Existing Customer 52 M 2 Post-Graduate Married $60K - $80K Blue 45 4 1 4 11819.0 929 10890.0 0.773 2431 46 0.484 0.079 1.8595e-04 0.99981000
816776283 Existing Customer 42 M 4 High School Unknown $80K - $120K Gold 37 5 1 2 34516.0 1797 32719.0 1.314 1534 30 0.875 0.052 6.4694e-05 0.99994000
719904333 Existing Customer 29 M 0 Graduate Married $40K - $60K Blue 36 3 3 4 1459.0 590 869.0 1.164 2229 52 1.080 0.404 4.4282e-04 0.99956000
718264233 Existing Customer 29 M 0 High School Married $40K - $60K Blue 13 4 1 4 1458.0 671 787.0 1.583 2449 56 0.931 0.460 1.3184e-04 0.99987000
784798683 Existing Customer 38 M 2 High School Married $40K - $60K Blue 32 3 2 2 1438.3 0 1438.3 0.846 1999 39 0.560 0.000 1.1065e-04 0.99989000
710899833 Attrited Customer 36 M 2 Graduate Married $40K - $60K Blue 18 3 1 3 7758.0 1408 6350.0 0.365 569 23 0.643 0.181 9.8932e-01 0.01068000
780025908 Existing Customer 40 F 2 Post-Graduate Married Less than $40K Silver 30 4 2 2 10836.0 1932 8904.0 0.563 1293 31 0.824 0.178 1.2101e-04 0.99988000
713610033 Existing Customer 47 M 3 Post-Graduate Single $60K - $80K Blue 36 5 3 3 5062.0 1996 3066.0 0.591 1314 40 0.429 0.394 3.6935e-04 0.99963000
709364433 Existing Customer 36 F 3 High School Married Unknown Blue 30 6 2 2 3399.0 2173 1226.0 0.795 1571 34 1.000 0.639 1.1482e-04 0.99989000
713086908 Existing Customer 26 M 0 High School Single $40K - $60K Blue 36 5 2 2 2212.0 1670 542.0 0.777 2520 51 0.545 0.755 9.4951e-05 0.99991000
709793133 Existing Customer 43 F 2 Unknown Single $40K - $60K Blue 36 6 1 4 3186.0 2470 716.0 0.580 1531 37 0.233 0.775 1.7371e-04 0.99983000
710032608 Existing Customer 52 F 1 Graduate Single Less than $40K Blue 32 3 1 3 5927.0 2320 3607.0 0.544 1558 46 0.643 0.391 8.6952e-05 0.99991000
779351208 Existing Customer 49 M 2 Unknown Single $60K - $80K Blue 34 4 1 4 5176.0 0 5176.0 0.838 1902 56 0.931 0.000 1.7371e-04 0.99983000
719776608 Existing Customer 50 M 2 Graduate Married $80K - $120K Blue 37 3 1 3 3126.0 0 3126.0 0.824 1388 41 0.464 0.000 9.2637e-05 0.99991000
709220583 Existing Customer 34 M 3 Graduate Divorced $80K - $120K Blue 21 6 4 2 4670.0 0 4670.0 0.883 2256 56 0.600 0.000 2.2556e-04 0.99977000
719555733 Existing Customer 53 F 2 Uneducated Married Unknown Blue 36 4 3 3 2162.0 1592 570.0 0.547 1736 42 0.615 0.736 3.1104e-04 0.99969000
740852733 Existing Customer 49 M 3 High School Married $80K - $120K Blue 42 4 1 2 10155.0 1805 8350.0 0.673 1685 49 0.815 0.178 5.5559e-05 0.99994000
709528308 Existing Customer 53 M 4 High School Married $80K - $120K Blue 46 4 2 3 15242.0 1170 14072.0 0.496 1876 57 0.500 0.077 1.9517e-04 0.99980000
715127208 Existing Customer 48 M 3 Doctorate Divorced $120K + Blue 36 4 3 2 34516.0 2517 31999.0 0.697 1699 48 0.846 0.073 2.7008e-04 0.99973000
817144458 Existing Customer 32 F 2 Graduate Single Less than $40K Blue 17 5 1 2 1438.3 1228 210.3 1.132 2580 67 0.971 0.854 5.5077e-05 0.99994000
710628783 Existing Customer 38 M 4 High School Single $80K - $120K Gold 36 6 1 3 34516.0 1140 33376.0 0.815 1445 45 0.957 0.033 1.0881e-04 0.99989000
772145658 Existing Customer 43 M 4 Uneducated Single $80K - $120K Blue 32 4 1 3 16043.0 2036 14007.0 0.700 1394 28 0.750 0.127 9.9893e-05 0.99990000
739594758 Attrited Customer 51 F 2 Graduate Single Less than $40K Blue 44 6 3 2 3181.0 2517 664.0 0.595 818 16 0.455 0.791 9.9447e-01 0.00553000
789198708 Existing Customer 58 M 3 Graduate Married $120K + Blue 47 3 1 2 27088.0 0 27088.0 0.581 1135 24 0.846 0.000 5.7151e-05 0.99994000
720953658 Existing Customer 59 F 0 Graduate Married Less than $40K Blue 36 5 3 4 5688.0 914 4774.0 1.099 1824 53 1.038 0.161 4.4282e-04 0.99956000
771330558 Existing Customer 51 M 4 High School Married $60K - $80K Blue 38 5 2 3 10462.0 1824 8638.0 0.736 1267 31 0.550 0.174 1.9517e-04 0.99980000
714078558 Attrited Customer 62 F 1 High School Married $40K - $60K Blue 53 2 1 1 5249.0 0 5249.0 0.758 1315 31 0.722 0.000 9.6806e-01 0.03194000
712207683 Existing Customer 38 M 0 Unknown Divorced Less than $40K Blue 36 3 3 2 5155.0 684 4471.0 0.588 1555 37 0.480 0.133 1.6966e-04 0.99983000
788826408 Existing Customer 33 M 1 Uneducated Married $120K + Blue 16 6 1 3 10705.0 1352 9353.0 1.171 2434 58 0.812 0.126 8.9404e-05 0.99991000
790128033 Existing Customer 54 M 3 High School Single $80K - $120K Blue 47 3 1 2 16494.0 1348 15146.0 0.759 1302 36 0.385 0.082 5.5559e-05 0.99994000
718082208 Existing Customer 37 F 1 Graduate Married $40K - $60K Blue 30 5 3 4 6469.0 2351 4118.0 1.018 1717 50 0.667 0.363 4.8435e-04 0.99952000
712037358 Existing Customer 30 M 0 Unknown Married $60K - $80K Blue 23 3 3 2 5146.0 1773 3373.0 0.879 1509 45 0.667 0.345 1.6966e-04 0.99983000
711711483 Existing Customer 61 M 0 High School Married $80K - $120K Blue 50 4 1 3 2800.0 2448 352.0 0.549 1433 40 0.481 0.874 7.7279e-05 0.99992000
718861458 Existing Customer 49 M 5 Unknown Single $60K - $80K Blue 36 6 1 2 5159.0 1532 3627.0 0.787 1826 37 0.609 0.297 6.2502e-05 0.99994000
709426608 Existing Customer 56 M 1 Doctorate Married $60K - $80K Blue 46 5 2 4 5248.0 1816 3432.0 0.696 2305 45 0.731 0.346 4.4353e-04 0.99956000
811457058 Existing Customer 51 F 3 Post-Graduate Married Less than $40K Blue 46 5 3 2 5881.0 2005 3876.0 0.659 1931 56 0.806 0.341 2.1962e-04 0.99978000
773073558 Existing Customer 44 F 3 Graduate Divorced Less than $40K Blue 36 6 3 3 1467.0 896 571.0 0.692 1731 54 0.500 0.611 3.1390e-04 0.99969000
715937133 Existing Customer 64 F 1 Uneducated Married $40K - $60K Blue 52 6 2 2 4999.0 2299 2700.0 0.716 1601 48 0.500 0.460 1.0985e-04 0.99989000
713480583 Existing Customer 46 F 3 High School Married Unknown Blue 36 5 2 2 4668.0 0 4668.0 0.890 1612 47 1.474 0.000 1.1482e-04 0.99989000
716383683 Existing Customer 39 F 2 Post-Graduate Unknown Less than $40K Blue 36 4 3 4 1438.3 0 1438.3 0.700 1338 28 0.867 0.000 6.0712e-04 0.99939000
713693958 Existing Customer 38 F 1 Uneducated Single Less than $40K Blue 27 6 3 4 8638.0 0 8638.0 0.489 1295 29 0.381 0.000 4.9800e-04 0.99950000
715443708 Existing Customer 53 M 1 Uneducated Married $120K + Blue 45 5 1 3 9343.0 1286 8057.0 0.712 1385 31 0.722 0.138 8.9404e-05 0.99991000
770769483 Existing Customer 35 M 2 Post-Graduate Married $40K - $60K Blue 21 3 1 3 2256.0 775 1481.0 0.879 1749 33 0.435 0.344 1.0900e-04 0.99989000
789326808 Existing Customer 26 M 0 College Single $60K - $80K Blue 15 5 1 2 8267.0 1720 6547.0 0.633 1917 37 0.480 0.208 4.5950e-05 0.99995000
712105533 Existing Customer 32 M 2 High School Single $40K - $60K Blue 20 6 3 4 2235.0 1638 597.0 0.912 2905 56 0.806 0.733 5.0163e-04 0.99950000
720674133 Existing Customer 36 M 1 Uneducated Married $40K - $60K Blue 16 5 3 2 3735.0 2027 1708.0 0.790 1672 48 0.655 0.543 1.7360e-04 0.99983000
779216358 Attrited Customer 48 M 2 College Married $80K - $120K Blue 38 2 2 3 2111.0 0 2111.0 0.531 773 17 0.133 0.000 9.9466e-01 0.00534000
717322833 Existing Customer 55 M 2 Unknown Single $80K - $120K Blue 36 5 2 2 10604.0 1988 8616.0 0.644 1578 30 0.579 0.187 1.2511e-04 0.99987000
710279508 Existing Customer 52 M 2 Graduate Married $80K - $120K Blue 42 5 3 2 21782.0 1006 20776.0 0.654 1537 35 0.591 0.046 1.7987e-04 0.99982000
712168833 Existing Customer 52 F 1 High School Married Less than $40K Blue 36 6 3 3 2133.0 1469 664.0 0.831 1426 37 0.682 0.689 2.7604e-04 0.99972000
780581508 Existing Customer 58 F 1 Doctorate Single $40K - $60K Silver 47 5 2 4 16677.0 1590 15087.0 0.885 1410 37 0.609 0.095 4.0077e-04 0.99960000
711957708 Existing Customer 38 F 2 Graduate Married Less than $40K Blue 36 6 3 4 2717.0 1591 1126.0 1.596 2064 33 1.062 0.586 5.1600e-04 0.99948000
778782858 Existing Customer 60 M 1 Graduate Single Less than $40K Blue 48 5 3 3 3980.0 930 3050.0 0.720 4449 82 0.608 0.234 2.8395e-04 0.99972000
712924383 Attrited Customer 55 M 3 Unknown Single $60K - $80K Blue 36 3 2 2 8411.0 979 7432.0 1.029 990 22 0.375 0.116 9.9236e-01 0.00764000
709366458 Existing Customer 43 F 3 College Married Less than $40K Blue 36 3 2 4 2227.0 1394 833.0 1.481 1972 41 0.864 0.626 3.2945e-04 0.99967000
796990908 Existing Customer 35 M 3 Post-Graduate Single $80K - $120K Silver 29 5 3 2 34516.0 1872 32644.0 1.068 2227 61 1.103 0.054 1.9844e-04 0.99980000
715702758 Existing Customer 38 F 4 Graduate Married Less than $40K Blue 36 4 3 3 1860.0 0 1860.0 0.992 1731 29 0.611 0.000 3.1726e-04 0.99968000
788974608 Existing Customer 48 M 3 Graduate Unknown $60K - $80K Blue 35 5 1 3 2829.0 2342 487.0 0.991 1561 41 1.050 0.828 9.6126e-05 0.99990000
714790008 Existing Customer 38 F 1 Unknown Single Less than $40K Blue 36 3 2 3 3764.0 0 3764.0 0.583 1572 57 0.357 0.000 1.9751e-04 0.99980000
787438983 Existing Customer 43 M 3 College Single $40K - $60K Blue 23 6 2 2 4559.0 1664 2895.0 0.871 1652 37 0.609 0.365 1.1483e-04 0.99989000
713834358 Existing Customer 36 F 2 Post-Graduate Married Less than $40K Blue 25 5 3 4 4701.0 1492 3209.0 0.805 1679 32 0.455 0.317 6.0712e-04 0.99939000
710084883 Existing Customer 34 M 2 College Married $80K - $120K Blue 22 4 2 4 1631.0 0 1631.0 1.893 2962 57 1.111 0.000 3.1749e-04 0.99968000
710736558 Existing Customer 39 F 2 Unknown Married Unknown Blue 36 4 3 4 8096.0 1474 6622.0 0.789 1794 41 0.783 0.182 5.6716e-04 0.99943000
788915283 Existing Customer 43 F 2 College Single Less than $40K Blue 29 5 1 2 2304.0 1589 715.0 0.872 1273 36 0.895 0.690 5.3547e-05 0.99995000
714916758 Existing Customer 48 F 2 Uneducated Married $40K - $60K Blue 36 3 3 2 5210.0 0 5210.0 0.531 1309 45 0.607 0.000 1.8494e-04 0.99982000
789611283 Existing Customer 44 M 4 Graduate Married $40K - $60K Blue 38 5 2 3 5452.0 2091 3361.0 0.813 1347 30 0.500 0.384 2.0077e-04 0.99980000
773288958 Existing Customer 38 M 1 Graduate Married $60K - $80K Blue 31 6 3 3 7475.0 1473 6002.0 0.775 1592 30 0.429 0.197 2.8395e-04 0.99972000
811721133 Existing Customer 62 M 1 High School Married $40K - $60K Blue 56 5 3 3 2359.0 1242 1117.0 1.043 2021 50 0.613 0.526 2.7604e-04 0.99972000
813961233 Existing Customer 30 M 0 Unknown Single $80K - $120K Blue 25 5 2 2 4237.0 1676 2561.0 0.786 2465 88 0.725 0.396 1.0736e-04 0.99989000
783020958 Existing Customer 39 M 3 Unknown Married $80K - $120K Blue 33 6 6 4 18582.0 794 17788.0 0.717 1836 46 0.586 0.043 4.6462e-04 0.99954000
715764483 Existing Customer 53 F 3 High School Unknown Less than $40K Blue 37 3 2 4 7202.0 974 6228.0 0.517 1397 33 0.500 0.135 3.2942e-04 0.99967000
798110358 Existing Customer 64 F 1 High School Married $40K - $60K Blue 56 4 2 4 1438.3 0 1438.3 0.693 1417 35 0.591 0.000 2.9799e-04 0.99970000
715745508 Existing Customer 51 F 4 Graduate Single Unknown Blue 34 3 1 2 11221.0 1279 9942.0 1.116 1564 45 1.647 0.114 5.7762e-05 0.99994000
714350658 Existing Customer 32 M 1 Graduate Single Unknown Blue 26 6 3 4 18889.0 1880 17009.0 0.702 2979 55 0.774 0.100 4.8435e-04 0.99952000
826478958 Existing Customer 52 M 1 College Married $80K - $120K Blue 48 4 3 3 2066.0 1601 465.0 0.742 1578 41 0.414 0.775 2.7607e-04 0.99972000
719127558 Existing Customer 43 M 2 High School Divorced $80K - $120K Blue 31 6 2 4 34516.0 1075 33441.0 0.727 3015 65 0.477 0.031 3.1746e-04 0.99968000
712454958 Existing Customer 40 M 5 Graduate Single $60K - $80K Blue 27 6 1 2 2742.0 1416 1326.0 0.761 1539 38 1.111 0.516 5.6861e-05 0.99994000
718561458 Existing Customer 54 M 1 High School Married $60K - $80K Blue 36 4 1 4 20050.0 1225 18825.0 0.907 1306 26 0.238 0.061 1.4421e-04 0.99986000
822984108 Existing Customer 34 F 4 High School Single Less than $40K Blue 30 4 1 3 3046.0 2279 767.0 0.611 2330 69 0.643 0.748 9.4447e-05 0.99991000
719469333 Existing Customer 33 F 1 High School Single Less than $40K Blue 25 6 3 4 6193.0 695 5498.0 0.632 2456 69 0.725 0.112 4.7086e-04 0.99953000
720871383 Existing Customer 36 M 2 Graduate Married $80K - $120K Blue 28 5 3 3 5634.0 1996 3638.0 1.589 2366 49 0.690 0.354 3.0251e-04 0.99970000
788827308 Existing Customer 65 M 1 Graduate Married Less than $40K Blue 50 6 2 4 4507.0 1574 2933.0 0.744 1793 38 0.652 0.349 3.0653e-04 0.99969000
710180958 Existing Customer 43 M 3 High School Single $40K - $60K Blue 33 5 2 3 3040.0 2517 523.0 0.493 1598 31 0.476 0.828 1.9311e-04 0.99981000
778346283 Existing Customer 53 M 0 Graduate Married $120K + Blue 33 4 3 3 21006.0 1905 19101.0 0.701 1856 57 0.781 0.091 2.5960e-04 0.99974000
787547208 Existing Customer 48 F 3 College Single Less than $40K Blue 38 3 3 4 7326.0 1710 5616.0 1.171 1852 62 1.000 0.233 5.2057e-04 0.99948000
714983283 Attrited Customer 39 F 3 High School Single Less than $40K Blue 36 6 1 3 3651.0 0 3651.0 0.977 862 19 1.111 0.000 9.8941e-01 0.01059000
789344358 Existing Customer 57 F 1 Unknown Married Less than $40K Blue 47 4 1 3 3416.0 2468 948.0 0.598 1536 42 0.556 0.722 9.5577e-05 0.99990000
710406633 Attrited Customer 51 F 3 Uneducated Married Unknown Blue 36 3 3 2 3664.0 0 3664.0 0.839 1168 31 0.409 0.000 9.9482e-01 0.00518000
767653233 Existing Customer 48 M 3 Graduate Married $60K - $80K Blue 42 6 1 3 6085.0 930 5155.0 1.307 3154 59 0.967 0.153 9.6126e-05 0.99990000
719461008 Existing Customer 51 M 2 High School Married $60K - $80K Blue 38 5 3 2 22332.0 1748 20584.0 0.841 1318 28 0.647 0.078 1.7486e-04 0.99983000
789731433 Existing Customer 26 F 0 Unknown Single Less than $40K Blue 13 4 2 4 2063.0 1390 673.0 0.877 2602 42 0.556 0.674 3.0803e-04 0.99969000
775198608 Existing Customer 38 F 2 Graduate Married Less than $40K Blue 32 5 3 3 4429.0 0 4429.0 1.065 1970 40 0.818 0.000 3.0251e-04 0.99970000
717567333 Existing Customer 35 M 3 Graduate Married $60K - $80K Blue 26 6 3 2 3991.0 1982 2009.0 0.748 1661 35 0.944 0.497 1.8665e-04 0.99981000
772794108 Existing Customer 46 F 3 Doctorate Single Less than $40K Blue 36 5 1 4 2201.0 651 1550.0 0.825 3165 65 0.585 0.296 2.3730e-04 0.99976000
712072908 Existing Customer 48 M 4 College Single $80K - $120K Blue 36 4 3 2 2852.0 736 2116.0 0.386 1382 40 0.290 0.258 1.8340e-04 0.99982000
709328733 Existing Customer 49 F 2 Uneducated Married Less than $40K Blue 37 6 3 3 9723.0 2459 7264.0 0.444 1258 24 1.000 0.253 3.1104e-04 0.99969000
788107683 Existing Customer 35 M 4 High School Married $40K - $60K Blue 27 6 2 3 5325.0 1318 4007.0 1.045 1814 43 0.593 0.248 1.9517e-04 0.99980000
713757633 Existing Customer 65 F 0 Unknown Married $40K - $60K Blue 56 3 2 4 7427.0 1303 6124.0 0.610 1596 42 0.909 0.175 3.0803e-04 0.99969000
713279808 Existing Customer 53 M 2 Unknown Married $60K - $80K Blue 36 6 3 3 5619.0 1310 4309.0 1.276 1816 30 1.143 0.233 3.3251e-04 0.99967000
712440483 Existing Customer 54 F 2 Uneducated Married Less than $40K Blue 44 3 1 3 5413.0 1836 3577.0 0.766 1164 43 0.593 0.339 9.5249e-05 0.99990000
715078383 Existing Customer 64 F 0 Graduate Married Unknown Blue 36 3 1 3 7646.0 1010 6636.0 0.421 1667 47 0.469 0.132 7.9494e-05 0.99992000
709214358 Existing Customer 39 F 3 Graduate Divorced Unknown Blue 30 3 3 2 2420.0 1422 998.0 0.731 1362 24 0.714 0.588 1.8665e-04 0.99981000
778399008 Existing Customer 50 M 0 High School Married $80K - $120K Blue 30 3 4 2 4252.0 0 4252.0 0.478 1598 45 0.324 0.000 1.8134e-04 0.99982000
811534983 Existing Customer 54 F 3 Graduate Married Less than $40K Blue 49 5 2 4 2031.0 1069 962.0 0.870 1943 47 0.621 0.526 3.3886e-04 0.99966000
719728383 Existing Customer 38 F 4 Graduate Married Unknown Blue 28 4 1 2 6861.0 1598 5263.0 2.103 2228 39 0.950 0.233 5.7762e-05 0.99994000
718726833 Existing Customer 39 M 1 High School Married $80K - $120K Blue 28 4 2 4 3327.0 0 3327.0 1.089 1665 36 0.636 0.000 2.9799e-04 0.99970000
780605508 Existing Customer 53 M 1 Unknown Married $40K - $60K Blue 41 5 1 3 2885.0 1433 1452.0 1.017 1170 23 0.769 0.497 9.5577e-05 0.99990000
719450508 Existing Customer 53 M 2 High School Married $120K + Blue 41 4 3 3 7272.0 2037 5235.0 0.795 2333 56 0.697 0.280 2.9408e-04 0.99971000
711213108 Existing Customer 32 M 1 College Divorced $80K - $120K Blue 36 5 3 4 34516.0 0 34516.0 0.845 2305 60 0.714 0.000 4.7091e-04 0.99953000
708488208 Existing Customer 57 F 3 Uneducated Married Less than $40K Blue 47 5 3 3 2515.0 1922 593.0 1.181 2231 58 0.611 0.764 3.2275e-04 0.99968000
717206508 Existing Customer 65 F 0 High School Married Less than $40K Blue 36 3 2 2 2798.0 1806 992.0 0.765 1543 35 0.591 0.645 9.4951e-05 0.99991000
821836008 Existing Customer 57 M 2 Uneducated Single $80K - $120K Blue 53 5 2 4 34516.0 2099 32417.0 0.629 1233 26 0.857 0.061 3.3577e-04 0.99966000
807244983 Existing Customer 65 F 0 College Married Less than $40K Blue 56 6 1 2 1438.3 680 758.3 0.512 2283 55 0.571 0.473 4.5950e-05 0.99995000
821872758 Existing Customer 65 M 0 High School Single Less than $40K Silver 56 4 2 4 12609.0 2517 10092.0 0.833 2121 49 0.531 0.200 2.4617e-04 0.99975000
809959683 Existing Customer 55 M 2 College Married $80K - $120K Blue 50 4 2 4 19159.0 2108 17051.0 0.690 1813 52 0.576 0.110 3.1749e-04 0.99968000
715079208 Existing Customer 54 M 1 College Married $80K - $120K Blue 42 4 1 4 9642.0 2517 7125.0 0.614 1401 35 0.458 0.261 1.4422e-04 0.99986000
767049258 Existing Customer 44 M 4 High School Single $120K + Blue 37 5 3 3 8396.0 1672 6724.0 0.602 1475 35 0.750 0.199 3.0842e-04 0.99969000
709579383 Existing Customer 58 M 1 Uneducated Married $80K - $120K Blue 50 5 3 2 6978.0 1148 5830.0 1.645 1362 26 1.000 0.165 1.7360e-04 0.99983000
781923483 Existing Customer 53 F 1 College Married $40K - $60K Blue 47 3 3 4 2459.0 1733 726.0 1.216 2309 62 0.632 0.705 4.7091e-04 0.99953000
718654533 Existing Customer 33 F 1 High School Single Less than $40K Silver 24 5 2 2 12956.0 0 12956.0 1.053 2492 56 0.931 0.000 9.3844e-05 0.99991000
716169258 Existing Customer 47 F 5 Graduate Married Less than $40K Blue 39 3 3 4 7128.0 1560 5568.0 0.573 1468 44 0.760 0.219 5.3272e-04 0.99947000
713908683 Existing Customer 51 M 1 Unknown Single $80K - $120K Blue 41 6 2 2 18749.0 1314 17435.0 0.711 1381 33 0.435 0.070 1.1743e-04 0.99988000
708212658 Existing Customer 38 F 3 Graduate Married Less than $40K Blue 18 6 3 2 2193.0 1260 933.0 0.886 1799 47 0.567 0.575 1.8665e-04 0.99981000
756013833 Existing Customer 57 M 3 Doctorate Married $80K - $120K Blue 50 3 2 3 4522.0 1861 2661.0 0.957 1806 38 0.727 0.412 2.8744e-04 0.99971000
719358333 Existing Customer 36 M 4 Uneducated Married $40K - $60K Blue 28 3 1 4 2157.0 574 1583.0 0.825 1663 33 0.320 0.266 1.7042e-04 0.99983000
713735508 Existing Customer 35 M 3 Uneducated Married $80K - $120K Blue 25 3 1 2 11927.0 675 11252.0 0.574 1986 36 0.636 0.057 5.8763e-05 0.99994000
805259733 Existing Customer 55 F 2 Unknown Married Unknown Blue 50 6 1 4 11341.0 0 11341.0 0.412 1731 46 0.586 0.000 1.7371e-04 0.99983000
738749733 Existing Customer 57 F 4 Doctorate Married Unknown Blue 47 4 3 3 7345.0 1814 5531.0 0.472 1390 30 0.250 0.247 4.5905e-04 0.99954000
814833408 Existing Customer 56 M 2 Doctorate Married $60K - $80K Blue 51 3 3 4 6036.0 1409 4627.0 0.560 1741 45 0.364 0.233 7.4656e-04 0.99925000
719182308 Existing Customer 38 F 2 High School Single Less than $40K Blue 27 6 1 3 2096.0 1567 529.0 0.778 1559 49 1.042 0.748 9.0056e-05 0.99991000
818497758 Existing Customer 54 F 3 Graduate Married Less than $40K Blue 49 4 1 3 1906.0 1271 635.0 0.574 1343 37 0.682 0.667 9.6126e-05 0.99990000
719518308 Existing Customer 48 M 2 Unknown Unknown $80K - $120K Blue 35 5 2 4 5039.0 0 5039.0 0.757 1390 23 0.769 0.000 3.5894e-04 0.99964000
709991883 Attrited Customer 53 M 1 Graduate Married $80K - $120K Blue 42 2 1 2 6214.0 1147 5067.0 0.861 938 35 0.750 0.185 9.8102e-01 0.01898000
770901258 Existing Customer 30 F 1 Graduate Married Less than $40K Blue 17 3 1 3 1512.0 810 702.0 1.294 2558 44 0.571 0.536 8.6952e-05 0.99991000
711499158 Existing Customer 47 M 2 Uneducated Married $80K - $120K Silver 38 4 3 4 34516.0 733 33783.0 1.229 3018 60 0.538 0.021 4.7940e-04 0.99952000
720445533 Existing Customer 60 F 1 College Married Less than $40K Blue 53 4 3 3 3346.0 922 2424.0 0.913 1276 21 0.750 0.276 2.7607e-04 0.99972000
809951133 Attrited Customer 54 M 3 College Single $120K + Blue 49 3 2 3 34516.0 0 34516.0 1.203 2115 24 0.263 0.000 9.9485e-01 0.00515000
714657108 Existing Customer 37 F 2 Uneducated Married Less than $40K Blue 28 5 2 4 6660.0 1362 5298.0 1.360 2660 51 0.759 0.205 3.3577e-04 0.99966000
789048858 Existing Customer 32 F 1 Post-Graduate Married Less than $40K Blue 20 5 2 3 2234.0 1865 369.0 0.732 2115 59 0.439 0.835 2.1143e-04 0.99979000
771816408 Existing Customer 44 F 4 Uneducated Married Less than $40K Blue 33 5 4 2 9671.0 704 8967.0 0.699 2955 66 0.941 0.073 2.3440e-04 0.99977000
798158808 Existing Customer 53 F 1 College Single $40K - $60K Blue 47 5 3 2 6605.0 1479 5126.0 0.739 2017 47 0.679 0.224 1.6415e-04 0.99984000
787685658 Existing Customer 43 M 2 High School Divorced $80K - $120K Blue 33 4 3 2 3083.0 1898 1185.0 1.042 1448 30 2.000 0.616 1.7486e-04 0.99983000
720141408 Attrited Customer 49 F 2 Graduate Single Less than $40K Blue 31 5 1 2 5456.0 951 4505.0 0.737 1096 27 0.588 0.174 9.8217e-01 0.01783000
788699808 Existing Customer 38 F 4 Unknown Single Unknown Blue 14 4 1 2 4394.0 0 4394.0 0.889 1538 43 0.536 0.000 6.3492e-05 0.99994000
708216108 Existing Customer 56 F 1 College Married $40K - $60K Blue 44 5 1 4 4088.0 1557 2531.0 1.248 2250 39 0.857 0.381 1.4422e-04 0.99986000
715074258 Existing Customer 26 F 0 Graduate Single $40K - $60K Blue 36 5 3 3 3930.0 0 3930.0 0.758 2067 42 0.355 0.000 2.5960e-04 0.99974000
771653583 Existing Customer 58 M 1 High School Married $60K - $80K Blue 46 3 2 4 4188.0 1147 3041.0 1.042 1276 25 1.083 0.274 2.9799e-04 0.99970000
717374358 Existing Customer 33 M 1 Unknown Married $60K - $80K Blue 22 3 3 0 3637.0 1998 1639.0 1.412 2161 56 0.931 0.549 6.8460e-05 0.99993000
720836808 Existing Customer 35 M 3 High School Single $80K - $120K Blue 28 4 2 2 11521.0 1147 10374.0 1.023 2260 68 1.125 0.100 1.1482e-04 0.99989000
818701383 Existing Customer 37 M 3 High School Married $60K - $80K Blue 32 6 2 2 2253.0 1667 586.0 0.884 1641 45 0.667 0.740 1.1482e-04 0.99989000
717277833 Existing Customer 27 F 1 Graduate Single Unknown Blue 13 6 2 4 2339.0 2080 259.0 1.067 2294 45 0.452 0.889 3.0653e-04 0.99969000
778137108 Existing Customer 43 M 4 High School Single $80K - $120K Blue 37 6 1 2 30503.0 2517 27986.0 0.462 1860 47 0.306 0.083 5.6153e-05 0.99994000
720973833 Existing Customer 49 M 2 Graduate Divorced $60K - $80K Blue 36 5 3 2 4596.0 0 4596.0 0.930 2872 62 0.722 0.000 1.7987e-04 0.99982000
768490458 Attrited Customer 49 M 2 Uneducated Married $80K - $120K Blue 43 1 3 3 5701.0 2517 3184.0 0.716 961 32 0.524 0.442 9.9680e-01 0.00320374
751487358 Existing Customer 39 F 3 Graduate Married Less than $40K Blue 32 5 6 3 3221.0 0 3221.0 0.678 1765 40 0.600 0.000 2.4781e-04 0.99975000
712742808 Existing Customer 41 F 3 Uneducated Married Less than $40K Blue 29 5 3 3 3022.0 1142 1880.0 0.403 1184 21 0.615 0.378 3.2275e-04 0.99968000
712820208 Existing Customer 32 F 0 High School Divorced Less than $40K Blue 36 5 2 4 2699.0 1609 1090.0 0.893 2141 56 0.806 0.596 2.7243e-04 0.99973000
794649858 Existing Customer 58 F 1 Uneducated Married Less than $40K Blue 39 3 3 3 2210.0 1624 586.0 0.627 1287 37 0.480 0.735 2.9196e-04 0.99971000
755262933 Existing Customer 56 M 2 Post-Graduate Married $60K - $80K Blue 49 5 3 4 1438.3 0 1438.3 0.770 1446 38 0.810 0.000 6.0712e-04 0.99939000
709541433 Existing Customer 37 M 2 Graduate Married Less than $40K Blue 36 3 3 4 2041.0 1687 354.0 0.677 1555 45 0.552 0.827 5.1600e-04 0.99948000
820622433 Existing Customer 39 M 1 High School Married $120K + Blue 34 4 2 2 3250.0 1698 1552.0 0.767 2006 58 0.568 0.522 1.0386e-04 0.99990000
712586583 Existing Customer 26 F 0 Graduate Single $40K - $60K Blue 13 6 3 4 1643.0 1101 542.0 0.713 2152 50 0.471 0.670 4.4282e-04 0.99956000
709816158 Existing Customer 31 F 1 Unknown Single Unknown Silver 36 4 3 2 34516.0 0 34516.0 0.791 2183 60 1.069 0.000 1.6768e-04 0.99983000
712196508 Attrited Customer 46 F 3 High School Single Unknown Blue 34 4 3 3 29543.0 1164 28379.0 0.717 1015 27 0.350 0.039 9.9673e-01 0.00326528
767269908 Existing Customer 36 M 2 College Married $120K + Blue 29 6 3 2 3158.0 0 3158.0 1.209 2973 63 0.969 0.000 1.7488e-04 0.99983000
710927733 Existing Customer 39 M 1 Unknown Married $80K - $120K Blue 36 6 2 3 2899.0 1999 900.0 0.832 1687 35 0.591 0.690 1.9751e-04 0.99980000
711310908 Existing Customer 53 F 4 College Married Less than $40K Blue 36 4 1 3 2972.0 2160 812.0 0.956 2552 62 0.676 0.727 9.4455e-05 0.99991000
788862333 Existing Customer 38 F 3 Uneducated Married Less than $40K Blue 23 6 2 2 5645.0 0 5645.0 1.050 1527 32 0.455 0.000 1.2144e-04 0.99988000
713194608 Existing Customer 37 M 2 Graduate Married Less than $40K Blue 36 6 3 2 2463.0 1751 712.0 0.854 2171 58 0.758 0.711 1.7987e-04 0.99982000
793550958 Existing Customer 47 F 2 Graduate Married Less than $40K Blue 41 5 3 4 1438.3 0 1438.3 0.800 1501 40 0.739 0.000 5.1600e-04 0.99948000
712607583 Existing Customer 56 M 1 College Divorced $80K - $120K Blue 36 3 3 3 34516.0 1477 33039.0 1.234 2395 50 0.724 0.043 2.7607e-04 0.99972000
713921058 Existing Customer 55 F 3 High School Married Less than $40K Blue 48 6 2 2 2897.0 1601 1296.0 0.878 1337 25 0.471 0.553 1.1482e-04 0.99989000
709183683 Existing Customer 31 F 0 Uneducated Single Less than $40K Blue 36 4 2 0 5391.0 0 5391.0 1.075 1971 56 0.600 0.000 3.7045e-05 0.99996000
713407458 Existing Customer 62 F 0 Graduate Single Unknown Blue 36 5 2 4 2870.0 2284 586.0 0.661 3946 74 0.574 0.796 2.8024e-04 0.99972000
715241583 Existing Customer 34 M 3 High School Married $120K + Blue 25 3 2 4 23959.0 2517 21442.0 0.926 1870 45 0.667 0.105 3.2942e-04 0.99967000
710475408 Existing Customer 33 M 3 High School Married $60K - $80K Blue 25 5 2 2 14918.0 2028 12890.0 1.342 2171 35 1.059 0.136 1.1482e-04 0.99989000
708971583 Existing Customer 38 F 2 Uneducated Single Less than $40K Blue 29 3 3 2 3590.0 1924 1666.0 0.573 1472 37 0.762 0.536 1.8494e-04 0.99982000
714547458 Existing Customer 65 M 0 Graduate Married $40K - $60K Blue 56 3 3 2 2297.0 0 2297.0 0.511 1941 51 0.417 0.000 1.5435e-04 0.99985000
827631483 Existing Customer 57 M 1 High School Married $80K - $120K Blue 53 3 2 4 25058.0 1710 23348.0 0.613 2053 55 0.528 0.068 2.9799e-04 0.99970000
711159108 Attrited Customer 58 F 0 High School Married Less than $40K Blue 36 3 2 2 7418.0 396 7022.0 0.826 911 26 1.000 0.053 9.8958e-01 0.01042000
789262683 Existing Customer 60 M 1 Unknown Divorced $40K - $60K Blue 49 4 3 2 3012.0 0 3012.0 0.538 1315 23 0.278 0.000 1.8558e-04 0.99981000
712940508 Existing Customer 39 M 3 Unknown Single $40K - $60K Blue 24 3 1 4 4562.0 1721 2841.0 0.896 1896 50 1.500 0.377 1.8025e-04 0.99982000
789733008 Existing Customer 39 F 2 High School Married Unknown Blue 27 6 2 2 10723.0 1529 9194.0 1.426 2938 63 0.703 0.143 1.1065e-04 0.99989000
714703158 Existing Customer 39 F 2 High School Married Less than $40K Blue 36 6 2 3 1578.0 760 818.0 0.709 2017 43 0.955 0.482 1.8610e-04 0.99981000
710255208 Existing Customer 60 M 0 Uneducated Married Less than $40K Blue 49 4 2 4 2094.0 1560 534.0 0.537 1969 41 0.367 0.745 2.8814e-04 0.99971000
779236083 Existing Customer 37 F 3 High School Married Less than $40K Blue 19 5 1 3 4138.0 0 4138.0 1.168 2420 50 0.613 0.000 9.3448e-05 0.99991000
713438358 Existing Customer 41 F 4 Graduate Married Unknown Blue 30 3 1 2 5417.0 1904 3513.0 0.496 1768 56 0.556 0.351 5.7762e-05 0.99994000
715973583 Existing Customer 56 M 3 Uneducated Married $120K + Blue 36 6 3 3 34516.0 1047 33469.0 0.610 1378 30 0.429 0.030 3.2275e-04 0.99968000
794113758 Existing Customer 60 M 0 High School Married $60K - $80K Blue 54 6 1 2 9592.0 1968 7624.0 0.610 1821 55 0.447 0.205 4.5946e-05 0.99995000
709452633 Existing Customer 56 F 4 High School Single Less than $40K Blue 36 3 1 3 8881.0 2145 6736.0 0.705 2027 49 0.815 0.242 9.4447e-05 0.99991000
788210583 Existing Customer 62 M 0 College Married $40K - $60K Blue 54 3 3 4 1438.3 0 1438.3 0.795 1843 49 0.581 0.000 4.3053e-04 0.99957000
717784983 Existing Customer 41 F 2 Uneducated Married Less than $40K Blue 33 3 3 3 3893.0 1157 2736.0 1.169 1536 39 0.773 0.297 3.1104e-04 0.99969000
786557358 Existing Customer 44 F 1 Unknown Married Less than $40K Blue 38 5 2 4 3242.0 799 2443.0 0.459 1424 37 0.028 0.246 3.3692e-04 0.99966000
768460908 Existing Customer 59 M 1 Graduate Single $40K - $60K Blue 53 3 3 3 6035.0 1392 4643.0 0.361 1551 32 0.600 0.231 2.8395e-04 0.99972000
718899708 Existing Customer 55 F 1 College Married Unknown Blue 36 6 3 2 17642.0 1846 15796.0 0.720 2148 54 0.862 0.105 1.6415e-04 0.99984000
714697533 Existing Customer 26 M 1 High School Single $60K - $80K Blue 15 6 3 3 4327.0 0 4327.0 0.624 2344 48 0.297 0.000 2.7604e-04 0.99972000
713206683 Attrited Customer 40 M 4 Graduate Single $80K - $120K Silver 22 3 1 3 34516.0 0 34516.0 0.640 1028 26 0.300 0.000 9.8874e-01 0.01126000
708679383 Existing Customer 44 F 2 Unknown Unknown Less than $40K Blue 32 5 1 3 4852.0 1777 3075.0 0.667 1775 55 1.037 0.366 1.0183e-04 0.99990000
713067033 Existing Customer 37 M 2 Uneducated Single Unknown Blue 28 5 3 3 7147.0 1424 5723.0 0.821 2539 50 1.273 0.199 3.1104e-04 0.99969000
789314133 Existing Customer 37 M 1 High School Married $60K - $80K Blue 27 6 3 3 10320.0 1799 8521.0 0.750 1754 45 0.500 0.174 2.7604e-04 0.99972000
713956308 Existing Customer 65 F 0 Graduate Married Less than $40K Blue 49 4 2 2 3297.0 2297 1000.0 0.744 1894 56 0.556 0.697 9.7673e-05 0.99990000
711595833 Existing Customer 46 M 3 College Married $60K - $80K Blue 36 5 2 2 9981.0 807 9174.0 0.655 1456 30 0.667 0.081 1.1483e-04 0.99989000
779521533 Existing Customer 53 M 2 High School Married $120K + Blue 36 5 3 3 3329.0 1092 2237.0 1.466 1978 33 0.833 0.328 2.9408e-04 0.99971000
715225458 Existing Customer 56 F 1 Uneducated Married Less than $40K Blue 36 6 3 4 5991.0 1993 3998.0 0.673 1867 53 0.767 0.333 4.9800e-04 0.99950000
716487408 Existing Customer 48 M 3 Graduate Married $40K - $60K Blue 30 3 1 3 3235.0 2517 718.0 1.091 1637 43 0.870 0.778 9.6126e-05 0.99990000
719338383 Existing Customer 34 M 2 High School Married $120K + Blue 21 3 3 3 6259.0 1063 5196.0 0.668 1836 50 0.515 0.170 2.9408e-04 0.99971000
710523333 Existing Customer 65 M 0 Graduate Married Less than $40K Blue 56 6 3 2 2541.0 1616 925.0 0.417 1416 27 0.588 0.636 1.5435e-04 0.99985000
787489083 Existing Customer 55 M 4 Post-Graduate Married $80K - $120K Blue 43 6 2 4 21351.0 2517 18834.0 0.818 1887 32 0.882 0.118 4.0297e-04 0.99960000
720747633 Existing Customer 32 M 1 Unknown Married $40K - $60K Blue 36 3 2 4 8998.0 1471 7527.0 0.844 1931 48 0.371 0.163 3.3692e-04 0.99966000
779480658 Existing Customer 58 F 4 Graduate Married Unknown Blue 42 3 3 4 10247.0 1600 8647.0 0.630 1754 44 0.692 0.156 5.4115e-04 0.99946000
711498258 Existing Customer 54 M 3 High School Married $120K + Blue 42 6 3 2 20311.0 1655 18656.0 0.431 1266 34 0.308 0.081 1.8145e-04 0.99982000
709316433 Existing Customer 52 M 2 High School Single $60K - $80K Silver 33 6 1 4 33182.0 1997 31185.0 0.755 1630 43 0.870 0.060 1.3882e-04 0.99986000
778734108 Existing Customer 36 M 3 Uneducated Married $60K - $80K Blue 16 4 5 4 1686.0 1252 434.0 0.575 1758 42 1.100 0.743 6.1486e-04 0.99939000
778388358 Attrited Customer 56 M 3 Graduate Single $60K - $80K Blue 36 2 2 3 4742.0 855 3887.0 0.635 870 24 0.500 0.180 9.9499e-01 0.00501000
716773533 Existing Customer 33 M 3 Graduate Married $60K - $80K Blue 36 5 1 3 1726.0 1215 511.0 1.175 1712 48 0.548 0.704 9.6126e-05 0.99990000
822130683 Existing Customer 61 M 0 Graduate Married $80K - $120K Blue 56 4 2 4 8420.0 1389 7031.0 0.522 1114 34 0.545 0.165 2.8024e-04 0.99972000
717268458 Existing Customer 61 M 0 Graduate Married $60K - $80K Blue 49 4 3 4 3352.0 1713 1639.0 0.657 1952 50 0.667 0.511 4.4282e-04 0.99956000
827888433 Existing Customer 43 M 4 Uneducated Single $40K - $60K Blue 39 5 2 2 6648.0 2242 4406.0 0.790 2089 60 0.579 0.337 1.2274e-04 0.99988000
716522583 Existing Customer 48 F 3 College Divorced Less than $40K Blue 36 4 3 3 2335.0 1845 490.0 0.537 1362 33 0.269 0.790 3.0519e-04 0.99969000
789415983 Existing Customer 36 M 3 Graduate Married $60K - $80K Blue 27 4 3 2 12397.0 1001 11396.0 0.756 1888 42 0.448 0.081 1.8665e-04 0.99981000
719819958 Existing Customer 34 M 2 Uneducated Married $40K - $60K Blue 26 5 1 4 1438.3 708 730.3 1.212 2243 43 0.483 0.492 1.6249e-04 0.99984000
769579608 Existing Customer 53 F 1 Graduate Single Less than $40K Blue 46 3 6 4 2240.0 1601 639.0 0.833 3795 70 0.750 0.715 3.8238e-04 0.99962000
772353408 Existing Customer 43 F 5 Unknown Single $40K - $60K Blue 33 4 3 4 5330.0 1161 4169.0 0.558 1441 43 0.387 0.218 5.8553e-04 0.99941000
716615583 Existing Customer 61 F 1 High School Married Less than $40K Blue 51 3 3 3 1795.0 794 1001.0 0.953 1834 59 1.107 0.442 2.7604e-04 0.99972000
781131483 Existing Customer 55 M 2 High School Married $80K - $120K Blue 47 3 1 4 5741.0 1894 3847.0 1.111 2170 51 0.962 0.330 1.5363e-04 0.99985000
719101908 Existing Customer 51 F 1 Graduate Married Unknown Blue 39 4 3 3 2002.0 1248 754.0 0.502 1585 40 0.905 0.623 2.8395e-04 0.99972000
720521808 Existing Customer 38 M 1 Graduate Single $80K - $120K Blue 19 6 3 2 25662.0 1515 24147.0 0.556 1484 36 0.636 0.059 1.6883e-04 0.99983000
718136283 Existing Customer 52 M 2 Uneducated Single $80K - $120K Blue 36 3 1 4 22103.0 1515 20588.0 0.506 1541 29 0.318 0.069 1.6249e-04 0.99984000
778855383 Existing Customer 36 F 5 High School Married Less than $40K Blue 17 3 1 3 1438.3 0 1438.3 1.028 1975 40 0.600 0.000 9.2974e-05 0.99991000
779722308 Attrited Customer 45 F 3 High School Married $40K - $60K Blue 30 5 2 2 12355.0 0 12355.0 0.912 1044 28 0.273 0.000 9.9137e-01 0.00863000
818926833 Existing Customer 34 F 3 College Married $40K - $60K Blue 29 4 1 2 2000.0 0 2000.0 0.782 1944 42 0.750 0.000 5.5564e-05 0.99994000
721217283 Existing Customer 27 M 0 Graduate Single $120K + Blue 17 6 2 2 8713.0 1354 7359.0 0.558 2094 36 0.333 0.155 9.7673e-05 0.99990000
717167283 Existing Customer 49 F 5 Unknown Divorced Less than $40K Blue 36 4 1 4 9165.0 0 9165.0 0.597 1846 56 0.647 0.000 1.7934e-04 0.99982000
713371233 Existing Customer 43 F 1 Graduate Married Less than $40K Silver 31 5 1 2 11583.0 631 10952.0 0.714 3320 55 0.774 0.054 4.6711e-05 0.99995000
778426608 Existing Customer 52 M 4 Graduate Married $80K - $120K Blue 32 4 3 3 1438.3 702 736.3 0.805 1805 53 0.606 0.488 3.1726e-04 0.99968000
713823033 Attrited Customer 31 F 2 Unknown Married Unknown Blue 20 3 1 2 8149.0 0 8149.0 0.331 808 30 0.111 0.000 9.8375e-01 0.01625000
787515333 Attrited Customer 40 M 3 Uneducated Married $80K - $120K Blue 29 3 2 3 3616.0 1151 2465.0 0.687 820 21 0.750 0.318 9.9513e-01 0.00487126
710944608 Existing Customer 39 M 3 Graduate Unknown $80K - $120K Blue 31 6 2 4 8434.0 2222 6212.0 0.691 1414 27 0.929 0.263 3.3886e-04 0.99966000
718444233 Existing Customer 45 M 3 Graduate Married $60K - $80K Blue 25 3 3 2 9791.0 1311 8480.0 0.704 1649 59 0.513 0.134 1.8665e-04 0.99981000
771099183 Existing Customer 37 F 2 Graduate Single Less than $40K Blue 24 5 2 3 8444.0 1945 6499.0 0.703 2497 74 0.609 0.230 1.9143e-04 0.99981000
770241333 Existing Customer 49 F 4 Graduate Divorced Less than $40K Blue 43 3 1 4 2228.0 1003 1225.0 1.119 2104 44 0.467 0.450 1.6574e-04 0.99983000
710819733 Attrited Customer 56 M 3 Graduate Married $120K + Blue 36 5 1 1 12211.0 0 12211.0 0.642 903 29 0.526 0.000 9.7180e-01 0.02820000
772155108 Existing Customer 62 F 0 High School Married Less than $40K Blue 51 6 3 4 1438.3 0 1438.3 0.702 1445 38 0.310 0.000 4.3049e-04 0.99957000
798796233 Existing Customer 37 F 3 High School Married $40K - $60K Blue 31 5 3 3 1586.0 1038 548.0 0.973 1724 24 0.714 0.654 3.0516e-04 0.99969000
815472108 Existing Customer 42 M 3 High School Single $40K - $60K Blue 37 3 3 3 2247.0 1045 1202.0 0.952 1300 31 0.550 0.465 3.0516e-04 0.99969000
769145733 Existing Customer 36 M 3 Graduate Single $60K - $80K Blue 30 3 4 3 2789.0 1584 1205.0 0.996 2688 60 0.714 0.568 3.7935e-04 0.99962000
783364233 Existing Customer 59 M 0 Graduate Married $40K - $60K Blue 53 3 2 3 4241.0 0 4241.0 0.607 1798 45 0.731 0.000 1.6428e-04 0.99984000
772236108 Existing Customer 40 F 1 Graduate Married Unknown Blue 29 5 1 3 8398.0 1892 6506.0 0.861 1489 29 0.526 0.225 8.6952e-05 0.99991000
715640358 Existing Customer 43 M 3 High School Single $40K - $60K Blue 36 6 3 3 4112.0 768 3344.0 0.413 1334 40 0.429 0.187 3.0516e-04 0.99969000
713529858 Existing Customer 29 M 2 Graduate Divorced $40K - $60K Silver 22 6 2 3 15578.0 1383 14195.0 0.794 2492 71 0.614 0.089 1.7297e-04 0.99983000
715684308 Existing Customer 42 F 4 Graduate Married $40K - $60K Blue 36 6 2 2 4008.0 1636 2372.0 0.637 1395 43 0.955 0.408 1.1937e-04 0.99988000
709451508 Existing Customer 63 F 1 High School Married Unknown Blue 50 6 1 3 12766.0 0 12766.0 0.668 1191 28 0.647 0.000 8.4530e-05 0.99992000
709204158 Existing Customer 36 F 2 Post-Graduate Single Less than $40K Blue 24 5 2 4 3438.0 1129 2309.0 0.605 2331 56 0.436 0.328 3.8424e-04 0.99962000
713182458 Existing Customer 53 M 4 High School Married $80K - $120K Blue 43 3 1 2 16692.0 2446 14246.0 0.853 1288 29 0.450 0.147 5.6153e-05 0.99994000
710624658 Existing Customer 36 F 2 Uneducated Married Less than $40K Blue 36 4 2 2 4066.0 1639 2427.0 1.749 3040 56 0.931 0.403 1.1703e-04 0.99988000
716355783 Existing Customer 36 M 3 Unknown Married $60K - $80K Blue 30 5 2 3 13080.0 0 13080.0 0.685 1999 44 0.571 0.000 2.1834e-04 0.99978000
716793108 Existing Customer 26 M 0 College Single Less than $40K Blue 36 4 1 2 1934.0 1070 864.0 0.448 2334 61 0.452 0.553 4.5950e-05 0.99995000
716162583 Existing Customer 45 F 0 Unknown Single Less than $40K Blue 36 6 2 3 3230.0 2517 713.0 0.615 1931 57 0.425 0.779 1.8057e-04 0.99982000
714051033 Existing Customer 55 F 0 Graduate Married Less than $40K Blue 36 6 2 4 3615.0 1699 1916.0 0.576 1967 40 0.538 0.470 2.8024e-04 0.99972000
715007583 Existing Customer 61 F 0 Unknown Unknown Unknown Blue 36 4 2 2 1801.0 0 1801.0 1.234 3193 62 1.480 0.000 1.0736e-04 0.99989000
719139558 Existing Customer 26 M 0 Uneducated Single Less than $40K Blue 36 4 3 4 2665.0 1567 1098.0 0.586 2514 64 0.455 0.588 4.5531e-04 0.99954000
794632308 Existing Customer 40 M 4 Graduate Married $60K - $80K Silver 25 5 3 2 28822.0 2517 26305.0 0.492 1504 35 0.296 0.087 1.7045e-04 0.99983000
770662383 Existing Customer 38 M 2 Graduate Single $40K - $60K Blue 24 6 3 2 14632.0 1158 13474.0 0.501 1399 36 0.500 0.079 1.7987e-04 0.99982000
714787383 Existing Customer 32 F 0 College Married Unknown Blue 36 5 3 3 6715.0 1314 5401.0 0.987 1731 41 0.519 0.196 2.5239e-04 0.99975000
714700158 Existing Customer 53 M 2 Unknown Married $60K - $80K Blue 46 3 2 3 6658.0 1761 4897.0 0.489 1309 40 0.600 0.264 2.1042e-04 0.99979000
710581758 Existing Customer 52 F 2 Graduate Single $40K - $60K Blue 44 6 2 3 3360.0 1219 2141.0 0.412 1309 30 1.000 0.363 1.9143e-04 0.99981000
720497958 Existing Customer 29 M 1 Graduate Married $80K - $120K Blue 14 5 3 2 14853.0 0 14853.0 1.025 1800 41 0.519 0.000 1.6883e-04 0.99983000
720920058 Existing Customer 38 M 2 Graduate Married $60K - $80K Blue 25 3 3 4 4800.0 1212 3588.0 1.254 2935 62 0.879 0.252 5.1600e-04 0.99948000
710872233 Existing Customer 27 M 0 Unknown Single $40K - $60K Blue 17 5 1 2 4610.0 0 4610.0 0.794 2280 49 0.400 0.000 5.1951e-05 0.99995000
709855608 Existing Customer 46 F 4 High School Married Less than $40K Blue 36 3 3 4 1438.3 981 457.3 0.663 1114 33 0.650 0.682 5.2608e-04 0.99947000
815484783 Existing Customer 57 M 0 Uneducated Single $60K - $80K Blue 42 6 4 3 8377.0 1211 7166.0 0.813 1797 44 1.200 0.145 3.2257e-04 0.99968000
771602883 Existing Customer 42 M 3 High School Single $80K - $120K Blue 30 4 5 4 4147.0 1719 2428.0 0.875 1776 44 0.571 0.415 5.8135e-04 0.99942000
755953308 Existing Customer 62 F 0 Post-Graduate Married $40K - $60K Blue 55 6 1 4 2644.0 2207 437.0 0.866 1194 30 0.765 0.835 1.5958e-04 0.99984000
758408883 Existing Customer 37 F 1 Graduate Unknown $40K - $60K Blue 30 5 3 4 13355.0 1631 11724.0 1.113 1921 37 0.850 0.122 4.8435e-04 0.99952000
717940008 Existing Customer 57 F 2 Unknown Divorced $40K - $60K Blue 36 5 2 2 3251.0 1887 1364.0 1.007 3228 67 0.763 0.580 1.2511e-04 0.99987000
720917808 Existing Customer 35 M 2 High School Single $40K - $60K Blue 36 5 3 4 2100.0 950 1150.0 0.764 2623 74 1.114 0.452 5.0163e-04 0.99950000
812801958 Existing Customer 55 F 1 Unknown Married Less than $40K Blue 50 5 3 4 3566.0 1401 2165.0 0.903 2425 54 0.800 0.393 5.3237e-04 0.99947000
714997683 Existing Customer 56 F 4 Graduate Married Unknown Blue 49 5 1 3 14915.0 1111 13804.0 0.846 1388 35 0.667 0.074 9.7154e-05 0.99990000
709379283 Existing Customer 39 M 2 Graduate Married $60K - $80K Blue 27 3 1 4 13003.0 0 13003.0 0.877 1697 40 1.105 0.000 1.5804e-04 0.99984000
711840408 Existing Customer 64 M 0 College Married Less than $40K Blue 55 5 3 4 2492.0 1424 1068.0 0.485 1375 30 0.364 0.571 4.3053e-04 0.99957000
785328408 Existing Customer 37 F 4 Graduate Married Less than $40K Blue 31 5 2 3 1758.0 1180 578.0 0.744 2013 41 0.367 0.671 2.0077e-04 0.99980000
719873808 Existing Customer 34 M 1 College Married $60K - $80K Blue 23 3 2 2 5510.0 1604 3906.0 0.551 1995 53 0.262 0.291 1.0387e-04 0.99990000
715528983 Existing Customer 46 M 5 Uneducated Divorced $60K - $80K Blue 36 3 1 2 17196.0 1646 15550.0 0.542 1466 41 1.278 0.096 5.8465e-05 0.99994000
720254883 Existing Customer 65 F 0 High School Married $40K - $60K Blue 46 6 1 3 5877.0 1697 4180.0 1.058 2494 58 0.706 0.289 7.7279e-05 0.99992000
811980858 Existing Customer 36 M 0 Graduate Married $60K - $80K Blue 31 5 1 2 7667.0 0 7667.0 0.632 1501 35 0.667 0.000 4.7263e-05 0.99995000
711330408 Existing Customer 35 F 2 College Married $40K - $60K Blue 24 4 1 3 2939.0 1865 1074.0 0.932 2077 47 0.679 0.635 9.0064e-05 0.99991000
718465458 Existing Customer 49 M 1 Unknown Single $80K - $120K Blue 31 6 1 4 5898.0 1348 4550.0 0.640 1002 21 1.333 0.229 1.6305e-04 0.99984000
710616183 Existing Customer 46 F 3 Uneducated Single Unknown Blue 33 5 3 4 19995.0 0 19995.0 0.650 1879 34 0.700 0.000 5.5052e-04 0.99945000
714580158 Existing Customer 26 M 0 Post-Graduate Married $40K - $60K Blue 36 6 1 4 2773.0 2080 693.0 0.695 3567 73 0.622 0.750 1.5958e-04 0.99984000
710798883 Existing Customer 52 M 3 Graduate Single $60K - $80K Blue 44 4 2 4 3323.0 2310 1013.0 0.749 1599 47 0.808 0.695 3.3886e-04 0.99966000
720511608 Existing Customer 38 F 0 Graduate Married Unknown Blue 28 5 3 3 16049.0 799 15250.0 0.777 1989 33 0.571 0.050 2.5960e-04 0.99974000
708913233 Existing Customer 37 M 1 High School Married $40K - $60K Blue 28 3 4 2 3601.0 1236 2365.0 0.726 1802 34 0.478 0.343 1.9835e-04 0.99980000
788038383 Existing Customer 33 F 3 Graduate Married Less than $40K Blue 25 3 2 2 2307.0 1385 922.0 1.515 2440 48 0.846 0.600 1.1811e-04 0.99988000
719905908 Existing Customer 59 M 1 Uneducated Married $60K - $80K Blue 36 4 3 3 3742.0 1175 2567.0 0.514 1505 31 0.824 0.314 2.9196e-04 0.99971000
807044958 Existing Customer 34 M 3 High School Married $40K - $60K Blue 29 6 3 3 2937.0 869 2068.0 1.493 2171 45 0.875 0.296 3.0516e-04 0.99969000
719514783 Existing Customer 39 F 3 Post-Graduate Unknown Unknown Blue 26 6 1 4 3209.0 2517 692.0 0.431 1292 37 0.762 0.784 1.9296e-04 0.99981000
787643658 Existing Customer 59 M 0 Graduate Married $60K - $80K Blue 53 6 1 4 12554.0 2169 10385.0 0.529 1422 30 0.579 0.173 1.3562e-04 0.99986000
779138883 Existing Customer 50 M 1 Graduate Married $60K - $80K Blue 34 6 3 4 4702.0 0 4702.0 0.578 1673 44 0.257 0.000 4.8435e-04 0.99952000
708173433 Existing Customer 26 F 1 Unknown Single $40K - $60K Blue 14 4 2 4 5645.0 2324 3321.0 0.655 2482 57 0.727 0.412 3.3692e-04 0.99966000
778401033 Existing Customer 32 M 0 High School Married $60K - $80K Blue 13 3 3 4 14308.0 1889 12419.0 1.053 1659 39 1.167 0.132 4.3049e-04 0.99957000
818375733 Attrited Customer 51 F 2 College Married $40K - $60K Blue 46 3 1 3 4882.0 695 4187.0 0.508 1544 44 0.517 0.142 9.8902e-01 0.01098000
711048783 Existing Customer 41 M 4 Doctorate Married $80K - $120K Blue 29 3 3 3 33405.0 0 33405.0 0.535 1345 34 0.619 0.000 4.5905e-04 0.99954000
721415658 Existing Customer 39 F 1 Graduate Married $40K - $60K Blue 27 3 1 2 2700.0 2220 480.0 1.595 2901 59 1.360 0.822 5.1697e-05 0.99995000
717961458 Existing Customer 49 F 2 Uneducated Single Less than $40K Blue 37 5 1 4 2934.0 2381 553.0 0.762 3396 64 0.778 0.812 1.6249e-04 0.99984000
718563483 Existing Customer 30 M 2 Unknown Divorced $120K + Blue 14 3 2 3 1548.0 0 1548.0 0.828 2611 64 0.455 0.000 2.1042e-04 0.99979000
717128283 Existing Customer 40 F 3 High School Unknown Less than $40K Blue 36 5 2 2 5525.0 2409 3116.0 0.929 2305 33 0.941 0.436 1.1482e-04 0.99989000
718068933 Existing Customer 36 F 3 Uneducated Single Less than $40K Blue 36 5 2 4 5750.0 1521 4229.0 0.837 2155 61 0.605 0.265 3.4841e-04 0.99965000
718623783 Existing Customer 56 M 2 College Married $120K + Blue 36 6 3 2 27157.0 1547 25610.0 0.487 1535 38 0.267 0.057 1.7488e-04 0.99983000
716565258 Existing Customer 37 M 3 Doctorate Single $80K - $120K Blue 36 5 2 4 12830.0 0 12830.0 0.774 2526 54 0.588 0.000 4.9030e-04 0.99951000
712505658 Existing Customer 51 F 4 Unknown Single Less than $40K Blue 41 3 1 3 5530.0 1999 3531.0 1.018 1766 45 0.667 0.361 1.0679e-04 0.99989000
792565908 Existing Customer 36 F 2 Uneducated Single Less than $40K Blue 30 6 2 3 2684.0 1474 1210.0 1.042 2346 51 1.040 0.549 1.9683e-04 0.99980000
709267308 Existing Customer 62 M 1 Graduate Married $80K - $120K Blue 49 3 1 2 2437.0 1400 1037.0 0.779 1651 32 1.000 0.574 5.1697e-05 0.99995000
710035008 Existing Customer 31 F 0 Uneducated Single Less than $40K Blue 24 3 2 4 3827.0 1397 2430.0 0.880 2491 64 1.000 0.365 2.8814e-04 0.99971000
790082508 Existing Customer 42 M 4 High School Single $120K + Blue 35 5 2 2 34516.0 1658 32858.0 1.095 2935 65 0.711 0.048 1.1604e-04 0.99988000
716866308 Existing Customer 38 M 2 High School Married $60K - $80K Blue 33 6 3 4 5940.0 1101 4839.0 0.942 1872 34 1.125 0.185 5.0163e-04 0.99950000
709707033 Attrited Customer 45 M 3 Graduate Single $60K - $80K Blue 32 2 3 2 13162.0 0 13162.0 0.512 1424 38 0.583 0.000 9.9467e-01 0.00533000
718346658 Existing Customer 50 F 2 Graduate Married Less than $40K Blue 37 3 2 4 1963.0 1357 606.0 0.689 1861 51 0.700 0.691 3.2656e-04 0.99967000
824157858 Existing Customer 58 M 3 Graduate Married $80K - $120K Blue 54 4 3 3 18713.0 1022 17691.0 0.682 1524 42 0.615 0.055 3.1390e-04 0.99969000
709735008 Existing Customer 35 M 2 High School Married $80K - $120K Blue 22 3 1 4 3023.0 1435 1588.0 0.620 1920 34 0.619 0.475 1.5363e-04 0.99985000
814593858 Existing Customer 58 M 3 High School Single $120K + Blue 53 4 1 2 6103.0 1798 4305.0 0.705 1468 34 0.619 0.295 5.5559e-05 0.99994000
718416858 Existing Customer 42 M 5 Graduate Married $60K - $80K Blue 34 3 3 3 10607.0 2517 8090.0 1.197 1903 40 0.538 0.237 3.1231e-04 0.99969000
710307933 Existing Customer 32 F 0 College Single Less than $40K Blue 24 3 3 4 2917.0 2517 400.0 0.833 2471 60 0.875 0.863 4.3053e-04 0.99957000
715870758 Existing Customer 35 M 4 Graduate Married $120K + Blue 30 4 3 4 34516.0 1018 33498.0 1.129 2350 55 0.774 0.029 5.4115e-04 0.99946000
713819283 Existing Customer 51 M 1 Uneducated Married $80K - $120K Blue 42 6 2 2 25197.0 2517 22680.0 0.721 3002 58 0.812 0.100 1.0985e-04 0.99989000
710424408 Existing Customer 63 M 2 Graduate Married Less than $40K Blue 36 5 2 4 2743.0 1815 928.0 0.567 1210 25 1.273 0.662 3.2656e-04 0.99967000
709493283 Existing Customer 42 M 2 Unknown Single $120K + Blue 32 5 2 4 4111.0 1233 2878.0 0.478 1289 36 0.500 0.300 3.5894e-04 0.99964000
712489158 Existing Customer 36 F 0 Uneducated Single Unknown Blue 18 5 3 2 3667.0 948 2719.0 0.641 2781 59 0.844 0.259 1.5871e-04 0.99984000
719013108 Existing Customer 42 M 3 Graduate Divorced $40K - $60K Blue 33 4 2 4 3178.0 1800 1378.0 0.890 4605 86 0.623 0.566 3.3886e-04 0.99966000
721178583 Attrited Customer 37 F 3 Graduate Unknown Unknown Blue 22 2 3 2 5674.0 0 5674.0 0.906 1096 29 0.526 0.000 9.9467e-01 0.00533000
717769008 Existing Customer 38 M 2 Graduate Married $80K - $120K Blue 36 5 3 4 11444.0 1278 10166.0 1.310 2493 44 0.913 0.112 5.1600e-04 0.99948000
709986633 Existing Customer 29 M 1 High School Married $40K - $60K Blue 36 3 1 3 1438.3 0 1438.3 0.742 2144 41 0.577 0.000 8.4530e-05 0.99992000
721062408 Existing Customer 54 M 2 Uneducated Divorced $40K - $60K Blue 34 4 3 4 6387.0 1597 4790.0 0.689 1294 26 0.529 0.250 5.3055e-04 0.99947000
771349458 Existing Customer 33 M 2 Graduate Married $40K - $60K Blue 20 4 3 3 5657.0 1792 3865.0 0.904 1914 46 0.769 0.317 3.0251e-04 0.99970000
780557658 Existing Customer 63 F 0 Uneducated Married Unknown Blue 54 5 3 2 11827.0 0 11827.0 0.921 1395 37 0.609 0.000 1.5871e-04 0.99984000
771441558 Existing Customer 49 M 2 Post-Graduate Married $60K - $80K Blue 37 5 3 3 2608.0 1589 1019.0 0.982 2073 47 0.516 0.609 3.5594e-04 0.99964000
756409758 Existing Customer 44 F 2 Graduate Married Less than $40K Blue 37 4 5 4 3203.0 2076 1127.0 0.543 1433 38 1.000 0.648 5.7631e-04 0.99942000
720009558 Existing Customer 33 F 2 College Single Unknown Gold 36 3 1 3 34516.0 1540 32976.0 1.038 2574 72 0.756 0.045 1.0376e-04 0.99990000
778885158 Existing Customer 57 M 3 Uneducated Married $80K - $120K Blue 38 5 3 3 2472.0 2457 15.0 0.693 1392 33 0.737 0.994 3.2275e-04 0.99968000
715543908 Existing Customer 52 F 3 Uneducated Married Less than $40K Blue 43 4 3 3 2147.0 1173 974.0 0.653 1352 37 0.370 0.546 3.2275e-04 0.99968000
717591483 Existing Customer 52 F 3 Graduate Single Less than $40K Blue 44 4 1 3 3416.0 2044 1372.0 0.994 1924 48 0.920 0.598 9.6126e-05 0.99990000
715042608 Existing Customer 39 F 2 Doctorate Married Unknown Blue 36 5 2 4 8058.0 791 7267.0 1.787 2742 42 2.000 0.098 4.7251e-04 0.99953000
755959683 Existing Customer 50 F 5 Unknown Unknown Unknown Blue 43 5 1 2 3410.0 2281 1129.0 0.518 1296 31 0.348 0.669 6.2502e-05 0.99994000
715367058 Existing Customer 43 M 3 College Unknown $60K - $80K Blue 37 5 2 3 19044.0 0 19044.0 0.721 1780 44 0.760 0.000 1.9313e-04 0.99981000
714573258 Existing Customer 36 M 2 Post-Graduate Single $60K - $80K Blue 30 4 2 4 1606.0 798 808.0 0.590 2229 45 1.045 0.497 3.8424e-04 0.99962000
712281183 Existing Customer 55 M 4 Graduate Married $120K + Blue 36 4 2 2 24336.0 856 23480.0 0.459 1425 33 0.650 0.035 1.1937e-04 0.99988000
717670758 Existing Customer 30 F 1 Graduate Single Less than $40K Blue 20 5 2 3 5030.0 1327 3703.0 0.803 2523 71 0.775 0.264 1.7969e-04 0.99982000
720666333 Existing Customer 36 M 3 Unknown Married $120K + Blue 24 6 3 2 24577.0 0 24577.0 0.750 1897 39 0.393 0.000 2.0516e-04 0.99979000
771556308 Existing Customer 26 F 0 High School Single Less than $40K Blue 13 6 3 4 3517.0 1195 2322.0 0.556 2255 48 0.500 0.340 4.3049e-04 0.99957000
708931908 Existing Customer 48 M 3 High School Single $40K - $60K Blue 36 3 2 3 7400.0 636 6764.0 0.972 1568 51 0.500 0.086 1.9311e-04 0.99981000
718894233 Existing Customer 53 F 2 Graduate Married $40K - $60K Blue 36 6 2 4 2956.0 1391 1565.0 0.698 2116 63 0.575 0.471 3.2656e-04 0.99967000
771544533 Attrited Customer 42 F 5 High School Married Unknown Blue 30 3 1 4 3578.0 0 3578.0 0.759 1015 36 0.440 0.000 9.9374e-01 0.00626000
708927108 Attrited Customer 53 M 2 Graduate Married $120K + Blue 36 1 3 2 12778.0 507 12271.0 0.967 1133 28 0.400 0.040 9.9447e-01 0.00553000
717831783 Existing Customer 58 F 2 Uneducated Married Less than $40K Blue 45 3 3 4 1942.0 1536 406.0 0.615 1371 38 0.407 0.791 5.3055e-04 0.99947000
709288383 Existing Customer 32 M 2 Graduate Divorced $80K - $120K Blue 26 5 1 3 29961.0 789 29172.0 0.833 2337 69 0.605 0.026 9.2637e-05 0.99991000
710813733 Existing Customer 48 M 4 Uneducated Married $60K - $80K Silver 35 5 3 4 33791.0 0 33791.0 0.712 1546 41 0.577 0.000 5.0277e-04 0.99950000
721084833 Existing Customer 48 M 5 High School Married $40K - $60K Silver 34 5 0 2 17657.0 2018 15639.0 0.550 1682 39 0.950 0.114 1.8481e-05 0.99998000
711258108 Existing Customer 54 M 1 College Married $120K + Blue 44 4 3 2 2821.0 2415 406.0 0.441 1419 36 0.800 0.856 1.6415e-04 0.99984000
710149008 Existing Customer 59 M 0 High School Married Less than $40K Blue 47 6 3 4 1479.0 787 692.0 0.865 2139 70 0.556 0.532 4.3049e-04 0.99957000
711902058 Existing Customer 35 M 2 Graduate Married $60K - $80K Blue 36 3 3 2 1438.3 0 1438.3 1.623 2492 55 0.897 0.000 1.7987e-04 0.99982000
716757033 Existing Customer 37 M 4 Post-Graduate Married $40K - $60K Blue 27 5 1 4 6859.0 1766 5093.0 1.186 3045 56 0.697 0.257 1.9502e-04 0.99980000
712688433 Existing Customer 36 M 3 High School Divorced $120K + Blue 36 3 2 3 3404.0 1568 1836.0 1.055 2406 65 0.857 0.461 1.9311e-04 0.99981000
713203908 Existing Customer 26 M 0 Uneducated Single $40K - $60K Blue 15 4 1 3 2158.0 1695 463.0 0.766 1833 27 0.588 0.785 8.1736e-05 0.99992000
711772008 Attrited Customer 35 F 3 Graduate Single Less than $40K Blue 22 1 2 1 1890.0 666 1224.0 0.691 1483 36 0.500 0.352 9.8616e-01 0.01384000
708799983 Attrited Customer 40 M 1 Post-Graduate Married $60K - $80K Blue 36 6 3 4 18386.0 890 17496.0 0.361 1698 43 0.483 0.048 9.9825e-01 0.00175068
778882758 Existing Customer 55 F 2 Unknown Married Unknown Blue 36 5 5 4 3602.0 2013 1589.0 0.839 1935 47 1.474 0.559 6.3344e-04 0.99937000
709157133 Existing Customer 39 M 1 Unknown Divorced $80K - $120K Blue 34 6 1 3 3766.0 1049 2717.0 0.666 1514 51 0.645 0.279 9.5577e-05 0.99990000
741344808 Existing Customer 39 F 2 Graduate Married Less than $40K Blue 32 4 2 4 5634.0 2057 3577.0 1.399 2905 63 0.969 0.365 3.2656e-04 0.99967000
739692933 Existing Customer 46 F 2 Unknown Single $40K - $60K Blue 29 4 2 4 3126.0 2517 609.0 1.235 1638 41 0.519 0.805 3.5894e-04 0.99964000
766429908 Existing Customer 49 M 2 High School Unknown $60K - $80K Blue 42 6 1 2 3017.0 786 2231.0 1.081 1640 37 0.762 0.261 5.3542e-05 0.99995000
802087683 Existing Customer 32 M 0 Post-Graduate Married $60K - $80K Blue 26 6 2 3 5478.0 1491 3987.0 1.304 2456 55 0.571 0.272 1.9330e-04 0.99981000
712491108 Existing Customer 35 M 1 Post-Graduate Married $80K - $120K Blue 20 6 3 4 13046.0 1177 11869.0 1.214 2601 52 0.733 0.090 5.6988e-04 0.99943000
714767508 Existing Customer 39 M 2 Graduate Married $40K - $60K Blue 31 5 3 2 8687.0 1146 7541.0 1.800 2279 33 1.357 0.132 1.7987e-04 0.99982000
720376008 Existing Customer 53 F 2 Graduate Married Less than $40K Blue 40 6 2 4 6174.0 1421 4753.0 0.669 2043 52 0.793 0.230 3.2656e-04 0.99967000
779126658 Existing Customer 26 F 0 Graduate Single $40K - $60K Blue 13 5 1 2 5655.0 0 5655.0 0.842 2312 61 0.649 0.000 4.7263e-05 0.99995000
793222008 Existing Customer 32 M 0 High School Married $60K - $80K Blue 26 5 2 3 5397.0 1784 3613.0 0.904 2056 49 0.633 0.331 1.5970e-04 0.99984000
720812433 Existing Customer 54 M 2 College Married $120K + Blue 46 6 1 2 28465.0 0 28465.0 0.696 1693 37 1.056 0.000 5.3547e-05 0.99995000
717623583 Existing Customer 36 F 3 High School Married Less than $40K Blue 27 4 2 4 3444.0 2441 1003.0 1.563 2668 51 0.545 0.709 3.2942e-04 0.99967000
708878508 Existing Customer 45 F 3 High School Married Less than $40K Blue 37 4 1 3 2104.0 1267 837.0 0.677 1732 35 1.059 0.602 9.3448e-05 0.99991000
710043408 Existing Customer 49 M 3 Graduate Married $80K - $120K Blue 37 4 1 4 15610.0 2048 13562.0 0.657 1916 58 0.526 0.131 1.6399e-04 0.99984000
789079758 Existing Customer 44 M 4 Doctorate Unknown $120K + Blue 32 3 2 3 34516.0 1356 33160.0 1.169 1531 48 0.655 0.039 2.9051e-04 0.99971000
721311333 Existing Customer 32 M 1 High School Married Unknown Blue 22 3 1 4 16912.0 1590 15322.0 1.274 2413 41 0.708 0.094 1.4421e-04 0.99986000
710749458 Existing Customer 64 F 0 Doctorate Married Less than $40K Blue 53 4 1 3 5462.0 1864 3598.0 0.670 1523 35 0.667 0.341 1.1504e-04 0.99988000
778275783 Existing Customer 37 F 2 Unknown Unknown Less than $40K Blue 27 5 1 2 2868.0 1434 1434.0 0.777 2909 64 0.488 0.500 6.0540e-05 0.99994000
799498158 Existing Customer 31 M 1 Post-Graduate Married $60K - $80K Blue 22 5 1 3 2685.0 1580 1105.0 0.727 1642 36 0.636 0.588 1.0231e-04 0.99990000
716334258 Existing Customer 49 F 3 Uneducated Divorced $40K - $60K Blue 36 5 1 2 5238.0 1365 3873.0 1.027 1834 43 1.263 0.261 5.8763e-05 0.99994000
716075208 Existing Customer 32 F 3 High School Married Less than $40K Blue 22 4 2 4 4561.0 2029 2532.0 0.768 1874 38 0.520 0.445 3.2942e-04 0.99967000
780276258 Existing Customer 53 M 2 High School Married $120K + Blue 39 3 2 3 13091.0 985 12106.0 0.322 1452 37 0.276 0.075 1.8610e-04 0.99981000
789282333 Existing Customer 62 F 0 Graduate Married Unknown Blue 51 3 3 3 10826.0 1274 9552.0 0.602 1355 34 0.619 0.118 2.5960e-04 0.99974000
811571733 Existing Customer 26 F 0 Unknown Single Unknown Blue 13 4 2 2 2600.0 1876 724.0 0.606 2625 45 0.364 0.722 1.0736e-04 0.99989000
709429533 Existing Customer 49 F 5 Graduate Divorced Unknown Blue 35 6 3 4 2561.0 0 2561.0 1.021 2047 41 0.864 0.000 5.3272e-04 0.99947000
715247508 Existing Customer 30 F 1 Graduate Married Less than $40K Blue 36 3 2 2 7087.0 1060 6027.0 0.709 1712 37 0.609 0.150 1.0684e-04 0.99989000
718784358 Existing Customer 34 M 4 Uneducated Single $120K + Blue 36 6 3 2 34516.0 2517 31999.0 0.975 1969 46 1.300 0.073 1.9396e-04 0.99981000
751450008 Existing Customer 41 M 1 Post-Graduate Single $40K - $60K Blue 32 3 2 4 10266.0 1390 8876.0 0.593 1720 42 0.556 0.135 3.6066e-04 0.99964000
719227233 Existing Customer 27 F 1 Unknown Single Less than $40K Blue 36 3 3 3 1553.0 723 830.0 0.666 1954 43 0.344 0.466 3.1211e-04 0.99969000
711050058 Existing Customer 33 F 2 Uneducated Married $40K - $60K Blue 23 4 2 4 6732.0 0 6732.0 0.856 1644 45 0.731 0.000 3.3577e-04 0.99966000
779040408 Existing Customer 56 M 2 High School Married $120K + Blue 37 3 1 2 12181.0 1702 10479.0 0.834 1478 33 0.500 0.140 5.3542e-05 0.99995000
714024858 Existing Customer 36 M 3 High School Married $80K - $120K Blue 27 3 1 2 7056.0 0 7056.0 0.815 1739 35 0.842 0.000 5.5559e-05 0.99994000
789849108 Existing Customer 35 M 1 Graduate Single $60K - $80K Blue 25 6 1 2 14365.0 0 14365.0 0.610 2290 62 0.632 0.000 5.1697e-05 0.99995000
710391258 Existing Customer 27 M 0 Graduate Married $40K - $60K Blue 36 3 2 4 11473.0 829 10644.0 0.707 2147 41 0.519 0.072 2.8024e-04 0.99972000
718830183 Existing Customer 46 M 1 High School Single $60K - $80K Blue 38 5 2 4 23996.0 2517 21479.0 0.488 1339 29 0.381 0.105 2.9799e-04 0.99970000
779696883 Existing Customer 48 M 2 Graduate Divorced $60K - $80K Blue 33 4 2 4 2998.0 1789 1209.0 0.807 1825 31 0.348 0.597 3.2656e-04 0.99967000
719249733 Existing Customer 54 M 1 Unknown Single $80K - $120K Blue 36 6 2 2 30011.0 1232 28779.0 0.944 1676 41 0.783 0.041 1.1743e-04 0.99988000
737971833 Existing Customer 38 M 1 Graduate Married $60K - $80K Blue 31 6 3 3 2405.0 1553 852.0 1.156 2503 40 0.667 0.646 2.8395e-04 0.99972000
772468983 Existing Customer 36 M 1 Post-Graduate Married $80K - $120K Blue 26 3 4 2 21927.0 1291 20636.0 0.864 1946 37 0.542 0.059 2.4008e-04 0.99976000
710990283 Existing Customer 56 M 1 High School Married $80K - $120K Blue 36 4 1 2 3906.0 1851 2055.0 0.730 1839 33 0.833 0.474 5.0256e-05 0.99995000
808750458 Existing Customer 32 M 1 Doctorate Single $60K - $80K Blue 27 5 3 3 10029.0 606 9423.0 0.727 2192 58 0.657 0.060 4.1087e-04 0.99959000
719692983 Existing Customer 36 M 2 Doctorate Married $60K - $80K Blue 30 3 3 4 4934.0 1504 3430.0 1.520 2747 42 0.448 0.305 7.4656e-04 0.99925000
719125158 Existing Customer 35 F 2 High School Single Less than $40K Silver 15 5 2 2 13882.0 1452 12430.0 0.771 2685 71 0.511 0.105 9.9979e-05 0.99990000
787509408 Existing Customer 26 M 0 College Single Unknown Blue 13 6 3 2 2347.0 0 2347.0 0.863 2595 56 0.333 0.000 1.5007e-04 0.99985000
719206308 Existing Customer 32 M 1 High School Married $60K - $80K Blue 24 4 2 2 4116.0 1223 2893.0 0.730 1657 38 0.520 0.297 1.0386e-04 0.99990000
717141858 Existing Customer 56 F 2 High School Single $40K - $60K Blue 36 4 1 2 13904.0 625 13279.0 0.673 3151 67 0.595 0.045 5.3542e-05 0.99995000
713172408 Existing Customer 54 M 1 Unknown Married $80K - $120K Blue 43 4 2 4 32558.0 2016 30542.0 0.506 1440 37 0.423 0.062 3.3692e-04 0.99966000
720314583 Existing Customer 54 M 2 Unknown Married $80K - $120K Blue 44 4 1 2 12902.0 1860 11042.0 0.492 1273 33 0.375 0.144 6.0540e-05 0.99994000
708347583 Existing Customer 37 F 4 Uneducated Married Less than $40K Blue 36 4 1 4 2509.0 1144 1365.0 0.692 1804 38 0.583 0.456 1.7042e-04 0.99983000
711006783 Existing Customer 38 F 1 Graduate Single Less than $40K Blue 22 3 3 3 2484.0 2149 335.0 0.669 1200 28 0.647 0.865 2.8395e-04 0.99972000
718274283 Existing Customer 35 M 3 College Single $60K - $80K Blue 36 5 1 3 2780.0 0 2780.0 0.565 2469 67 0.811 0.000 9.3457e-05 0.99991000
803977008 Existing Customer 39 M 2 Unknown Married $60K - $80K Blue 34 6 2 4 5219.0 1826 3393.0 1.011 1715 35 1.188 0.350 3.5894e-04 0.99964000
715216908 Existing Customer 48 M 4 Doctorate Single $80K - $120K Blue 36 6 3 4 18102.0 1381 16721.0 0.513 1486 32 0.143 0.076 7.8294e-04 0.99922000
779611008 Existing Customer 29 M 0 Graduate Married $40K - $60K Blue 18 4 3 4 4532.0 0 4532.0 0.734 1885 55 0.528 0.000 4.4282e-04 0.99956000
811467708 Existing Customer 33 M 2 Graduate Married $80K - $120K Blue 28 4 2 2 22399.0 1431 20968.0 1.019 2390 62 0.722 0.064 1.1382e-04 0.99989000
812597508 Existing Customer 39 F 1 High School Married $40K - $60K Blue 34 6 5 3 4489.0 2498 1991.0 0.779 2153 58 0.568 0.556 3.0831e-04 0.99969000
718651083 Existing Customer 35 F 2 Graduate Single Unknown Blue 25 4 1 4 10329.0 514 9815.0 0.708 2461 68 0.838 0.050 1.5804e-04 0.99984000
708577308 Existing Customer 43 F 1 Unknown Divorced Less than $40K Blue 36 4 2 3 2637.0 1272 1365.0 0.728 1569 39 1.053 0.482 1.9751e-04 0.99980000
813990483 Existing Customer 27 F 0 High School Married Less than $40K Blue 22 4 1 2 1864.0 1384 480.0 0.904 1662 32 0.391 0.742 4.5946e-05 0.99995000
816319008 Existing Customer 52 F 2 Graduate Single Unknown Blue 47 6 3 3 13276.0 1917 11359.0 1.075 1901 33 0.833 0.144 3.0251e-04 0.99970000
789627258 Existing Customer 31 M 1 Graduate Single $40K - $60K Blue 25 5 3 3 1935.0 1033 902.0 0.623 2498 60 1.000 0.534 2.8395e-04 0.99972000
713346558 Existing Customer 45 M 4 Graduate Divorced $60K - $80K Blue 37 5 2 4 6784.0 891 5893.0 1.047 1900 28 0.556 0.131 3.4248e-04 0.99966000
708744933 Existing Customer 35 M 2 High School Married $60K - $80K Blue 36 4 2 4 19127.0 1880 17247.0 0.788 1859 33 0.571 0.098 3.1746e-04 0.99968000
708828258 Existing Customer 55 M 2 College Married $120K + Blue 37 5 2 3 32641.0 1551 31090.0 0.488 1327 30 0.304 0.048 1.8612e-04 0.99981000
713511108 Existing Customer 61 M 1 Uneducated Married $40K - $60K Blue 47 5 3 4 1438.3 847 591.3 0.436 1397 43 0.483 0.589 4.9800e-04 0.99950000
710208633 Existing Customer 37 F 1 Graduate Married Less than $40K Blue 31 5 2 2 2417.0 1929 488.0 0.886 1773 42 0.556 0.798 1.0684e-04 0.99989000
824165658 Existing Customer 38 M 2 Unknown Married $80K - $120K Blue 34 4 1 3 19259.0 2266 16993.0 0.920 1388 27 0.929 0.118 1.0183e-04 0.99990000
826513233 Existing Customer 54 F 3 Unknown Married Less than $40K Blue 50 6 2 2 3796.0 2396 1400.0 0.569 2069 54 0.742 0.631 1.2982e-04 0.99987000
788789658 Existing Customer 40 M 5 Unknown Unknown $80K - $120K Blue 22 6 1 4 4042.0 1744 2298.0 0.582 1471 37 0.542 0.431 1.7934e-04 0.99982000
717837858 Existing Customer 47 M 5 College Married $120K + Blue 34 3 1 2 17603.0 1063 16540.0 1.065 2902 64 0.641 0.060 5.5282e-05 0.99994000
709382958 Existing Customer 55 F 2 Graduate Married $40K - $60K Blue 46 6 1 4 2894.0 2077 817.0 0.574 1017 25 0.562 0.718 1.5804e-04 0.99984000
716253858 Existing Customer 37 M 5 Post-Graduate Married $80K - $120K Blue 26 2 1 2 16730.0 1956 14774.0 0.675 1740 43 0.536 0.117 6.6908e-05 0.99993000
713725683 Existing Customer 36 F 0 College Single Less than $40K Blue 27 6 3 2 3282.0 1843 1439.0 0.625 2614 79 0.646 0.562 1.5007e-04 0.99985000
710364258 Existing Customer 53 F 2 Uneducated Married Unknown Blue 41 4 2 2 15815.0 1217 14598.0 1.266 2135 48 0.846 0.077 1.1703e-04 0.99988000
816033783 Existing Customer 26 M 0 High School Single $60K - $80K Blue 21 6 2 3 1672.0 957 715.0 0.576 2099 34 0.417 0.572 1.5970e-04 0.99984000
715065483 Existing Customer 45 F 3 Graduate Divorced Less than $40K Blue 36 4 3 3 8121.0 1595 6526.0 0.743 1914 45 0.500 0.196 3.1390e-04 0.99969000
718751133 Existing Customer 36 F 2 Unknown Married Less than $40K Blue 26 4 1 4 3182.0 2435 747.0 0.868 1670 30 0.765 0.765 1.7371e-04 0.99983000
713983308 Existing Customer 60 M 0 Post-Graduate Married $60K - $80K Blue 49 5 1 4 3182.0 1928 1254.0 0.509 1233 35 0.400 0.606 1.5958e-04 0.99984000
718418958 Attrited Customer 30 M 1 Post-Graduate Divorced Less than $40K Blue 36 6 2 4 5061.0 0 5061.0 0.911 1309 38 0.462 0.000 9.9724e-01 0.00276400
779367858 Existing Customer 39 M 4 High School Married $60K - $80K Blue 28 5 3 3 6224.0 1898 4326.0 1.103 3014 58 0.706 0.305 3.0842e-04 0.99969000
711285633 Existing Customer 33 F 0 Unknown Single Unknown Blue 36 6 1 3 2735.0 1769 966.0 1.465 3306 71 0.972 0.647 8.7379e-05 0.99991000
714974658 Existing Customer 48 F 4 College Married Less than $40K Blue 36 6 1 4 2464.0 1867 597.0 0.600 1219 35 1.333 0.758 1.6114e-04 0.99984000
716374308 Existing Customer 39 M 3 Graduate Married $60K - $80K Blue 33 4 3 2 3477.0 1875 1602.0 0.907 1897 50 1.083 0.539 1.8665e-04 0.99981000
713416233 Existing Customer 38 M 2 Graduate Married $80K - $120K Blue 24 5 2 2 3242.0 2076 1166.0 0.612 1841 46 0.533 0.640 1.1382e-04 0.99989000
797643708 Existing Customer 47 M 1 High School Married $120K + Blue 41 3 1 4 27858.0 1314 26544.0 0.676 1772 53 0.559 0.047 1.4421e-04 0.99986000
808292958 Existing Customer 26 M 0 Graduate Single Less than $40K Blue 20 6 2 3 1438.3 495 943.3 1.062 2546 40 0.333 0.344 1.6428e-04 0.99984000
719831958 Existing Customer 49 M 3 College Single $120K + Blue 36 5 2 4 34516.0 0 34516.0 0.646 1793 44 0.833 0.000 3.2945e-04 0.99967000
708860358 Existing Customer 38 M 3 High School Married $80K - $120K Blue 22 4 2 3 6361.0 694 5667.0 0.844 1499 31 0.938 0.109 1.9311e-04 0.99981000
717385983 Existing Customer 30 M 0 Graduate Married Less than $40K Blue 21 6 6 2 2490.0 0 2490.0 0.859 1645 30 0.667 0.000 1.2185e-04 0.99988000
719049033 Existing Customer 53 M 3 High School Married $120K + Blue 44 5 6 4 14057.0 1655 12402.0 0.676 2073 60 0.333 0.118 4.1093e-04 0.99959000
717581658 Existing Customer 49 M 2 Unknown Single $60K - $80K Blue 38 4 1 2 2461.0 1586 875.0 1.676 1729 35 0.750 0.644 6.0540e-05 0.99994000
714347508 Existing Customer 35 M 2 Uneducated Single $60K - $80K Blue 21 4 3 3 7766.0 1278 6488.0 0.806 2423 74 0.609 0.165 3.1104e-04 0.99969000
803833608 Existing Customer 40 M 3 Uneducated Single $40K - $60K Silver 33 4 1 3 21308.0 564 20744.0 0.448 1322 38 0.652 0.026 8.9305e-05 0.99991000
712576908 Existing Customer 30 M 0 High School Married $60K - $80K Blue 36 5 2 4 4516.0 2252 2264.0 0.889 1819 24 0.846 0.499 2.7243e-04 0.99973000
778511733 Existing Customer 42 F 3 College Single $40K - $60K Blue 30 6 3 2 5424.0 1812 3612.0 0.513 1634 44 0.760 0.334 1.8146e-04 0.99982000
721464783 Existing Customer 62 F 0 Graduate Married Less than $40K Blue 36 3 2 2 1764.0 1540 224.0 0.937 2094 47 0.958 0.873 9.7673e-05 0.99990000
821179233 Attrited Customer 50 F 1 Post-Graduate Single $40K - $60K Blue 46 1 3 3 1493.0 932 561.0 0.466 1554 43 0.344 0.624 9.9702e-01 0.00298315
713126733 Existing Customer 56 M 3 College Married $120K + Blue 43 6 2 2 17539.0 2517 15022.0 0.743 1220 30 0.765 0.144 1.1483e-04 0.99989000
719688408 Existing Customer 45 M 3 Graduate Married $80K - $120K Silver 36 6 2 3 34516.0 0 34516.0 0.534 3530 68 0.659 0.000 1.7949e-04 0.99982000
779811183 Existing Customer 35 F 3 Uneducated Married Less than $40K Blue 25 4 1 2 2149.0 1118 1031.0 0.903 1581 30 1.000 0.520 5.8763e-05 0.99994000
771086208 Existing Customer 57 F 2 Graduate Married Less than $40K Blue 44 3 4 4 6256.0 1530 4726.0 0.647 1629 43 0.344 0.245 6.2355e-04 0.99938000
715217733 Existing Customer 33 F 2 High School Single Unknown Blue 25 5 1 4 11922.0 792 11130.0 0.667 2154 61 0.525 0.066 1.5363e-04 0.99985000
813752433 Attrited Customer 43 F 3 Graduate Single Less than $40K Blue 38 5 2 4 4075.0 1986 2089.0 1.214 2449 27 0.038 0.487 9.9706e-01 0.00294141
711876333 Existing Customer 53 M 3 Graduate Married $80K - $120K Blue 36 5 1 4 7290.0 2151 5139.0 0.583 1312 29 0.526 0.295 1.6399e-04 0.99984000
715256658 Existing Customer 50 M 2 College Single $60K - $80K Blue 36 5 3 2 5965.0 688 5277.0 0.673 3382 58 1.071 0.115 1.7488e-04 0.99983000
711329658 Existing Customer 30 M 0 High School Married $120K + Blue 13 3 1 4 9007.0 1965 7042.0 0.698 1925 42 0.448 0.218 1.3184e-04 0.99987000
710227908 Existing Customer 37 F 3 Graduate Single Less than $40K Blue 36 3 2 3 6077.0 1397 4680.0 0.834 2837 74 0.609 0.230 1.9864e-04 0.99980000
716362008 Existing Customer 37 M 2 Doctorate Married $40K - $60K Blue 29 3 3 2 1808.0 1009 799.0 0.796 1744 35 0.944 0.558 2.6028e-04 0.99974000
714939708 Existing Customer 45 M 3 Graduate Single $80K - $120K Blue 36 6 1 3 12810.0 0 12810.0 1.363 3174 74 1.114 0.000 9.6126e-05 0.99990000
708083283 Attrited Customer 58 M 0 Unknown Single $40K - $60K Blue 45 3 1 3 3421.0 2517 904.0 0.992 992 21 0.400 0.736 9.8869e-01 0.01131000
719431608 Existing Customer 63 F 0 College Married $40K - $60K Blue 53 6 1 4 3118.0 1528 1590.0 0.604 1291 24 0.600 0.490 1.3185e-04 0.99987000
769411758 Existing Customer 43 M 1 Graduate Single $60K - $80K Blue 37 4 3 4 20013.0 922 19091.0 0.655 1518 39 0.625 0.046 4.8435e-04 0.99952000
714248733 Existing Customer 26 F 0 Unknown Single Unknown Blue 13 4 1 2 4395.0 1240 3155.0 0.662 2272 46 0.438 0.282 5.1951e-05 0.99995000
804481608 Existing Customer 37 F 1 Unknown Single Less than $40K Blue 32 6 3 3 9661.0 0 9661.0 0.926 2825 60 0.818 0.000 3.1211e-04 0.99969000
714631833 Existing Customer 53 M 4 Graduate Married $60K - $80K Blue 44 3 2 4 1973.0 1324 649.0 0.805 1587 38 0.520 0.671 3.4248e-04 0.99966000
769751958 Existing Customer 55 M 3 Unknown Married $120K + Blue 49 3 2 4 9926.0 2018 7908.0 0.618 2235 57 0.357 0.203 3.7246e-04 0.99963000
717999183 Existing Customer 36 M 3 High School Married $60K - $80K Blue 36 6 3 3 4108.0 1659 2449.0 1.202 2275 58 0.871 0.404 3.0516e-04 0.99969000
713075283 Existing Customer 51 M 3 High School Single $120K + Blue 36 5 1 4 20741.0 2504 18237.0 0.800 1818 51 1.040 0.121 1.5942e-04 0.99984000
711561108 Existing Customer 36 M 4 Graduate Single $80K - $120K Blue 24 6 1 2 16335.0 892 15443.0 0.673 2733 71 0.919 0.055 5.7762e-05 0.99994000
709854483 Existing Customer 35 F 1 High School Married Unknown Blue 17 5 3 3 4588.0 2517 2071.0 1.525 2442 62 0.632 0.549 2.7604e-04 0.99972000
713630733 Existing Customer 34 F 2 Graduate Single Less than $40K Blue 24 5 3 3 5712.0 1955 3757.0 0.969 2617 54 0.800 0.342 3.0251e-04 0.99970000
717599283 Existing Customer 57 M 0 Doctorate Married $60K - $80K Blue 36 3 1 2 5335.0 1206 4129.0 0.690 1844 49 0.750 0.226 6.8395e-05 0.99993000
806407308 Attrited Customer 54 F 3 College Single Unknown Blue 49 6 2 3 13184.0 0 13184.0 1.166 2047 33 0.179 0.000 9.9485e-01 0.00515000
712730583 Existing Customer 29 M 0 Uneducated Married $60K - $80K Blue 20 5 2 3 8592.0 1201 7391.0 0.778 1842 50 0.852 0.140 1.6891e-04 0.99983000
712142733 Existing Customer 37 F 3 Post-Graduate Married Less than $40K Blue 26 5 3 2 1910.0 1164 746.0 0.744 2028 39 1.053 0.609 2.1962e-04 0.99978000
720153258 Existing Customer 53 F 2 College Single Less than $40K Blue 45 6 3 3 6210.0 1083 5127.0 0.621 3095 62 0.590 0.174 2.9411e-04 0.99971000
814086333 Existing Customer 36 M 3 College Married $40K - $60K Blue 31 6 2 4 2220.0 1337 883.0 0.768 1685 44 0.375 0.602 3.2945e-04 0.99967000
715524708 Existing Customer 49 M 5 Unknown Single $40K - $60K Silver 41 4 2 2 20756.0 1710 19046.0 0.816 1502 31 0.824 0.082 1.1671e-04 0.99988000
713307708 Existing Customer 64 F 0 Unknown Married $40K - $60K Blue 55 6 3 2 2895.0 2517 378.0 0.322 1541 37 0.609 0.869 1.6966e-04 0.99983000
714069858 Existing Customer 53 M 3 Graduate Married $60K - $80K Blue 36 4 3 2 3539.0 2517 1022.0 0.569 1677 45 0.500 0.711 1.8665e-04 0.99981000
712789383 Existing Customer 52 M 1 Graduate Married $120K + Blue 44 6 1 4 9274.0 2097 7177.0 0.776 2048 59 0.639 0.226 1.4834e-04 0.99985000
787983633 Existing Customer 35 F 3 Uneducated Married Less than $40K Blue 26 6 1 3 3187.0 2517 670.0 1.214 2072 33 0.833 0.790 9.8837e-05 0.99990000
758583708 Attrited Customer 37 F 3 Graduate Single Less than $40K Blue 24 2 1 4 2802.0 2460 342.0 1.029 1406 28 0.077 0.878 9.9394e-01 0.00606000
717130383 Existing Customer 50 M 0 Uneducated Married $60K - $80K Blue 36 4 3 3 2334.0 707 1627.0 0.561 1386 30 0.500 0.303 2.6692e-04 0.99973000
720770883 Existing Customer 65 F 0 Graduate Single Less than $40K Blue 56 5 3 3 1438.3 0 1438.3 0.760 2249 61 0.564 0.000 2.5960e-04 0.99974000
716797758 Existing Customer 53 F 2 Unknown Married Less than $40K Blue 44 3 2 4 3519.0 0 3519.0 0.548 1670 33 0.650 0.000 3.5894e-04 0.99964000
713835258 Existing Customer 53 M 1 Unknown Married $120K + Blue 48 3 2 3 3088.0 2083 1005.0 0.633 1561 40 0.538 0.675 1.9751e-04 0.99980000
720677733 Existing Customer 40 M 3 Graduate Married $80K - $120K Silver 36 6 3 0 34516.0 1002 33514.0 1.345 2579 68 0.700 0.029 6.2213e-05 0.99994000
718587858 Existing Customer 39 M 4 High School Married $60K - $80K Blue 31 3 1 4 11906.0 2032 9874.0 0.465 1642 39 0.625 0.171 1.6112e-04 0.99984000
710263608 Existing Customer 53 F 3 High School Married Unknown Blue 36 4 2 4 11098.0 821 10277.0 0.896 2156 46 0.586 0.074 3.2942e-04 0.99967000
715055433 Existing Customer 36 M 3 Uneducated Married $60K - $80K Blue 22 6 3 4 2224.0 1772 452.0 0.810 2004 44 0.419 0.797 5.5052e-04 0.99945000
715498308 Existing Customer 35 F 2 Graduate Married $40K - $60K Blue 36 4 3 4 3454.0 1603 1851.0 1.078 1575 41 0.519 0.464 5.1600e-04 0.99948000
708099183 Existing Customer 37 F 2 High School Single Less than $40K Blue 36 4 2 2 5723.0 1873 3850.0 0.851 2732 63 0.853 0.327 1.1065e-04 0.99989000
716452908 Existing Customer 36 F 1 Unknown Single Less than $40K Blue 36 4 2 3 9239.0 1421 7818.0 0.823 2246 44 0.833 0.154 1.9751e-04 0.99980000
789959283 Existing Customer 39 M 2 College Single $80K - $120K Blue 24 4 3 2 4061.0 1775 2286.0 0.686 1602 40 0.667 0.437 1.7488e-04 0.99983000
713536158 Existing Customer 65 M 1 College Married Less than $40K Blue 56 5 3 2 4189.0 0 4189.0 0.715 1597 31 0.722 0.000 1.6415e-04 0.99984000
716750358 Existing Customer 45 F 1 Unknown Married Less than $40K Blue 32 4 1 3 6373.0 1562 4811.0 0.573 3483 82 0.640 0.245 9.5577e-05 0.99990000
815299833 Existing Customer 38 F 2 Graduate Married Less than $40K Blue 33 5 2 3 2228.0 1717 511.0 1.625 2334 61 0.848 0.771 1.9143e-04 0.99981000
721003008 Attrited Customer 36 F 4 Graduate Married Less than $40K Blue 24 3 2 2 3261.0 2517 744.0 0.378 856 18 0.059 0.772 9.9169e-01 0.00831000
779883933 Existing Customer 40 F 4 Graduate Married Less than $40K Blue 24 3 3 2 8014.0 1402 6612.0 0.873 1596 34 0.789 0.175 1.8864e-04 0.99981000
716612958 Existing Customer 35 F 2 College Married $40K - $60K Blue 29 6 1 3 10980.0 1726 9254.0 0.856 1830 36 0.636 0.157 9.0064e-05 0.99991000
715859058 Existing Customer 54 M 3 Post-Graduate Married $120K + Blue 42 6 3 4 3092.0 2165 927.0 0.676 1369 37 0.542 0.700 6.2998e-04 0.99937000
772031733 Existing Customer 40 M 4 Graduate Single $80K - $120K Blue 29 5 1 2 14315.0 690 13625.0 1.320 2603 56 0.806 0.048 5.7762e-05 0.99994000
720668358 Existing Customer 59 M 0 Uneducated Single $40K - $60K Blue 46 3 3 3 1648.0 997 651.0 0.776 1776 36 0.565 0.605 2.6692e-04 0.99973000
778708533 Attrited Customer 26 F 0 High School Single $40K - $60K Blue 13 2 2 4 1730.0 1616 114.0 0.331 869 27 0.286 0.934 9.9634e-01 0.00365621
719649408 Existing Customer 46 M 2 High School Married $60K - $80K Blue 35 6 3 3 13768.0 763 13005.0 0.712 1390 44 0.760 0.055 2.9408e-04 0.99971000
715457658 Existing Customer 29 F 1 Graduate Married Unknown Blue 19 3 3 4 1709.0 1465 244.0 0.558 1757 48 0.548 0.857 4.8435e-04 0.99952000
711934308 Existing Customer 38 M 3 Graduate Single $40K - $60K Blue 19 5 2 3 1705.0 0 1705.0 0.604 3342 62 0.824 0.000 1.9864e-04 0.99980000
781326483 Existing Customer 31 M 0 Graduate Divorced $60K - $80K Blue 25 6 1 2 8673.0 0 8673.0 0.876 2457 58 0.933 0.000 4.7263e-05 0.99995000
712557708 Existing Customer 35 M 1 High School Married $60K - $80K Blue 21 5 2 2 6391.0 2317 4074.0 0.831 2274 61 1.033 0.363 1.0386e-04 0.99990000
789187908 Existing Customer 56 M 2 Uneducated Married $80K - $120K Blue 45 4 2 2 11102.0 1946 9156.0 0.625 1448 36 1.000 0.175 1.1703e-04 0.99988000
773297508 Existing Customer 34 M 3 College Married $80K - $120K Blue 28 3 1 3 24765.0 1999 22766.0 1.013 1544 36 0.714 0.081 9.3457e-05 0.99991000
716529258 Existing Customer 42 M 4 Doctorate Married $80K - $120K Blue 27 5 3 4 31864.0 0 31864.0 1.009 1591 35 0.750 0.000 7.8294e-04 0.99922000
708242283 Existing Customer 29 M 1 College Single $60K - $80K Blue 36 5 3 2 5346.0 0 5346.0 0.928 3253 80 0.818 0.000 1.6415e-04 0.99984000
789247458 Existing Customer 32 M 0 Graduate Single $40K - $60K Blue 21 6 2 3 2801.0 1472 1329.0 1.027 2467 54 0.800 0.526 1.6428e-04 0.99984000
717100833 Existing Customer 37 F 2 High School Married Less than $40K Blue 27 6 6 2 3148.0 0 3148.0 0.498 1401 31 0.722 0.000 1.3804e-04 0.99986000
716870583 Existing Customer 36 F 3 Unknown Married Less than $40K Blue 36 6 5 3 2786.0 1628 1158.0 1.314 2853 55 0.667 0.584 3.8536e-04 0.99961000
719999508 Existing Customer 37 M 3 Unknown Married $60K - $80K Blue 24 3 1 2 11894.0 816 11078.0 1.561 2438 45 0.607 0.069 6.2820e-05 0.99994000
721236408 Existing Customer 38 M 2 Graduate Married $80K - $120K Blue 29 5 3 3 7535.0 2517 5018.0 0.813 1655 41 0.577 0.334 3.0251e-04 0.99970000
720122808 Attrited Customer 52 M 2 High School Married $60K - $80K Silver 35 4 4 3 33180.0 511 32669.0 0.681 797 14 0.273 0.015 9.9690e-01 0.00310334
716882658 Existing Customer 62 F 2 Graduate Married Less than $40K Blue 51 6 2 4 2986.0 1632 1354.0 0.883 2141 55 0.667 0.547 3.2656e-04 0.99967000
713734758 Existing Customer 35 F 2 Graduate Married Unknown Blue 23 4 2 2 6729.0 2375 4354.0 0.579 2080 50 0.351 0.353 1.1382e-04 0.99989000
709085358 Existing Customer 36 M 1 Graduate Single $60K - $80K Blue 36 3 3 4 2601.0 1817 784.0 0.663 2542 67 0.675 0.699 4.8435e-04 0.99952000
715785933 Existing Customer 54 M 3 College Married $80K - $120K Blue 45 4 3 0 3380.0 1655 1725.0 0.636 1636 58 0.706 0.490 6.6941e-05 0.99993000
717159858 Existing Customer 27 M 1 High School Single $60K - $80K Blue 18 5 2 2 2730.0 1351 1379.0 0.623 2319 61 0.743 0.495 1.0386e-04 0.99990000
713259858 Attrited Customer 26 M 0 High School Single $40K - $60K Blue 15 3 1 3 3324.0 0 3324.0 0.537 982 22 0.692 0.000 9.8723e-01 0.01277000
787516908 Existing Customer 56 F 2 Graduate Married Less than $40K Blue 45 4 3 3 2665.0 1844 821.0 0.554 1880 58 0.758 0.692 3.0251e-04 0.99970000
711145008 Existing Customer 60 F 1 Graduate Married $40K - $60K Blue 47 4 3 2 5015.0 2053 2962.0 0.442 1325 29 0.381 0.409 1.6883e-04 0.99983000
715013733 Existing Customer 54 M 4 Graduate Married $60K - $80K Blue 36 4 3 3 6905.0 2303 4602.0 0.712 1370 25 0.786 0.334 3.1726e-04 0.99968000
717098208 Existing Customer 48 M 3 Unknown Married $80K - $120K Blue 41 5 2 2 5848.0 950 4898.0 0.726 1961 51 0.545 0.162 1.2982e-04 0.99987000
737982408 Existing Customer 33 M 1 College Single $80K - $120K Blue 26 4 3 4 19136.0 1608 17528.0 0.728 2501 55 0.528 0.084 4.7091e-04 0.99953000
713216883 Existing Customer 64 F 0 Unknown Married Less than $40K Blue 55 4 3 4 3500.0 1904 1596.0 1.182 2003 41 0.952 0.544 4.8673e-04 0.99951000
709361058 Existing Customer 35 M 2 Graduate Married $60K - $80K Blue 24 5 1 3 7453.0 0 7453.0 0.712 1691 47 0.516 0.000 9.2637e-05 0.99991000
710312658 Existing Customer 54 F 2 Unknown Married Less than $40K Blue 43 4 3 3 6266.0 1819 4447.0 0.744 1456 27 1.077 0.290 3.3251e-04 0.99967000
773383158 Existing Customer 29 F 1 College Single Less than $40K Blue 23 4 3 4 4945.0 0 4945.0 1.033 2743 69 0.769 0.000 4.7091e-04 0.99953000
716053083 Attrited Customer 33 M 2 Graduate Married $120K + Blue 21 2 2 4 27992.0 0 27992.0 0.433 837 18 1.000 0.000 9.9695e-01 0.00305189
717667833 Existing Customer 34 M 1 Graduate Married $40K - $60K Blue 36 6 2 3 3735.0 1285 2450.0 1.034 1877 33 1.200 0.344 1.7969e-04 0.99982000
716998608 Existing Customer 48 M 3 Graduate Unknown $60K - $80K Blue 36 3 3 2 6703.0 1252 5451.0 0.625 1843 44 0.630 0.187 1.8665e-04 0.99981000
772086408 Existing Customer 38 M 3 High School Single $80K - $120K Blue 27 4 1 4 6162.0 943 5219.0 0.484 1527 35 0.207 0.153 1.5942e-04 0.99984000
708597558 Existing Customer 42 M 3 High School Single $60K - $80K Blue 36 4 4 3 3337.0 795 2542.0 0.524 3951 68 0.619 0.238 3.6878e-04 0.99963000
718011783 Existing Customer 55 M 3 Graduate Married $40K - $60K Blue 36 3 3 3 2205.0 1337 868.0 0.650 1591 38 0.727 0.606 3.1390e-04 0.99969000
714360033 Existing Customer 62 M 1 High School Married $40K - $60K Blue 43 5 1 3 4450.0 1444 3006.0 0.465 1326 44 0.419 0.324 8.4530e-05 0.99992000
811005858 Existing Customer 33 F 0 Unknown Married Less than $40K Blue 28 4 2 4 1438.3 0 1438.3 0.916 2914 70 0.591 0.000 3.0803e-04 0.99969000
794485158 Existing Customer 38 M 2 Unknown Married $80K - $120K Blue 18 6 1 2 2172.0 1475 697.0 1.158 2447 46 1.300 0.679 6.0540e-05 0.99994000
708513183 Existing Customer 39 M 1 Uneducated Married $40K - $60K Blue 29 4 2 2 4323.0 1267 3056.0 1.102 3078 58 0.611 0.293 1.0985e-04 0.99989000
719353158 Existing Customer 56 M 1 College Married $80K - $120K Blue 45 5 1 3 4145.0 1468 2677.0 0.579 1238 36 0.500 0.354 8.4537e-05 0.99992000
711436083 Existing Customer 36 M 1 Graduate Married Less than $40K Blue 18 6 3 3 2032.0 1003 1029.0 1.005 2454 46 0.586 0.494 2.8395e-04 0.99972000
780374133 Existing Customer 29 M 1 College Single $80K - $120K Blue 19 5 3 3 7010.0 2103 4907.0 1.007 2413 48 1.087 0.300 2.7607e-04 0.99972000
739117233 Existing Customer 57 M 3 High School Married $120K + Blue 50 3 3 2 3205.0 1530 1675.0 0.673 2126 58 0.657 0.477 1.8145e-04 0.99982000
708486033 Existing Customer 55 F 3 Post-Graduate Married Unknown Blue 36 3 2 3 16547.0 1521 15026.0 0.555 1782 48 0.333 0.092 2.3373e-04 0.99977000
795237183 Existing Customer 51 F 2 Graduate Married $40K - $60K Blue 45 3 2 4 5930.0 0 5930.0 1.190 2041 32 0.684 0.000 3.2656e-04 0.99967000
788788758 Existing Customer 57 F 3 College Single Unknown Blue 39 4 1 2 7469.0 1752 5717.0 0.923 2050 46 0.917 0.235 5.5564e-05 0.99994000
709635858 Existing Customer 56 F 3 Graduate Married Less than $40K Blue 45 6 2 3 2235.0 0 2235.0 0.556 1229 27 0.350 0.000 1.9864e-04 0.99980000
789701658 Existing Customer 26 M 0 College Single $40K - $60K Blue 13 5 2 2 2047.0 1196 851.0 0.623 2180 33 0.941 0.584 9.4960e-05 0.99991000
713484483 Existing Customer 36 F 4 Uneducated Single Unknown Silver 21 3 1 2 34516.0 907 33609.0 0.572 2298 55 0.719 0.026 5.3664e-05 0.99995000
711954558 Existing Customer 53 F 3 Graduate Married $40K - $60K Blue 44 3 3 4 2636.0 2357 279.0 0.654 1333 34 0.545 0.894 5.3543e-04 0.99946000
712655583 Existing Customer 41 M 3 Graduate Married $40K - $60K Blue 32 3 3 2 6425.0 915 5510.0 0.958 2036 44 0.692 0.142 1.8665e-04 0.99981000
779686683 Existing Customer 26 F 0 Post-Graduate Single Less than $40K Blue 13 5 3 2 2902.0 1668 1234.0 0.621 2088 34 0.478 0.575 1.8162e-04 0.99982000
711226758 Existing Customer 51 F 1 College Divorced Less than $40K Blue 42 3 2 3 4002.0 1669 2333.0 0.702 2024 53 1.120 0.417 1.7470e-04 0.99983000
713241033 Existing Customer 34 M 0 Graduate Married $60K - $80K Blue 26 4 3 3 5175.0 977 4198.0 1.705 2405 49 0.885 0.189 2.5960e-04 0.99974000
788754108 Existing Customer 65 F 1 Unknown Single $40K - $60K Blue 48 4 2 4 4599.0 637 3962.0 0.622 2608 78 0.592 0.139 3.3692e-04 0.99966000
717013383 Existing Customer 52 M 2 High School Married $80K - $120K Blue 43 4 3 4 31258.0 1518 29740.0 0.917 2866 53 0.893 0.049 5.0163e-04 0.99950000
712634133 Existing Customer 54 F 2 Graduate Married Less than $40K Blue 45 5 2 4 2683.0 1671 1012.0 0.784 1406 37 0.423 0.623 3.2656e-04 0.99967000
709537683 Attrited Customer 37 M 3 College Married $80K - $120K Blue 30 3 4 3 11638.0 926 10712.0 0.262 563 15 0.364 0.080 9.9730e-01 0.00270308
778627983 Existing Customer 40 F 3 Graduate Married Unknown Blue 20 3 1 3 1829.0 1140 689.0 0.325 1610 49 0.400 0.623 9.6126e-05 0.99990000
720241758 Existing Customer 55 M 0 Doctorate Married $80K - $120K Blue 36 3 1 3 8276.0 1671 6605.0 0.359 1409 25 0.250 0.202 1.1504e-04 0.99988000
720814233 Existing Customer 45 M 4 High School Unknown $80K - $120K Blue 34 4 3 3 23539.0 1261 22278.0 0.484 1485 38 0.462 0.054 3.0842e-04 0.99969000
785080308 Existing Customer 37 F 2 High School Married Less than $40K Blue 31 5 3 3 2352.0 0 2352.0 1.467 2344 48 0.920 0.000 2.9408e-04 0.99971000
713358633 Existing Customer 30 M 1 Graduate Single $60K - $80K Blue 36 6 1 2 11371.0 1015 10356.0 1.483 2768 68 0.889 0.089 5.1697e-05 0.99995000
720392433 Existing Customer 55 F 1 Unknown Married Less than $40K Blue 36 6 6 2 2857.0 2517 340.0 0.871 1869 47 0.567 0.881 1.4650e-04 0.99985000
720282558 Existing Customer 36 M 2 Graduate Single $80K - $120K Silver 27 5 2 4 34516.0 1568 32948.0 0.878 2873 73 0.659 0.045 2.9507e-04 0.99970000
821370858 Existing Customer 39 M 1 Graduate Married $40K - $60K Blue 35 5 3 4 6690.0 1884 4806.0 0.791 1734 39 0.625 0.282 4.8435e-04 0.99952000
799249833 Existing Customer 34 M 2 Graduate Single Less than $40K Blue 28 5 1 4 4439.0 844 3595.0 0.863 2858 71 0.690 0.190 1.5804e-04 0.99984000
713016633 Existing Customer 47 M 3 High School Single $60K - $80K Blue 36 4 3 2 5344.0 1582 3762.0 0.537 1984 36 1.000 0.296 1.8145e-04 0.99982000
814471983 Existing Customer 42 M 3 High School Divorced $80K - $120K Blue 37 6 3 3 27310.0 0 27310.0 0.919 1537 41 1.050 0.000 3.0516e-04 0.99969000
779612808 Existing Customer 61 M 1 Graduate Married $40K - $60K Blue 50 6 2 4 2531.0 2360 171.0 0.955 1263 35 0.591 0.932 3.0653e-04 0.99969000
716692683 Existing Customer 31 M 1 College Single $40K - $60K Blue 22 4 1 3 9096.0 0 9096.0 0.768 2318 54 0.688 0.000 8.4537e-05 0.99992000
790145733 Attrited Customer 40 M 3 College Single $80K - $120K Silver 33 1 3 4 34516.0 0 34516.0 0.927 1112 26 0.368 0.000 9.9788e-01 0.00212041
716038533 Existing Customer 42 F 3 Graduate Unknown Less than $40K Blue 32 3 1 2 7169.0 902 6267.0 0.834 1438 35 0.591 0.126 5.7151e-05 0.99994000
714421233 Existing Customer 54 F 0 Graduate Married Less than $40K Blue 36 5 3 4 5399.0 1723 3676.0 0.765 1292 34 0.889 0.319 4.4282e-04 0.99956000
709783908 Existing Customer 52 F 3 Unknown Married Less than $40K Blue 47 6 3 2 2280.0 1170 1110.0 0.603 1924 50 0.667 0.513 2.0516e-04 0.99979000
812788233 Existing Customer 31 F 0 Graduate Married Less than $40K Blue 21 4 1 4 6315.0 1305 5010.0 0.542 2205 43 0.265 0.207 1.3562e-04 0.99986000
772452783 Existing Customer 43 M 3 Unknown Married $40K - $60K Blue 33 6 1 2 4402.0 1640 2762.0 0.719 1774 46 1.000 0.373 6.2820e-05 0.99994000
714002658 Existing Customer 49 M 2 Unknown Married $120K + Blue 34 5 4 2 27732.0 1623 26109.0 0.452 1413 31 0.722 0.059 2.3893e-04 0.99976000
713464983 Existing Customer 45 F 2 Graduate Unknown $40K - $60K Blue 36 4 3 4 4947.0 1053 3894.0 1.195 3479 76 0.810 0.213 5.1600e-04 0.99948000
713910108 Existing Customer 38 M 1 Graduate Married $80K - $120K Blue 28 3 2 3 3946.0 2375 1571.0 0.921 1646 43 0.536 0.602 1.7969e-04 0.99982000
808169358 Existing Customer 57 M 2 Uneducated Single $40K - $60K Blue 52 5 3 4 12291.0 2289 10002.0 0.685 1683 50 0.471 0.186 5.3055e-04 0.99947000
714013083 Existing Customer 63 F 2 Graduate Married $40K - $60K Blue 53 4 2 4 3067.0 1874 1193.0 0.791 1420 32 0.455 0.611 3.2656e-04 0.99967000
715381533 Existing Customer 42 F 4 Post-Graduate Single Less than $40K Blue 36 6 2 3 1438.3 674 764.3 1.769 2451 55 1.292 0.469 2.3623e-04 0.99976000
717678408 Existing Customer 61 F 1 Doctorate Married $40K - $60K Blue 47 4 2 4 8633.0 2517 6116.0 0.681 2066 51 0.457 0.292 4.4353e-04 0.99956000
719143308 Existing Customer 37 M 2 Unknown Single $40K - $60K Blue 28 4 4 3 2394.0 0 2394.0 1.059 2805 85 0.667 0.000 4.0183e-04 0.99960000
711509658 Attrited Customer 61 M 2 Graduate Married $120K + Blue 49 3 0 4 11374.0 2517 8857.0 1.015 1088 26 1.167 0.221 9.8319e-01 0.01681000
757481283 Existing Customer 35 M 3 College Married $60K - $80K Blue 28 4 3 4 6921.0 2159 4762.0 0.895 1931 35 0.750 0.312 5.2057e-04 0.99948000
808681158 Existing Customer 57 M 0 Graduate Married $80K - $120K Blue 52 4 6 4 2564.0 2379 185.0 0.358 1343 35 0.296 0.928 3.4959e-04 0.99965000
718867683 Existing Customer 64 M 1 Unknown Married Less than $40K Blue 55 4 3 4 2720.0 1904 816.0 0.634 1613 43 0.344 0.700 5.3237e-04 0.99947000
714618333 Existing Customer 39 F 2 Doctorate Married Unknown Blue 36 3 2 4 9843.0 2154 7689.0 0.733 1402 35 0.667 0.219 4.7251e-04 0.99953000
794562783 Existing Customer 28 F 0 Unknown Single Unknown Blue 13 5 3 2 21691.0 661 21030.0 0.767 2534 51 0.962 0.030 1.6966e-04 0.99983000
708208758 Existing Customer 53 M 1 Graduate Single $80K - $120K Blue 45 6 3 2 1826.0 883 943.0 0.953 2199 48 1.000 0.484 1.6883e-04 0.99983000
794504658 Existing Customer 39 M 1 Unknown Married $60K - $80K Blue 24 6 3 0 5746.0 1829 3917.0 0.649 1562 44 0.913 0.318 6.8460e-05 0.99993000
714772758 Existing Customer 35 F 3 Graduate Married Less than $40K Blue 27 6 2 4 2926.0 1346 1580.0 0.834 1851 48 0.455 0.460 3.3886e-04 0.99966000
713830233 Existing Customer 47 F 5 High School Married $40K - $60K Blue 36 5 3 2 7061.0 1813 5248.0 0.744 1831 60 0.500 0.257 1.8053e-04 0.99982000
713577483 Existing Customer 47 M 4 Unknown Married $80K - $120K Blue 35 3 3 4 5589.0 1430 4159.0 0.632 1570 31 0.722 0.256 5.9480e-04 0.99941000
814513008 Existing Customer 38 M 2 Graduate Married $80K - $120K Blue 33 5 3 3 9620.0 2033 7587.0 0.667 1735 43 0.387 0.211 3.0251e-04 0.99970000
712765158 Existing Customer 26 F 1 High School Single Less than $40K Blue 15 5 3 3 2539.0 2162 377.0 0.635 2386 47 0.382 0.852 2.7604e-04 0.99972000
714411108 Existing Customer 37 F 3 Graduate Single Unknown Blue 28 4 2 3 3642.0 610 3032.0 0.676 2790 68 0.581 0.167 1.9864e-04 0.99980000
720231108 Existing Customer 57 M 2 Graduate Single Less than $40K Blue 39 3 4 3 3451.0 0 3451.0 0.744 3031 57 0.676 0.000 3.6558e-04 0.99963000
709035708 Existing Customer 38 F 0 Unknown Married Less than $40K Blue 36 4 2 3 1841.0 1246 595.0 0.759 1819 35 0.522 0.677 1.8057e-04 0.99982000
720662508 Existing Customer 39 M 1 Graduate Married $120K + Blue 25 6 3 2 5764.0 1529 4235.0 1.356 1972 38 0.520 0.265 1.6883e-04 0.99983000
708623283 Existing Customer 35 M 2 Uneducated Single $60K - $80K Blue 16 6 3 2 18278.0 0 18278.0 0.798 2084 61 1.103 0.000 1.8494e-04 0.99982000
813247083 Existing Customer 38 M 2 Graduate Married $80K - $120K Blue 33 4 3 2 16059.0 618 15441.0 0.824 1357 26 1.000 0.038 1.7987e-04 0.99982000
780078333 Existing Customer 56 M 2 Unknown Married $60K - $80K Blue 41 3 2 2 5887.0 659 5228.0 0.650 1193 26 0.300 0.112 1.2511e-04 0.99987000
811915383 Existing Customer 36 M 3 Uneducated Married $40K - $60K Blue 31 6 2 2 3152.0 1986 1166.0 1.328 2530 50 0.724 0.630 1.2144e-04 0.99988000
719818983 Attrited Customer 39 M 1 College Divorced $80K - $120K Blue 28 1 3 4 12464.0 0 12464.0 0.864 1195 35 0.522 0.000 9.9788e-01 0.00211807
716349183 Existing Customer 58 F 1 Uneducated Married Unknown Blue 36 5 2 3 4784.0 0 4784.0 0.905 2160 54 0.929 0.000 1.8475e-04 0.99982000
710067183 Existing Customer 28 M 1 High School Single Less than $40K Blue 36 5 2 3 1950.0 0 1950.0 0.803 2074 81 0.800 0.000 1.7468e-04 0.99983000
771234558 Existing Customer 65 F 0 Graduate Single Less than $40K Blue 56 6 3 2 7478.0 0 7478.0 0.847 2213 62 0.771 0.000 1.5435e-04 0.99985000
820288233 Existing Customer 26 F 0 Uneducated Single Less than $40K Blue 20 4 3 4 1438.3 0 1438.3 0.764 2731 39 0.500 0.000 4.5531e-04 0.99954000
717511533 Existing Customer 28 M 0 Graduate Single Less than $40K Blue 36 4 2 4 1707.0 1191 516.0 0.669 2950 87 0.977 0.698 2.8024e-04 0.99972000
711642108 Existing Customer 30 F 1 Uneducated Married Unknown Blue 13 5 2 2 4016.0 917 3099.0 1.246 2572 35 0.591 0.228 1.0985e-04 0.99989000
712495233 Existing Customer 31 F 0 Uneducated Married Less than $40K Blue 19 5 3 2 2370.0 1699 671.0 0.889 2411 53 0.656 0.717 1.5871e-04 0.99984000
718484283 Existing Customer 57 M 3 Post-Graduate Married $60K - $80K Blue 36 6 1 4 3478.0 2517 961.0 0.685 1409 49 0.750 0.724 1.9296e-04 0.99981000
717413658 Existing Customer 43 M 4 High School Married $40K - $60K Blue 32 6 2 2 1539.0 989 550.0 0.860 1987 47 0.808 0.643 1.1604e-04 0.99988000
804668658 Attrited Customer 26 F 0 Uneducated Single Less than $40K Blue 20 3 2 4 1438.3 0 1438.3 0.506 947 20 0.053 0.000 9.9654e-01 0.00345754
715934283 Existing Customer 39 F 2 High School Single $40K - $60K Blue 26 6 3 2 3142.0 1639 1503.0 0.986 3046 56 1.154 0.522 1.7486e-04 0.99983000
717499083 Existing Customer 35 M 0 Unknown Single $60K - $80K Blue 36 3 1 2 17236.0 0 17236.0 0.958 3013 78 0.696 0.000 5.1951e-05 0.99995000
715279683 Existing Customer 52 F 2 Uneducated Married $40K - $60K Blue 36 5 1 4 1438.3 0 1438.3 0.529 1679 39 0.500 0.000 1.6249e-04 0.99984000
718971333 Existing Customer 33 M 1 Graduate Single $80K - $120K Blue 20 5 3 2 13206.0 925 12281.0 0.766 2342 51 1.318 0.070 1.6883e-04 0.99983000
709219533 Existing Customer 53 M 3 High School Married $60K - $80K Blue 41 3 1 0 2480.0 1351 1129.0 0.522 1359 36 0.565 0.545 2.0494e-05 0.99998000
709150608 Existing Customer 30 F 0 Unknown Married Less than $40K Blue 19 5 1 4 2898.0 0 2898.0 1.154 2632 64 0.778 0.000 1.4907e-04 0.99985000
788259558 Existing Customer 59 M 0 Unknown Married Less than $40K Blue 51 5 3 4 1570.0 1028 542.0 0.742 1430 28 1.333 0.655 4.8673e-04 0.99951000
802464033 Existing Customer 65 F 0 Graduate Married Less than $40K Blue 56 6 3 3 4460.0 1262 3198.0 0.898 1877 41 0.783 0.283 2.5960e-04 0.99974000
712757808 Existing Customer 33 F 2 Uneducated Married Less than $40K Blue 22 4 2 4 1544.0 0 1544.0 0.677 1731 40 0.739 0.000 3.3577e-04 0.99966000
714457083 Existing Customer 52 F 2 High School Married Unknown Blue 44 6 3 2 3456.0 2219 1237.0 0.636 1332 24 0.500 0.642 1.7486e-04 0.99983000
713413758 Existing Customer 26 F 1 College Single Unknown Blue 16 4 3 3 2751.0 1599 1152.0 0.694 2270 44 0.333 0.581 2.7607e-04 0.99972000
708741633 Existing Customer 52 M 4 High School Married $60K - $80K Blue 44 6 3 4 4153.0 0 4153.0 0.434 1771 41 0.367 0.000 5.2608e-04 0.99947000
714043833 Existing Customer 37 F 3 Graduate Single Less than $40K Blue 36 5 2 4 3685.0 1396 2289.0 0.974 3016 85 0.809 0.379 3.3886e-04 0.99966000
789577833 Existing Customer 56 M 2 Graduate Married $120K + Blue 49 4 1 4 8902.0 1932 6970.0 0.781 969 29 1.071 0.217 1.5804e-04 0.99984000
787570758 Existing Customer 35 M 2 Uneducated Married $120K + Blue 26 3 3 4 2944.0 1596 1348.0 0.737 2070 44 0.467 0.542 5.3055e-04 0.99947000
720371733 Existing Customer 58 F 0 Graduate Married Less than $40K Blue 47 5 3 2 2232.0 786 1446.0 0.435 1395 39 0.345 0.352 1.5435e-04 0.99985000
819117183 Existing Customer 34 F 3 Unknown Married $40K - $60K Blue 29 3 2 4 1569.0 909 660.0 1.288 2169 48 1.182 0.579 3.7246e-04 0.99963000
711776433 Existing Customer 37 M 3 Uneducated Single $80K - $120K Blue 26 4 2 2 23622.0 1153 22469.0 0.666 2574 65 0.625 0.049 1.2144e-04 0.99988000
709583133 Existing Customer 53 M 3 Uneducated Married $40K - $60K Blue 40 6 3 3 3326.0 1442 1884.0 0.711 1627 54 1.077 0.434 3.2275e-04 0.99968000
719521983 Existing Customer 38 M 2 Uneducated Married $40K - $60K Blue 31 4 3 3 6116.0 1698 4418.0 0.937 1592 32 1.000 0.278 3.1104e-04 0.99969000
718415133 Existing Customer 38 M 1 Uneducated Married $80K - $120K Blue 25 6 1 3 11352.0 0 11352.0 1.324 1601 34 1.125 0.000 8.9404e-05 0.99991000
710594358 Existing Customer 28 F 0 Unknown Single Less than $40K Silver 36 4 3 4 14910.0 873 14037.0 0.737 2560 72 0.674 0.059 4.3981e-04 0.99956000
709730508 Existing Customer 39 F 0 High School Single Unknown Blue 27 6 3 3 17531.0 0 17531.0 0.800 4563 61 0.743 0.000 2.5237e-04 0.99975000
720462633 Existing Customer 43 F 3 Uneducated Single Less than $40K Blue 29 3 2 3 4138.0 643 3495.0 0.681 1827 49 0.581 0.155 2.0424e-04 0.99980000
715005558 Existing Customer 36 M 2 College Single $80K - $120K Blue 36 6 2 2 8374.0 2147 6227.0 1.113 2472 65 1.167 0.256 1.1066e-04 0.99989000
779993208 Existing Customer 38 F 2 Uneducated Married Less than $40K Blue 28 3 3 3 7049.0 0 7049.0 0.988 1475 27 1.700 0.000 3.1104e-04 0.99969000
787543008 Existing Customer 37 M 1 Graduate Single $40K - $60K Blue 27 5 3 4 3851.0 1695 2156.0 0.717 2349 61 0.968 0.440 4.8435e-04 0.99952000
743265108 Existing Customer 37 M 4 College Single $60K - $80K Blue 30 5 1 4 15936.0 827 15109.0 1.085 2477 49 1.042 0.052 1.6114e-04 0.99984000
713770383 Existing Customer 29 F 0 Uneducated Divorced Less than $40K Blue 19 5 4 4 2926.0 0 2926.0 0.840 2775 74 1.114 0.000 5.5021e-04 0.99945000
712392108 Existing Customer 51 M 3 High School Married $60K - $80K Blue 36 3 2 4 10305.0 691 9614.0 0.485 1451 25 0.667 0.067 3.2942e-04 0.99967000
720145683 Existing Customer 54 M 1 College Married $60K - $80K Blue 42 3 2 2 2987.0 2517 470.0 0.479 1617 35 0.750 0.843 1.0387e-04 0.99990000
714832383 Existing Customer 35 M 0 High School Single $80K - $120K Gold 29 6 2 3 34516.0 1965 32551.0 1.044 2949 70 1.000 0.057 1.8399e-04 0.99982000
772706283 Existing Customer 38 F 2 College Married $40K - $60K Blue 28 3 3 4 6275.0 1579 4696.0 0.996 1585 43 0.720 0.252 5.0168e-04 0.99950000
795920358 Existing Customer 33 F 2 High School Married Less than $40K Blue 27 3 2 3 7185.0 0 7185.0 1.504 2679 45 0.800 0.000 1.8610e-04 0.99981000
716277558 Existing Customer 45 F 1 Uneducated Single Less than $40K Blue 36 4 3 4 3281.0 1961 1320.0 0.744 1779 47 0.808 0.598 4.9800e-04 0.99950000
764776833 Existing Customer 61 M 0 Graduate Married $40K - $60K Blue 54 3 3 2 3077.0 1646 1431.0 0.456 1523 30 0.579 0.535 1.5435e-04 0.99985000
710795883 Existing Customer 33 F 3 Uneducated Married Less than $40K Blue 16 6 1 4 2042.0 1864 178.0 1.318 2758 50 0.852 0.913 1.6861e-04 0.99983000
710428308 Existing Customer 55 M 4 High School Single $60K - $80K Blue 51 4 1 4 2001.0 1553 448.0 0.482 1910 51 0.700 0.776 1.6112e-04 0.99984000
721096983 Existing Customer 34 F 2 Graduate Single Less than $40K Blue 36 4 3 4 3625.0 2517 1108.0 1.158 2616 46 1.300 0.694 5.1600e-04 0.99948000
715760733 Existing Customer 58 M 4 High School Married $40K - $60K Blue 47 6 3 4 7803.0 1885 5918.0 0.531 1199 25 0.316 0.242 5.2608e-04 0.99947000
718227033 Existing Customer 38 F 4 Graduate Married Less than $40K Blue 30 3 1 2 5951.0 1702 4249.0 1.264 2565 53 0.710 0.286 5.7762e-05 0.99994000
720610008 Attrited Customer 59 M 1 College Married $120K + Blue 50 1 5 4 15796.0 812 14984.0 0.719 1339 23 0.150 0.051 9.9810e-01 0.00189674
719517258 Existing Customer 57 M 4 Unknown Single $80K - $120K Blue 36 5 3 4 7558.0 1364 6194.0 0.719 3676 67 0.558 0.180 5.9480e-04 0.99941000
714111333 Existing Customer 55 M 1 High School Married $60K - $80K Blue 46 6 1 3 5381.0 0 5381.0 0.746 1910 38 1.000 0.000 8.4530e-05 0.99992000
717551358 Existing Customer 63 M 0 Graduate Married $60K - $80K Blue 55 4 1 4 3556.0 2517 1039.0 0.983 2279 56 0.600 0.708 1.3562e-04 0.99986000
813573333 Existing Customer 60 M 1 High School Married Less than $40K Blue 55 5 1 4 2661.0 1466 1195.0 0.631 1354 25 0.316 0.551 1.4421e-04 0.99986000
711709683 Existing Customer 53 F 2 Uneducated Married Less than $40K Blue 36 6 1 4 3506.0 1405 2101.0 0.766 1999 48 0.655 0.401 1.6249e-04 0.99984000
712902483 Existing Customer 35 M 3 High School Married $60K - $80K Blue 24 3 2 2 2066.0 1699 367.0 0.624 1895 43 0.536 0.822 1.1482e-04 0.99989000
710893533 Existing Customer 53 M 1 Unknown Married $120K + Blue 42 4 1 4 8329.0 877 7452.0 0.432 1570 56 0.333 0.105 1.6305e-04 0.99984000
719883858 Existing Customer 58 M 2 Graduate Married Less than $40K Blue 48 4 1 0 2774.0 0 2774.0 0.721 1258 33 0.435 0.000 2.0316e-05 0.99998000
719628033 Existing Customer 33 F 1 Post-Graduate Married Unknown Blue 36 5 3 3 4134.0 1130 3004.0 1.222 2475 52 0.926 0.273 3.3411e-04 0.99967000
712043433 Existing Customer 53 M 1 Graduate Married $80K - $120K Blue 36 5 2 2 11329.0 1180 10149.0 0.648 1213 33 0.571 0.104 1.0684e-04 0.99989000
769095558 Existing Customer 59 M 1 Doctorate Single $60K - $80K Blue 53 3 2 2 9055.0 1560 7495.0 0.696 1755 45 0.800 0.172 1.5460e-04 0.99985000
816094233 Existing Customer 37 M 1 High School Married $120K + Blue 32 6 2 2 17393.0 1409 15984.0 0.608 1692 38 0.652 0.081 1.0386e-04 0.99990000
758417508 Existing Customer 50 F 4 High School Divorced Less than $40K Blue 43 6 3 4 5908.0 0 5908.0 0.822 3313 72 0.756 0.000 5.2608e-04 0.99947000
721234308 Existing Customer 35 F 2 Uneducated Married Less than $40K Blue 21 6 2 3 5825.0 1815 4010.0 1.132 2820 62 0.879 0.312 1.9683e-04 0.99980000
717138558 Existing Customer 28 M 0 Post-Graduate Married $40K - $60K Blue 16 5 1 3 3665.0 0 3665.0 0.737 1813 31 0.409 0.000 9.3538e-05 0.99991000
798120858 Existing Customer 37 M 3 Uneducated Married $80K - $120K Blue 31 4 2 2 3797.0 1425 2372.0 1.505 2555 44 0.833 0.375 1.2144e-04 0.99988000
709997958 Existing Customer 39 M 3 Graduate Married $40K - $60K Blue 28 4 3 4 3478.0 0 3478.0 0.650 2133 54 0.543 0.000 5.3543e-04 0.99946000
712617408 Existing Customer 31 M 1 Post-Graduate Single $40K - $60K Blue 20 5 3 3 13734.0 0 13734.0 0.855 2566 74 0.762 0.000 3.3411e-04 0.99967000
720158208 Existing Customer 37 M 3 Graduate Married $60K - $80K Blue 23 4 3 2 3034.0 2167 867.0 0.711 2058 49 0.485 0.714 1.8665e-04 0.99981000
716548083 Existing Customer 39 M 4 Graduate Married Less than $40K Blue 32 4 1 4 2973.0 2360 613.0 1.257 2593 57 0.781 0.794 1.6574e-04 0.99983000
717631008 Existing Customer 38 M 2 Graduate Married $80K - $120K Blue 31 4 1 2 24296.0 0 24296.0 0.781 1886 48 0.500 0.000 5.5077e-05 0.99994000
813964383 Existing Customer 35 M 3 Graduate Single $40K - $60K Blue 30 3 1 3 8969.0 1226 7743.0 0.840 2568 59 0.735 0.137 9.6126e-05 0.99990000
719952408 Existing Customer 30 M 0 Graduate Married Less than $40K Blue 36 3 3 2 2550.0 1623 927.0 0.650 1870 51 0.275 0.636 1.5435e-04 0.99985000
771028533 Attrited Customer 48 F 3 Post-Graduate Married Less than $40K Silver 35 5 1 3 10357.0 0 10357.0 0.506 911 25 0.190 0.000 9.9031e-01 0.00969000
771823308 Existing Customer 33 F 2 Uneducated Unknown Less than $40K Blue 21 5 1 4 1475.0 986 489.0 0.896 1896 33 0.833 0.668 1.6249e-04 0.99984000
719854008 Existing Customer 47 M 3 Unknown Single $40K - $60K Blue 36 3 6 2 5154.0 1407 3747.0 0.666 1694 32 0.778 0.273 1.6195e-04 0.99984000
713998233 Existing Customer 37 F 2 High School Single Less than $40K Blue 36 6 2 4 3586.0 1414 2172.0 0.745 2780 57 0.727 0.394 3.1746e-04 0.99968000
714746358 Existing Customer 38 M 3 Unknown Married $60K - $80K Blue 28 3 1 2 4646.0 1680 2966.0 1.238 2234 35 0.667 0.362 6.2820e-05 0.99994000
713574708 Existing Customer 39 M 3 College Single $40K - $60K Blue 28 6 2 2 1640.0 1177 463.0 0.695 3124 66 0.784 0.718 1.1483e-04 0.99989000
714753258 Existing Customer 34 M 2 Unknown Married $60K - $80K Blue 36 5 2 4 2379.0 1982 397.0 1.194 2966 50 1.381 0.833 3.5894e-04 0.99964000
712004208 Existing Customer 65 M 0 Graduate Single Less than $40K Blue 56 3 3 2 3422.0 0 3422.0 0.929 1973 59 0.686 0.000 1.5435e-04 0.99985000
719621958 Existing Customer 43 M 3 Graduate Unknown $60K - $80K Blue 28 3 2 3 4365.0 0 4365.0 0.320 1720 40 0.379 0.000 1.9864e-04 0.99980000
819610908 Attrited Customer 38 M 2 Uneducated Single $80K - $120K Blue 33 1 4 4 32938.0 2089 30849.0 0.720 1137 26 0.238 0.063 9.9844e-01 0.00155634
823948308 Existing Customer 48 M 4 Post-Graduate Unknown $40K - $60K Blue 44 6 2 4 6710.0 1942 4768.0 0.777 1727 37 0.850 0.289 4.0297e-04 0.99960000
712064358 Existing Customer 38 M 1 Graduate Married $60K - $80K Blue 36 6 3 4 2507.0 1544 963.0 0.906 1999 34 0.789 0.616 4.8435e-04 0.99952000
816013383 Attrited Customer 65 F 0 Graduate Divorced Less than $40K Blue 56 3 6 3 6184.0 0 6184.0 1.016 1712 27 0.286 0.000 9.9515e-01 0.00485493
758765808 Existing Customer 36 F 2 Unknown Married Less than $40K Blue 29 6 3 4 2029.0 1190 839.0 0.628 1802 40 0.481 0.586 5.6716e-04 0.99943000
780881358 Existing Customer 35 M 3 Graduate Single $40K - $60K Silver 17 6 3 2 16659.0 0 16659.0 1.012 2551 74 0.609 0.000 1.6865e-04 0.99983000
709422183 Existing Customer 58 F 1 Graduate Married Less than $40K Blue 46 4 2 2 2203.0 1394 809.0 0.570 1788 45 0.364 0.633 1.0684e-04 0.99989000
779951058 Existing Customer 54 F 3 High School Married Unknown Blue 38 4 2 4 5122.0 1642 3480.0 0.935 1908 39 0.696 0.321 3.2942e-04 0.99967000
809941233 Existing Customer 53 M 1 Graduate Married $80K - $120K Blue 48 4 1 3 3074.0 2390 684.0 0.421 1377 38 0.583 0.777 8.6952e-05 0.99991000
710844408 Existing Customer 38 M 3 Post-Graduate Married $60K - $80K Blue 36 4 3 2 2584.0 0 2584.0 0.593 1843 28 0.647 0.000 2.1962e-04 0.99978000
819002508 Existing Customer 31 M 1 Unknown Single $40K - $60K Blue 26 4 1 2 2037.0 0 2037.0 0.880 2563 64 0.641 0.000 5.6825e-05 0.99994000
807141183 Existing Customer 34 M 1 Graduate Married $120K + Blue 29 4 3 2 14938.0 1412 13526.0 0.677 1930 36 0.636 0.095 1.6883e-04 0.99983000
711119358 Existing Customer 38 M 3 Unknown Married $60K - $80K Blue 31 6 1 2 2014.0 896 1118.0 1.055 2460 52 0.857 0.445 6.2820e-05 0.99994000
808273533 Attrited Customer 39 M 2 High School Single $60K - $80K Blue 34 3 4 3 1818.0 0 1818.0 0.651 2054 55 0.774 0.000 9.9720e-01 0.00280488
716297658 Existing Customer 37 M 2 Graduate Single $80K - $120K Blue 36 4 1 4 14926.0 0 14926.0 0.635 2405 55 0.667 0.000 1.5804e-04 0.99984000
716532258 Existing Customer 51 F 1 High School Single Less than $40K Blue 43 4 3 2 2827.0 1308 1519.0 0.790 3291 55 0.618 0.463 1.6413e-04 0.99984000
720540708 Existing Customer 53 F 3 Uneducated Married Less than $40K Blue 42 3 2 4 2773.0 1507 1266.0 1.060 1197 25 1.083 0.543 3.4841e-04 0.99965000
720904233 Existing Customer 53 M 0 Graduate Married $80K - $120K Blue 41 3 3 2 16033.0 560 15473.0 0.963 1158 31 1.067 0.035 1.5435e-04 0.99985000
720863133 Existing Customer 65 M 1 Graduate Married Less than $40K Blue 54 5 3 4 3213.0 2517 696.0 0.507 1855 39 0.773 0.783 4.8435e-04 0.99952000
714957108 Existing Customer 33 F 3 High School Divorced Less than $40K Blue 26 5 1 3 3616.0 0 3616.0 0.912 3133 72 1.000 0.000 9.3448e-05 0.99991000
790102008 Existing Customer 37 M 3 Doctorate Single $60K - $80K Blue 30 6 1 3 5924.0 1023 4901.0 0.765 3305 80 0.778 0.173 1.3910e-04 0.99986000
781933983 Existing Customer 47 M 4 Graduate Married $40K - $60K Blue 41 5 3 4 14535.0 0 14535.0 0.711 2970 76 0.689 0.000 5.4115e-04 0.99946000
712643358 Existing Customer 59 F 0 High School Married Less than $40K Blue 49 6 2 4 2833.0 1609 1224.0 0.780 1335 23 1.300 0.568 2.7243e-04 0.99973000
716686158 Existing Customer 59 F 0 Post-Graduate Married Less than $40K Blue 49 5 2 3 1479.0 601 878.0 0.607 1621 32 0.600 0.406 1.9330e-04 0.99981000
806894133 Existing Customer 34 F 3 Post-Graduate Single Unknown Blue 29 3 1 4 1617.0 1347 270.0 0.730 2546 55 0.719 0.833 1.9296e-04 0.99981000
721344858 Existing Customer 26 M 0 Uneducated Single Less than $40K Blue 13 4 4 4 2237.0 451 1786.0 0.837 2192 36 0.440 0.202 5.5021e-04 0.99945000
813230208 Existing Customer 45 M 4 College Single $120K + Blue 40 3 3 3 2900.0 1782 1118.0 1.351 4686 64 0.561 0.614 3.0845e-04 0.99969000
716835033 Existing Customer 54 F 2 Graduate Married Unknown Blue 45 4 3 2 13126.0 2086 11040.0 0.659 1836 37 0.762 0.159 1.7987e-04 0.99982000
787500333 Existing Customer 52 M 2 Post-Graduate Single $80K - $120K Blue 40 6 1 3 8695.0 1407 7288.0 0.634 2030 58 0.706 0.162 1.0900e-04 0.99989000
768582033 Existing Customer 47 M 3 High School Married $40K - $60K Blue 41 6 3 4 6692.0 1897 4795.0 1.035 3902 76 0.689 0.283 5.2052e-04 0.99948000
713992158 Existing Customer 57 F 4 Unknown Married Less than $40K Blue 36 3 1 2 2159.0 1004 1155.0 0.603 1353 30 0.111 0.465 6.3492e-05 0.99994000
719916408 Existing Customer 34 M 5 Graduate Married $60K - $80K Blue 27 5 2 2 2501.0 1909 592.0 0.956 1850 34 1.125 0.763 1.1751e-04 0.99988000
789433758 Existing Customer 36 M 0 College Married $80K - $120K Blue 27 3 3 2 6338.0 2379 3959.0 0.624 1715 39 0.500 0.375 1.5007e-04 0.99985000
785011383 Attrited Customer 36 F 0 Uneducated Divorced $40K - $60K Blue 30 1 3 4 2190.0 0 2190.0 0.908 1412 38 0.583 0.000 9.9781e-01 0.00219052
719283633 Existing Customer 57 F 3 Uneducated Married $40K - $60K Blue 49 4 2 3 7578.0 1628 5950.0 0.721 1325 29 1.231 0.215 2.0424e-04 0.99980000
710816358 Existing Customer 29 M 1 Post-Graduate Married Less than $40K Blue 18 4 3 2 2963.0 1466 1497.0 1.378 2523 48 0.846 0.495 1.9866e-04 0.99980000
779653458 Existing Customer 37 M 3 Graduate Married $80K - $120K Blue 20 3 3 3 8260.0 2077 6183.0 1.167 2323 47 0.621 0.251 3.1390e-04 0.99969000
716382708 Attrited Customer 46 F 2 Graduate Single Less than $40K Blue 36 3 4 3 8309.0 858 7451.0 0.888 1165 35 0.400 0.103 9.9727e-01 0.00272694
710387583 Existing Customer 55 M 0 High School Married $80K - $120K Blue 35 5 1 4 3864.0 1901 1963.0 0.289 1018 32 0.391 0.492 1.3184e-04 0.99987000
718772133 Existing Customer 56 M 3 Graduate Married $80K - $120K Blue 47 6 3 3 10230.0 1082 9148.0 0.658 1484 34 0.545 0.106 3.1390e-04 0.99969000
711224733 Attrited Customer 32 M 0 High School Married $120K + Blue 27 3 3 4 22382.0 0 22382.0 0.418 695 10 0.250 0.000 9.9768e-01 0.00231656
718360083 Existing Customer 39 M 4 Uneducated Married $120K + Blue 36 6 3 2 25790.0 1798 23992.0 0.973 2443 70 0.556 0.070 1.9396e-04 0.99981000
716102583 Existing Customer 63 F 1 Graduate Married Less than $40K Blue 53 6 1 3 2675.0 2517 158.0 0.957 1959 56 1.000 0.941 8.6952e-05 0.99991000
720673008 Existing Customer 49 F 3 Unknown Divorced Less than $40K Blue 38 3 3 4 1652.0 812 840.0 0.548 1771 47 0.516 0.492 5.8851e-04 0.99941000
708459633 Existing Customer 38 M 2 High School Married $60K - $80K Blue 26 4 1 3 5815.0 1698 4117.0 0.896 1604 42 0.448 0.292 9.0056e-05 0.99991000
712868733 Existing Customer 60 M 0 Uneducated Married Less than $40K Blue 52 5 1 2 2595.0 2189 406.0 0.276 1562 27 0.174 0.844 4.8595e-05 0.99995000
713790708 Existing Customer 38 M 3 Uneducated Married $60K - $80K Blue 36 5 2 3 3421.0 2308 1113.0 2.037 2269 39 1.053 0.675 2.0424e-04 0.99980000
717648783 Existing Customer 63 M 2 High School Married $80K - $120K Blue 51 4 2 3 6922.0 1704 5218.0 0.278 1449 28 0.217 0.246 1.8610e-04 0.99981000
714709983 Existing Customer 43 F 2 College Married Less than $40K Blue 36 6 2 4 6979.0 898 6081.0 0.565 1665 44 0.375 0.129 3.1749e-04 0.99968000
819409608 Existing Customer 39 F 2 Graduate Married Less than $40K Blue 34 4 3 4 2594.0 0 2594.0 0.526 1457 43 0.387 0.000 5.1600e-04 0.99948000
717585858 Existing Customer 35 F 4 High School Single Unknown Blue 24 5 2 4 16915.0 1679 15236.0 0.834 2795 55 0.833 0.099 3.3294e-04 0.99967000
791856033 Attrited Customer 45 M 2 College Divorced $80K - $120K Blue 39 3 4 4 34516.0 0 34516.0 1.014 1041 27 0.350 0.000 9.9835e-01 0.00164579
714474483 Existing Customer 35 F 1 Graduate Married $40K - $60K Blue 29 4 2 2 2523.0 1877 646.0 1.631 2005 50 1.174 0.744 1.0684e-04 0.99989000
716448783 Attrited Customer 48 F 3 Graduate Married $40K - $60K Blue 39 2 4 3 6235.0 0 6235.0 0.848 1225 34 0.478 0.000 9.9737e-01 0.00262820
711065133 Existing Customer 26 M 1 High School Single $40K - $60K Blue 13 6 2 4 1473.0 0 1473.0 0.813 2099 39 0.857 0.000 2.9799e-04 0.99970000
713769258 Existing Customer 36 M 3 College Married $120K + Blue 26 3 2 3 17116.0 939 16177.0 1.575 2547 45 0.731 0.055 1.9313e-04 0.99981000
712288158 Existing Customer 37 M 2 College Married $80K - $120K Blue 17 5 3 2 4631.0 1991 2640.0 1.669 2864 37 0.947 0.430 1.7488e-04 0.99983000
714130233 Existing Customer 39 M 2 Unknown Married $60K - $80K Blue 19 3 3 2 3047.0 2150 897.0 0.882 1602 37 1.312 0.706 1.9771e-04 0.99980000
789127533 Existing Customer 49 M 4 High School Divorced $80K - $120K Blue 37 5 2 2 32338.0 1664 30674.0 0.919 3013 83 0.766 0.051 1.1604e-04 0.99988000
717038733 Existing Customer 56 M 3 Uneducated Married $60K - $80K Blue 36 5 3 3 2253.0 1375 878.0 0.388 1324 38 0.310 0.610 3.2275e-04 0.99968000
804840033 Existing Customer 45 M 2 College Married $60K - $80K Blue 38 4 6 4 16611.0 0 16611.0 0.954 1960 48 0.600 0.000 3.9606e-04 0.99960000
709363383 Existing Customer 34 M 2 High School Single Unknown Blue 36 3 4 2 22886.0 836 22050.0 0.889 2652 61 0.743 0.037 2.1132e-04 0.99979000
789760233 Existing Customer 29 M 0 Unknown Divorced $80K - $120K Blue 14 6 3 3 3544.0 0 3544.0 0.718 2435 63 1.032 0.000 2.8535e-04 0.99971000
712058958 Existing Customer 28 M 0 High School Single Less than $40K Blue 19 3 3 4 3480.0 0 3480.0 0.731 2744 75 0.829 0.000 4.3049e-04 0.99957000
708295533 Existing Customer 65 F 0 Post-Graduate Married Less than $40K Blue 56 5 3 2 3549.0 1880 1669.0 0.624 1215 22 0.571 0.530 1.8162e-04 0.99982000
817686633 Existing Customer 26 F 1 College Single Less than $40K Blue 15 5 2 4 1438.3 737 701.3 0.806 2856 39 0.500 0.512 2.9801e-04 0.99970000
713738883 Existing Customer 57 F 3 Uneducated Married Less than $40K Blue 36 6 2 3 3136.0 1422 1714.0 0.591 1260 34 0.889 0.453 2.0424e-04 0.99980000
721310283 Existing Customer 47 M 3 Graduate Single $120K + Blue 36 6 2 4 34516.0 933 33583.0 0.946 1804 32 0.600 0.027 3.3886e-04 0.99966000
803132733 Existing Customer 54 F 1 Graduate Married Less than $40K Blue 48 4 3 2 6814.0 1570 5244.0 0.653 1339 30 0.364 0.230 1.6883e-04 0.99983000
779852133 Existing Customer 48 M 2 Unknown Married $120K + Silver 32 3 2 4 34516.0 2098 32418.0 0.741 3093 66 0.784 0.061 3.2434e-04 0.99968000
716210283 Existing Customer 36 F 1 High School Married Unknown Blue 36 6 3 4 8500.0 2517 5983.0 0.445 1618 37 1.312 0.296 4.7086e-04 0.99953000
711615933 Existing Customer 43 M 3 Graduate Married $80K - $120K Blue 33 3 3 2 28170.0 1859 26311.0 0.568 1013 28 0.750 0.066 1.8665e-04 0.99981000
785311158 Existing Customer 54 F 2 Graduate Single Less than $40K Blue 48 6 1 4 6610.0 928 5682.0 0.894 3328 69 0.683 0.140 1.5804e-04 0.99984000
717267108 Existing Customer 37 M 1 College Single $60K - $80K Blue 26 6 3 2 15755.0 1410 14345.0 0.839 2061 61 0.649 0.089 1.6415e-04 0.99984000
711636558 Existing Customer 33 M 3 Graduate Married $80K - $120K Blue 36 5 3 4 2711.0 2073 638.0 0.711 1567 42 0.750 0.765 5.3543e-04 0.99946000
717504258 Existing Customer 38 M 2 College Married $40K - $60K Blue 25 4 1 4 3735.0 1199 2536.0 0.886 1573 35 0.750 0.321 1.5365e-04 0.99985000
718242333 Existing Customer 36 M 4 Graduate Single $80K - $120K Blue 36 5 3 2 10216.0 1822 8394.0 0.778 2568 69 0.683 0.178 1.8864e-04 0.99981000
771844458 Existing Customer 40 F 3 Graduate Married Unknown Blue 28 6 1 2 20420.0 1657 18763.0 1.038 1804 41 0.864 0.081 5.7151e-05 0.99994000
708892833 Attrited Customer 37 M 2 Graduate Married $120K + Blue 30 2 4 4 13662.0 0 13662.0 0.153 725 22 0.000 0.000 9.9840e-01 0.00160016
779465358 Existing Customer 26 F 0 High School Single Unknown Blue 13 4 3 3 3038.0 1460 1578.0 0.980 2243 38 0.462 0.481 2.5237e-04 0.99975000
720191883 Existing Customer 45 M 3 High School Single $60K - $80K Blue 35 5 3 3 7050.0 659 6391.0 0.520 1236 36 1.000 0.093 3.0516e-04 0.99969000
710934033 Existing Customer 26 M 0 High School Single Less than $40K Blue 13 6 1 4 1775.0 1162 613.0 0.930 2169 43 0.536 0.655 1.3184e-04 0.99987000
714473658 Existing Customer 42 M 3 Graduate Single $40K - $60K Blue 30 6 2 2 8960.0 1054 7906.0 0.414 1488 26 0.368 0.118 1.1811e-04 0.99988000
716569983 Existing Customer 33 M 2 College Married $80K - $120K Blue 36 3 1 2 2355.0 1773 582.0 0.774 1765 27 0.929 0.753 5.3547e-05 0.99995000
789833583 Existing Customer 57 F 4 High School Married $40K - $60K Blue 47 5 2 4 6803.0 1332 5471.0 0.809 1476 30 0.579 0.196 3.3294e-04 0.99967000
818923158 Existing Customer 55 M 2 Graduate Married $60K - $80K Blue 50 5 2 4 2145.0 1207 938.0 0.521 1275 31 0.476 0.563 3.2656e-04 0.99967000
716596308 Existing Customer 40 M 3 Uneducated Single $80K - $120K Blue 36 5 2 3 3919.0 1640 2279.0 0.800 1872 51 0.500 0.418 2.0424e-04 0.99980000
716620458 Existing Customer 32 M 1 High School Single Less than $40K Blue 23 3 2 3 4500.0 0 4500.0 0.626 2439 63 0.703 0.000 1.7468e-04 0.99983000
710251608 Existing Customer 62 F 1 High School Married Less than $40K Blue 54 3 3 4 2941.0 1173 1768.0 0.436 1453 27 0.350 0.399 4.7086e-04 0.99953000
710633808 Existing Customer 26 M 0 Graduate Single $60K - $80K Blue 13 3 3 3 7102.0 0 7102.0 0.537 2411 41 0.281 0.000 2.5960e-04 0.99974000
719318583 Attrited Customer 37 M 3 High School Married Less than $40K Blue 26 3 3 4 6866.0 2389 4477.0 0.395 862 13 0.182 0.348 9.9808e-01 0.00191647
819202533 Existing Customer 57 M 1 Doctorate Married $80K - $120K Blue 52 3 2 3 10378.0 1540 8838.0 0.547 1306 32 0.280 0.148 2.6001e-04 0.99974000
827360883 Existing Customer 47 F 3 High School Married Unknown Blue 43 4 3 2 13473.0 1335 12138.0 0.814 1593 46 0.484 0.099 1.8145e-04 0.99982000
771196083 Existing Customer 47 M 4 Graduate Married $80K - $120K Blue 34 6 3 3 18178.0 0 18178.0 0.922 1837 37 0.682 0.000 3.1726e-04 0.99968000
809962908 Existing Customer 48 F 2 Graduate Single Unknown Blue 43 5 3 4 8171.0 852 7319.0 0.639 1909 52 0.733 0.104 5.1600e-04 0.99948000
788965683 Existing Customer 49 F 4 Uneducated Married Less than $40K Blue 36 6 3 3 1438.3 0 1438.3 0.782 2170 41 0.464 0.000 3.2620e-04 0.99967000
817142433 Existing Customer 35 M 3 Graduate Married $80K - $120K Blue 20 5 3 4 8082.0 2307 5775.0 0.637 1725 29 1.071 0.285 5.3543e-04 0.99946000
716993058 Existing Customer 57 M 3 Unknown Divorced $60K - $80K Blue 48 5 2 3 24589.0 1640 22949.0 0.400 4291 78 0.625 0.067 2.1834e-04 0.99978000
771040758 Existing Customer 62 F 0 Graduate Single Unknown Silver 49 5 1 2 30310.0 0 30310.0 0.777 3703 91 0.492 0.000 4.2705e-05 0.99996000
713309583 Existing Customer 55 F 2 College Married Less than $40K Blue 36 6 3 4 2967.0 2129 838.0 1.075 2177 59 0.788 0.718 5.0168e-04 0.99950000
710273658 Existing Customer 36 M 2 Graduate Married $60K - $80K Blue 17 5 2 3 3092.0 1825 1267.0 1.460 2883 61 0.488 0.590 1.9143e-04 0.99981000
771429408 Existing Customer 54 M 1 High School Married $80K - $120K Blue 42 5 3 2 1618.0 668 950.0 0.552 1515 31 0.476 0.413 1.6413e-04 0.99984000
719452308 Existing Customer 30 F 0 Graduate Married Less than $40K Blue 23 5 2 3 2498.0 1632 866.0 0.712 2048 35 1.188 0.653 1.6428e-04 0.99984000
818908833 Existing Customer 46 M 3 Graduate Married $40K - $60K Blue 41 5 2 2 2564.0 0 2564.0 1.026 2038 45 0.364 0.000 1.1811e-04 0.99988000
780998133 Existing Customer 43 M 3 Graduate Married $80K - $120K Blue 34 3 4 4 10540.0 1489 9051.0 1.029 1980 45 0.607 0.141 6.4703e-04 0.99935000
801726933 Existing Customer 34 M 2 Graduate Married $120K + Blue 28 4 3 3 13384.0 1853 11531.0 0.807 1899 33 0.833 0.138 3.0251e-04 0.99970000
788474658 Existing Customer 55 M 3 Graduate Married $80K - $120K Blue 48 5 2 4 16208.0 1278 14930.0 0.543 1842 56 0.436 0.079 3.3886e-04 0.99966000
708438033 Existing Customer 36 F 2 Unknown Married Less than $40K Blue 27 3 3 4 3049.0 2198 851.0 1.546 2617 48 1.000 0.721 5.6716e-04 0.99943000
710562258 Existing Customer 44 M 1 Graduate Married $80K - $120K Blue 33 5 4 3 19214.0 0 19214.0 0.998 3407 47 1.136 0.000 3.4315e-04 0.99966000
770764908 Existing Customer 39 M 2 Unknown Married $60K - $80K Blue 25 5 2 3 3071.0 2517 554.0 0.583 1765 36 0.565 0.820 2.1042e-04 0.99979000
814776033 Existing Customer 34 M 2 Graduate Single $80K - $120K Blue 29 3 1 3 13395.0 1678 11717.0 1.006 2650 69 0.865 0.125 9.2637e-05 0.99991000
715057383 Existing Customer 40 M 3 Graduate Married $60K - $80K Blue 31 6 3 4 17126.0 1201 15925.0 0.802 3891 79 0.881 0.070 5.3543e-04 0.99946000
717970158 Existing Customer 42 M 2 College Single $60K - $80K Blue 36 5 3 2 8083.0 0 8083.0 1.076 3942 84 0.750 0.000 1.7488e-04 0.99983000
715168008 Existing Customer 36 M 3 Graduate Divorced $40K - $60K Blue 28 4 2 3 8995.0 1547 7448.0 0.923 2398 61 0.794 0.172 1.9864e-04 0.99980000
720802833 Existing Customer 26 F 1 High School Single Less than $40K Blue 13 3 2 3 2404.0 1198 1206.0 0.501 2692 63 0.500 0.498 1.7468e-04 0.99983000
789370383 Existing Customer 42 M 1 High School Married $40K - $60K Blue 32 4 2 2 2807.0 1845 962.0 1.027 1346 26 1.000 0.657 1.0386e-04 0.99990000
711782733 Existing Customer 55 M 0 Graduate Married $40K - $60K Blue 36 3 3 2 3097.0 827 2270.0 0.511 1390 24 0.263 0.267 1.5435e-04 0.99985000
709000008 Existing Customer 45 M 3 Unknown Single $80K - $120K Blue 37 6 2 2 10651.0 672 9979.0 0.767 2073 54 0.543 0.063 1.2982e-04 0.99987000
719381733 Existing Customer 61 M 2 High School Single $60K - $80K Blue 47 5 2 3 2175.0 1404 771.0 0.633 3994 64 0.778 0.646 1.8610e-04 0.99981000
771169458 Existing Customer 41 M 4 College Married $120K + Blue 28 5 3 0 28020.0 1470 26550.0 1.226 1723 36 1.250 0.052 6.7657e-05 0.99993000
709974108 Existing Customer 35 F 1 Graduate Single Less than $40K Blue 23 4 3 3 2640.0 1051 1589.0 0.833 3116 80 0.600 0.398 2.8395e-04 0.99972000
757024233 Existing Customer 34 M 2 Graduate Single $120K + Blue 27 3 1 4 31313.0 2152 29161.0 0.679 2555 62 0.676 0.069 1.5804e-04 0.99984000
768928833 Existing Customer 37 M 2 High School Married $80K - $120K Blue 31 3 2 4 7304.0 0 7304.0 1.144 2717 63 0.703 0.000 3.1746e-04 0.99968000
720504633 Attrited Customer 46 M 2 Uneducated Unknown $60K - $80K Blue 32 6 2 3 3254.0 0 3254.0 0.733 967 24 1.182 0.000 9.9495e-01 0.00505000
812441358 Existing Customer 26 M 1 College Divorced $40K - $60K Blue 21 3 3 2 1438.3 0 1438.3 0.745 2660 89 0.712 0.000 1.6415e-04 0.99984000
713287608 Existing Customer 54 F 3 High School Married Less than $40K Blue 41 5 4 4 3161.0 1220 1941.0 0.820 2412 62 0.824 0.386 6.2901e-04 0.99937000
711357858 Attrited Customer 47 F 3 Graduate Single Less than $40K Blue 36 5 3 4 7246.0 0 7246.0 0.612 777 13 0.625 0.000 9.9814e-01 0.00186317
715478733 Existing Customer 56 F 5 Graduate Married Less than $40K Blue 36 5 4 4 3088.0 2517 571.0 0.848 2292 54 0.862 0.815 6.4375e-04 0.99936000
780382008 Existing Customer 42 F 4 Unknown Single Less than $40K Silver 32 6 3 2 13719.0 1384 12335.0 1.201 3774 63 0.658 0.101 1.8736e-04 0.99981000
715749858 Existing Customer 30 M 1 Unknown Married $40K - $60K Blue 18 5 1 3 4726.0 1380 3346.0 0.622 1723 31 0.550 0.292 9.5577e-05 0.99990000
710951808 Existing Customer 32 M 1 Unknown Married Less than $40K Blue 36 5 3 3 6100.0 1520 4580.0 0.853 1668 32 0.882 0.249 3.1211e-04 0.99969000
713469333 Existing Customer 40 M 2 High School Single $80K - $120K Blue 28 6 2 4 19279.0 1427 17852.0 0.892 1777 56 0.647 0.074 3.1746e-04 0.99968000
719243808 Existing Customer 33 F 1 Graduate Married Less than $40K Blue 20 3 2 4 3792.0 1625 2167.0 0.618 1888 39 0.625 0.429 3.0653e-04 0.99969000
772202058 Existing Customer 64 M 0 Graduate Married Less than $40K Blue 53 3 3 4 2084.0 1647 437.0 0.664 1597 37 0.542 0.790 4.4282e-04 0.99956000
711346383 Existing Customer 33 M 1 High School Single $80K - $120K Blue 28 4 3 3 34516.0 0 34516.0 0.636 2804 70 0.842 0.000 2.7604e-04 0.99972000
711405333 Existing Customer 52 M 3 Post-Graduate Married $80K - $120K Blue 43 5 2 2 6849.0 2126 4723.0 0.611 1651 43 0.344 0.310 1.3897e-04 0.99986000
778407033 Existing Customer 59 F 0 Uneducated Married Less than $40K Blue 39 6 3 4 2417.0 1932 485.0 1.044 2367 50 0.786 0.799 4.5531e-04 0.99954000
714862083 Existing Customer 41 F 4 Uneducated Single Unknown Blue 33 6 4 3 5802.0 2490 3312.0 0.849 3386 53 1.038 0.429 3.9421e-04 0.99961000
711199008 Existing Customer 38 M 2 Unknown Married $40K - $60K Blue 31 3 2 2 2919.0 2192 727.0 1.073 2399 57 0.966 0.751 1.2511e-04 0.99987000
709858533 Existing Customer 29 M 2 Graduate Divorced Less than $40K Blue 20 4 1 2 2462.0 2021 441.0 0.966 2320 57 0.676 0.821 5.5077e-05 0.99994000
718627458 Existing Customer 43 F 3 Doctorate Married Unknown Blue 38 3 4 2 1947.0 0 1947.0 0.838 2119 52 1.000 0.000 3.2639e-04 0.99967000
711816108 Attrited Customer 40 M 3 High School Single $80K - $120K Blue 29 2 2 4 18563.0 0 18563.0 0.729 2395 45 0.552 0.000 9.9697e-01 0.00302546
717105258 Existing Customer 37 F 1 Graduate Married Less than $40K Blue 36 3 3 3 3992.0 1289 2703.0 1.008 2181 32 0.600 0.323 2.8395e-04 0.99972000
715822008 Existing Customer 32 M 1 High School Married Less than $40K Blue 14 4 2 2 3568.0 2175 1393.0 1.368 1913 35 0.667 0.610 1.0386e-04 0.99990000
714971583 Existing Customer 36 M 2 Graduate Single $60K - $80K Blue 27 3 3 2 7776.0 831 6945.0 1.007 3063 87 0.891 0.107 1.7987e-04 0.99982000
713663508 Attrited Customer 58 M 0 High School Unknown $40K - $60K Blue 42 3 2 3 1438.3 0 1438.3 0.835 1088 22 1.444 0.000 9.9378e-01 0.00622000
709025583 Existing Customer 53 M 3 High School Married $80K - $120K Blue 36 3 3 3 9355.0 715 8640.0 0.422 1138 38 0.727 0.076 3.0516e-04 0.99969000
812809083 Existing Customer 37 F 3 Unknown Single Unknown Blue 32 3 4 4 19636.0 1566 18070.0 0.649 2595 58 0.611 0.080 7.1117e-04 0.99929000
714073983 Existing Customer 47 M 2 Unknown Single $40K - $60K Blue 36 6 3 3 7327.0 0 7327.0 0.857 1788 46 0.586 0.000 3.3251e-04 0.99967000
789297558 Existing Customer 36 M 1 Uneducated Single $120K + Blue 25 6 3 2 7049.0 1932 5117.0 0.804 2602 51 0.545 0.274 1.7360e-04 0.99983000
710375283 Existing Customer 26 F 0 Uneducated Single $40K - $60K Blue 18 4 3 2 2033.0 1471 562.0 0.672 2236 55 0.410 0.724 1.5871e-04 0.99984000
712189233 Existing Customer 38 F 1 Graduate Married $40K - $60K Blue 20 5 1 3 5153.0 2517 2636.0 1.488 3095 63 0.969 0.488 8.6952e-05 0.99991000
713767383 Existing Customer 32 F 0 High School Married $40K - $60K Blue 22 4 2 2 2062.0 1665 397.0 1.276 2397 41 0.640 0.807 9.4951e-05 0.99991000
797414733 Existing Customer 37 F 3 Graduate Single Less than $40K Blue 31 3 3 4 2005.0 1517 488.0 0.729 2439 61 0.848 0.757 5.3543e-04 0.99946000
712452033 Existing Customer 26 M 1 Unknown Single Less than $40K Blue 13 6 2 3 2479.0 828 1651.0 0.440 2225 44 0.294 0.334 1.9751e-04 0.99980000
714151533 Existing Customer 55 F 1 Graduate Married $40K - $60K Blue 46 5 4 4 4589.0 1622 2967.0 0.425 1569 33 0.269 0.353 5.8531e-04 0.99941000
720440583 Existing Customer 35 M 2 Unknown Married $80K - $120K Blue 36 6 2 2 2263.0 1188 1075.0 0.840 1927 47 0.382 0.525 1.2511e-04 0.99987000
787494783 Existing Customer 58 M 3 High School Married $60K - $80K Blue 46 5 3 2 8184.0 1205 6979.0 0.965 2140 49 0.690 0.147 1.8145e-04 0.99982000
819966033 Existing Customer 32 M 0 Graduate Single Unknown Blue 27 6 3 3 9238.0 0 9238.0 0.809 2522 68 0.478 0.000 2.5960e-04 0.99974000
710297133 Existing Customer 47 M 3 High School Married $80K - $120K Blue 36 6 3 3 30210.0 1194 29016.0 0.948 3503 65 0.667 0.040 3.0516e-04 0.99969000
793355508 Existing Customer 32 M 0 Graduate Single Less than $40K Blue 26 6 3 3 6942.0 0 6942.0 0.544 2657 71 0.690 0.000 2.5960e-04 0.99974000
708580908 Existing Customer 56 M 3 High School Married $60K - $80K Blue 37 3 3 3 14551.0 2517 12034.0 0.920 1373 35 0.591 0.173 3.0516e-04 0.99969000
719826333 Existing Customer 34 F 2 Doctorate Single Less than $40K Blue 13 5 1 2 1438.3 0 1438.3 0.946 2557 67 0.763 0.000 7.9702e-05 0.99992000
780689733 Existing Customer 65 M 0 Unknown Single Unknown Blue 56 3 2 2 11332.0 633 10699.0 1.514 2758 56 1.240 0.056 1.0736e-04 0.99989000
744764433 Existing Customer 55 M 2 Uneducated Married $120K + Blue 48 5 2 3 30967.0 817 30150.0 0.378 1473 35 0.522 0.026 1.9683e-04 0.99980000
714902283 Existing Customer 43 M 0 High School Married $80K - $120K Blue 36 5 3 3 7866.0 0 7866.0 0.747 2843 53 0.828 0.000 2.5237e-04 0.99975000
789309558 Existing Customer 31 M 2 College Married Less than $40K Blue 21 6 2 4 2718.0 1920 798.0 1.604 2570 49 1.042 0.706 3.1749e-04 0.99968000
713188383 Existing Customer 54 F 1 College Married Less than $40K Blue 36 4 2 4 3084.0 2517 567.0 0.651 1446 22 0.833 0.816 2.9801e-04 0.99970000
719506983 Existing Customer 52 M 3 Graduate Married $80K - $120K Blue 42 5 2 4 17302.0 1339 15963.0 0.631 1181 30 1.000 0.077 3.3886e-04 0.99966000
714804483 Existing Customer 48 M 3 College Divorced $40K - $60K Blue 36 3 3 3 12159.0 1665 10494.0 0.608 1426 34 0.545 0.137 3.0519e-04 0.99969000
748503708 Existing Customer 54 F 1 High School Single Less than $40K Blue 47 6 4 3 2797.0 1627 1170.0 0.413 1566 36 0.714 0.582 3.3359e-04 0.99967000
803587533 Existing Customer 33 M 1 Uneducated Single $60K - $80K Blue 28 6 3 4 2618.0 1812 806.0 0.706 3319 86 0.911 0.692 4.9800e-04 0.99950000
789777408 Attrited Customer 26 F 0 Post-Graduate Single Less than $40K Blue 15 3 2 3 1442.0 1428 14.0 0.496 1134 26 0.238 0.990 9.9485e-01 0.00515000
716811483 Existing Customer 30 F 2 Uneducated Married Less than $40K Blue 24 4 2 1 2063.0 0 2063.0 0.553 1859 43 0.536 0.000 7.0576e-05 0.99993000
714118383 Existing Customer 49 F 5 Graduate Married Less than $40K Blue 43 4 2 3 8154.0 0 8154.0 0.964 2223 72 0.946 0.000 1.9764e-04 0.99980000
720532908 Existing Customer 36 F 2 Unknown Divorced $40K - $60K Blue 20 4 3 2 9735.0 1245 8490.0 1.079 2967 80 0.739 0.128 1.9771e-04 0.99980000
765055833 Existing Customer 56 M 4 Unknown Married $80K - $120K Blue 49 3 4 2 4310.0 2229 2081.0 0.643 1645 33 0.941 0.517 2.5058e-04 0.99975000
715310208 Existing Customer 53 M 3 Uneducated Married $80K - $120K Blue 36 3 3 1 11450.0 2129 9321.0 0.956 2197 45 0.957 0.186 1.1574e-04 0.99988000
718577958 Attrited Customer 39 M 2 Uneducated Married $120K + Blue 26 2 3 4 8906.0 0 8906.0 0.315 809 15 0.250 0.000 9.9812e-01 0.00188031
789167658 Existing Customer 34 M 3 College Married $60K - $80K Blue 23 5 3 2 4245.0 1815 2430.0 0.846 1534 34 0.545 0.428 1.8146e-04 0.99982000
789987183 Existing Customer 53 M 2 College Married $80K - $120K Blue 45 4 4 4 21953.0 1311 20642.0 0.443 1413 37 0.370 0.060 6.0624e-04 0.99939000
717730533 Existing Customer 32 M 0 Graduate Single $40K - $60K Blue 21 6 1 3 1614.0 925 689.0 0.598 2659 63 0.750 0.573 7.9494e-05 0.99992000
708668283 Existing Customer 39 M 2 Graduate Married $80K - $120K Blue 22 5 4 2 5140.0 2517 2623.0 0.876 1842 36 0.714 0.490 2.1738e-04 0.99978000
772360683 Existing Customer 57 M 1 High School Married $120K + Blue 46 3 3 4 31762.0 2517 29245.0 0.735 1515 36 0.714 0.079 4.7086e-04 0.99953000
712500933 Existing Customer 48 F 4 Graduate Single Unknown Blue 40 4 4 4 11692.0 648 11044.0 1.265 2997 56 0.867 0.055 6.5394e-04 0.99935000
804867183 Existing Customer 37 M 3 Unknown Married $60K - $80K Blue 30 6 2 4 16043.0 0 16043.0 1.509 2599 47 1.136 0.000 3.7246e-04 0.99963000
826068183 Existing Customer 36 M 1 Graduate Married $80K - $120K Blue 32 4 4 3 15488.0 1463 14025.0 1.280 2916 50 0.724 0.094 3.4315e-04 0.99966000
820044333 Existing Customer 39 M 3 College Divorced $40K - $60K Blue 34 3 3 2 2503.0 2185 318.0 0.500 4157 58 0.758 0.873 1.8146e-04 0.99982000
714211533 Existing Customer 31 M 0 Graduate Divorced Less than $40K Blue 36 4 3 2 3312.0 2491 821.0 0.620 2670 50 0.667 0.752 1.5435e-04 0.99985000
710287533 Existing Customer 31 M 2 Graduate Single $40K - $60K Blue 36 3 2 4 6269.0 1169 5100.0 0.743 2221 57 0.727 0.186 3.2656e-04 0.99967000
720603558 Existing Customer 36 M 4 Graduate Single $60K - $80K Blue 36 3 2 1 20337.0 1605 18732.0 0.805 2460 74 1.312 0.079 7.1987e-05 0.99993000
819258408 Existing Customer 47 F 5 Graduate Single Less than $40K Blue 42 4 2 4 2224.0 1106 1118.0 0.501 1698 41 0.367 0.497 3.3714e-04 0.99966000
717664008 Attrited Customer 37 M 3 College Married $60K - $80K Blue 19 2 3 4 3100.0 2517 583.0 0.350 694 12 0.200 0.812 9.9808e-01 0.00191630
717437058 Existing Customer 38 M 2 Unknown Divorced $60K - $80K Silver 26 4 2 0 26437.0 681 25756.0 1.021 2167 57 0.727 0.026 4.1700e-05 0.99996000
717327783 Existing Customer 39 M 2 Graduate Married $80K - $120K Blue 27 4 2 2 9959.0 1476 8483.0 0.952 2760 44 1.000 0.148 1.1382e-04 0.99989000
712887633 Existing Customer 39 M 1 Unknown Single $80K - $120K Blue 36 5 3 3 25008.0 876 24132.0 0.859 1753 43 1.048 0.035 3.1211e-04 0.99969000
716129208 Existing Customer 37 M 3 Graduate Married $40K - $60K Blue 36 3 3 3 2031.0 0 2031.0 0.752 1678 36 0.800 0.000 3.1390e-04 0.99969000
718037433 Existing Customer 58 M 1 Graduate Married $80K - $120K Blue 49 6 4 2 1654.0 1253 401.0 0.508 1887 60 0.538 0.758 2.0404e-04 0.99980000
709839858 Existing Customer 58 F 2 Graduate Married Less than $40K Blue 39 3 4 3 4608.0 1077 3531.0 0.694 1535 31 0.632 0.234 3.6558e-04 0.99963000
719686458 Existing Customer 37 M 3 Graduate Married $40K - $60K Blue 36 6 4 1 3908.0 1629 2279.0 0.775 1903 30 0.500 0.417 1.3603e-04 0.99986000
721434483 Existing Customer 54 M 3 Graduate Married $80K - $120K Blue 46 4 3 2 2798.0 1256 1542.0 1.132 2631 55 0.774 0.449 1.8665e-04 0.99981000
716096358 Existing Customer 45 F 3 Uneducated Single Less than $40K Blue 39 5 4 1 2551.0 2253 298.0 0.688 3753 63 0.909 0.883 1.3987e-04 0.99986000
718244958 Existing Customer 36 F 2 Graduate Married Unknown Blue 26 5 2 2 8621.0 1251 7370.0 0.696 1989 37 0.480 0.145 1.1382e-04 0.99989000
711315783 Existing Customer 53 M 3 Graduate Married $40K - $60K Blue 43 6 4 2 7451.0 683 6768.0 0.924 2165 49 0.960 0.092 2.2556e-04 0.99977000
821296083 Existing Customer 34 F 1 College Married Less than $40K Blue 30 3 3 3 2617.0 1010 1607.0 0.659 2003 47 0.679 0.386 2.7607e-04 0.99972000
711562833 Attrited Customer 35 M 4 Graduate Married $80K - $120K Blue 24 6 3 4 12634.0 0 12634.0 0.323 717 18 0.286 0.000 9.9816e-01 0.00184351
716447733 Existing Customer 32 M 3 Graduate Married $40K - $60K Blue 18 5 3 3 6407.0 963 5444.0 1.052 1921 43 0.720 0.150 3.1390e-04 0.99969000
719591283 Existing Customer 38 M 2 Uneducated Married Less than $40K Blue 27 6 2 4 1438.3 0 1438.3 0.945 2412 58 0.657 0.000 3.3577e-04 0.99966000
789911808 Existing Customer 37 M 3 Uneducated Married $80K - $120K Blue 28 6 2 2 2672.0 1259 1413.0 1.375 2487 52 0.625 0.471 1.2144e-04 0.99988000
713195808 Existing Customer 37 F 3 High School Married Unknown Blue 36 6 3 4 11948.0 1281 10667.0 1.159 2792 51 0.889 0.107 5.2052e-04 0.99948000
717866133 Existing Customer 47 F 2 Graduate Single Less than $40K Blue 36 3 3 3 2677.0 1390 1287.0 0.732 2170 63 0.465 0.519 3.0251e-04 0.99970000
716670783 Existing Customer 52 F 3 Doctorate Single Unknown Blue 36 3 2 1 24703.0 1085 23618.0 0.998 4776 63 0.575 0.044 1.0307e-04 0.99990000
789197508 Existing Customer 54 M 3 High School Married $60K - $80K Blue 43 6 3 4 2240.0 1580 660.0 0.745 1518 36 0.800 0.705 5.2052e-04 0.99948000
713108433 Existing Customer 53 M 3 College Married $80K - $120K Blue 40 4 4 4 6052.0 1720 4332.0 0.683 1476 37 0.423 0.284 6.2907e-04 0.99937000
711403383 Existing Customer 33 F 3 College Single Less than $40K Blue 23 6 4 1 2562.0 1968 594.0 0.546 2256 70 0.591 0.768 1.3226e-04 0.99987000
768212583 Existing Customer 49 M 2 Graduate Married $60K - $80K Blue 43 4 4 4 15377.0 1516 13861.0 0.627 1848 49 1.042 0.099 6.2355e-04 0.99938000
720181758 Attrited Customer 37 M 0 Doctorate Married $120K + Blue 22 3 3 4 8654.0 0 8654.0 0.446 850 18 0.385 0.000 9.9844e-01 0.00155735
710632683 Existing Customer 31 M 1 Uneducated Married $40K - $60K Blue 24 5 2 3 1438.3 0 1438.3 0.665 2308 49 0.400 0.000 1.8475e-04 0.99982000
711836733 Existing Customer 43 M 3 Graduate Single $120K + Blue 31 3 3 3 1438.3 0 1438.3 0.663 1867 45 0.875 0.000 3.1390e-04 0.99969000
771183933 Existing Customer 39 M 1 Uneducated Married $80K - $120K Blue 26 6 2 3 16040.0 1220 14820.0 0.862 1923 49 0.400 0.076 1.8475e-04 0.99982000
711327558 Existing Customer 38 M 2 High School Married $40K - $60K Blue 36 3 3 1 2801.0 1980 821.0 0.882 1600 45 0.406 0.707 1.0545e-04 0.99989000
788971308 Existing Customer 62 F 1 Uneducated Married Less than $40K Blue 49 5 4 2 2658.0 1158 1500.0 0.476 1809 41 0.464 0.436 2.0979e-04 0.99979000
718950483 Existing Customer 58 F 1 Unknown Married $40K - $60K Blue 48 3 3 2 12423.0 1910 10513.0 0.405 1208 38 0.357 0.154 1.8558e-04 0.99981000
714278958 Existing Customer 39 F 2 High School Married Unknown Blue 27 6 1 3 9347.0 1988 7359.0 1.173 2201 46 1.091 0.213 9.0056e-05 0.99991000
711817158 Existing Customer 30 M 2 College Divorced $40K - $60K Blue 22 3 3 4 3143.0 1075 2068.0 0.643 2510 57 0.629 0.342 5.0168e-04 0.99950000
765824058 Existing Customer 46 M 4 Doctorate Married $80K - $120K Blue 39 3 3 1 5106.0 1539 3567.0 0.907 3784 74 0.609 0.301 1.6463e-04 0.99984000
710109633 Existing Customer 39 M 2 College Married $60K - $80K Blue 31 6 3 2 9871.0 1061 8810.0 0.545 1683 34 0.478 0.107 1.7488e-04 0.99983000
713643858 Existing Customer 53 F 1 College Married $40K - $60K Blue 43 4 4 2 1525.0 1411 114.0 0.660 1911 47 0.958 0.925 1.9837e-04 0.99980000
716399583 Existing Customer 34 M 1 Uneducated Married $120K + Blue 36 6 2 1 19630.0 1251 18379.0 1.399 2286 39 0.696 0.064 6.6245e-05 0.99993000
714516783 Existing Customer 54 F 0 Graduate Divorced Less than $40K Silver 36 4 3 1 12547.0 1378 11169.0 1.120 3360 56 0.750 0.110 8.4110e-05 0.99992000
710490708 Existing Customer 54 M 3 High School Single $80K - $120K Blue 36 4 1 3 17686.0 0 17686.0 0.733 2047 46 0.533 0.000 9.3448e-05 0.99991000
780662133 Existing Customer 39 M 2 Uneducated Married $60K - $80K Blue 28 6 3 5 3257.0 2517 740.0 0.539 1534 35 0.591 0.773 9.1777e-04 0.99908000
715389708 Existing Customer 36 F 3 Graduate Married Less than $40K Blue 28 4 3 2 4824.0 2517 2307.0 0.838 1516 32 0.391 0.522 1.8665e-04 0.99981000
789607983 Existing Customer 38 M 3 High School Married $40K - $60K Blue 32 6 6 2 8603.0 1046 7557.0 0.826 1758 40 0.739 0.122 1.4324e-04 0.99986000
720171033 Existing Customer 45 M 4 Unknown Married $60K - $80K Blue 36 6 1 1 11498.0 1577 9921.0 0.756 4014 70 0.489 0.137 3.8289e-05 0.99996000
815104608 Existing Customer 28 F 0 Graduate Divorced Less than $40K Blue 23 5 1 3 3818.0 584 3234.0 0.700 2947 87 0.706 0.153 7.9494e-05 0.99992000
719660658 Existing Customer 37 F 1 High School Single Unknown Blue 36 6 2 2 16594.0 1931 14663.0 0.702 2134 47 0.808 0.116 1.0386e-04 0.99990000
714159858 Existing Customer 57 M 0 Graduate Married $40K - $60K Blue 48 4 2 2 5387.0 2047 3340.0 0.579 1546 36 0.500 0.380 9.7673e-05 0.99990000
714225333 Existing Customer 48 F 4 Graduate Married Less than $40K Blue 36 5 1 1 2930.0 773 2157.0 0.661 1545 21 0.909 0.264 3.4833e-05 0.99997000
712204308 Existing Customer 33 M 0 Unknown Single $40K - $60K Blue 36 6 1 1 10023.0 504 9519.0 0.942 2878 65 0.625 0.050 3.1329e-05 0.99997000
718468158 Existing Customer 38 M 1 Uneducated Married $60K - $80K Blue 25 6 2 3 9303.0 1599 7704.0 1.408 2261 37 0.542 0.172 1.8475e-04 0.99982000
711575058 Existing Customer 36 M 3 Unknown Married $60K - $80K Blue 36 4 2 2 2956.0 2411 545.0 0.971 1896 31 0.824 0.816 1.2982e-04 0.99987000
735417408 Existing Customer 37 M 2 High School Married $60K - $80K Blue 30 4 1 2 2218.0 1266 952.0 0.709 1941 58 0.568 0.571 5.3542e-05 0.99995000
717171408 Existing Customer 36 M 1 Unknown Married $80K - $120K Blue 26 6 2 1 9959.0 0 9959.0 0.570 2021 41 0.783 0.000 7.0819e-05 0.99993000
814312308 Existing Customer 54 F 3 Uneducated Married $40K - $60K Blue 49 5 3 2 5335.0 1373 3962.0 0.558 1435 29 0.611 0.257 1.9191e-04 0.99981000
711786108 Existing Customer 52 M 1 Graduate Married $60K - $80K Blue 43 3 3 2 7187.0 2014 5173.0 0.649 1159 26 0.733 0.280 1.6883e-04 0.99983000
712905708 Existing Customer 53 F 1 Graduate Married Less than $40K Blue 39 5 2 4 2590.0 1564 1026.0 0.386 1188 40 0.600 0.604 3.0653e-04 0.99969000
720050208 Existing Customer 27 F 1 High School Single Less than $40K Blue 19 4 1 3 4255.0 1748 2507.0 0.516 2236 57 0.541 0.411 8.4530e-05 0.99992000
793952133 Existing Customer 32 F 0 High School Married Less than $40K Blue 26 6 2 3 2778.0 2312 466.0 0.727 1680 33 1.062 0.832 1.5970e-04 0.99984000
798140283 Existing Customer 57 M 4 Graduate Married $120K + Blue 51 4 3 1 10711.0 1970 8741.0 0.710 1180 29 1.417 0.184 1.1377e-04 0.99989000
720427683 Attrited Customer 58 M 2 Uneducated Single $120K + Blue 46 2 3 4 16163.0 0 16163.0 0.542 2171 48 0.778 0.000 9.9812e-01 0.00188031
789970233 Existing Customer 54 F 2 High School Married Less than $40K Blue 45 6 1 1 2513.0 1126 1387.0 0.324 1454 30 0.250 0.448 3.2288e-05 0.99997000
713893308 Existing Customer 45 M 3 Graduate Divorced $60K - $80K Blue 37 4 1 1 3291.0 1607 1684.0 1.260 1984 38 0.652 0.488 3.4465e-05 0.99997000
718843608 Existing Customer 36 F 2 Post-Graduate Divorced Less than $40K Blue 25 5 2 4 8917.0 1091 7826.0 1.152 3327 80 0.860 0.122 3.8424e-04 0.99962000
752085108 Existing Customer 39 F 2 Graduate Married $40K - $60K Blue 29 3 5 2 4955.0 1157 3798.0 0.896 1824 38 0.727 0.234 2.0090e-04 0.99980000
789435783 Existing Customer 39 F 1 Graduate Married $40K - $60K Blue 30 6 1 2 2909.0 1274 1635.0 0.593 1532 26 0.300 0.438 5.1697e-05 0.99995000
711032058 Existing Customer 34 M 3 High School Single $80K - $120K Silver 21 6 4 3 34516.0 2517 31999.0 0.791 2901 75 0.923 0.073 3.3322e-04 0.99967000
784719708 Existing Customer 54 F 2 Uneducated Married $40K - $60K Blue 43 5 1 1 1438.3 0 1438.3 0.531 1707 41 0.783 0.000 3.4150e-05 0.99997000
804663258 Existing Customer 54 M 2 High School Married $80K - $120K Blue 49 3 1 4 14015.0 2065 11950.0 0.704 1903 49 0.633 0.147 1.5363e-04 0.99985000
716900433 Existing Customer 36 M 2 Graduate Married $60K - $80K Blue 28 6 2 2 2540.0 1402 1138.0 1.127 2384 61 0.794 0.552 1.1382e-04 0.99989000
720909408 Existing Customer 37 M 2 High School Divorced $120K + Blue 24 4 2 2 3497.0 1665 1832.0 0.627 2337 61 0.564 0.476 1.1065e-04 0.99989000
712187808 Existing Customer 27 M 0 Uneducated Married $40K - $60K Blue 15 4 3 4 3682.0 0 3682.0 0.685 1826 35 0.750 0.000 4.5531e-04 0.99954000
718428033 Existing Customer 55 F 4 Graduate Single Less than $40K Blue 41 6 2 1 4430.0 1543 2887.0 0.752 3395 70 0.628 0.348 7.1987e-05 0.99993000
714892533 Existing Customer 26 M 0 Unknown Single Unknown Blue 16 5 3 2 3877.0 0 3877.0 0.773 2473 33 0.833 0.000 1.6966e-04 0.99983000
714985458 Existing Customer 56 M 1 Graduate Married $60K - $80K Blue 36 3 2 3 15124.0 1974 13150.0 0.826 1850 44 0.571 0.131 1.7969e-04 0.99982000
716647983 Existing Customer 58 F 2 Graduate Married Less than $40K Blue 53 5 3 1 7712.0 962 6750.0 0.418 1574 34 0.062 0.125 1.0848e-04 0.99989000
712340733 Existing Customer 42 F 2 Graduate Unknown Unknown Blue 34 5 2 2 19373.0 1142 18231.0 0.655 1792 48 0.455 0.059 1.1382e-04 0.99989000
719293533 Existing Customer 30 M 1 College Single Unknown Blue 13 3 3 3 21590.0 2517 19073.0 0.813 2567 70 0.795 0.117 2.7607e-04 0.99972000
715257708 Existing Customer 38 M 1 High School Married $60K - $80K Blue 32 4 2 1 3657.0 1687 1970.0 1.357 2758 55 0.833 0.461 6.2633e-05 0.99994000
708331758 Existing Customer 47 F 2 Uneducated Divorced Unknown Silver 35 3 1 4 32444.0 1843 30601.0 1.127 3725 60 0.622 0.057 1.4682e-04 0.99985000
709501683 Existing Customer 33 F 1 Graduate Single $40K - $60K Blue 24 5 1 2 5830.0 1665 4165.0 0.684 2263 60 0.714 0.286 5.1697e-05 0.99995000
711692508 Attrited Customer 54 F 2 Post-Graduate Married Less than $40K Blue 47 3 4 3 1438.3 0 1438.3 1.053 1154 22 0.375 0.000 9.9768e-01 0.00231842
715612983 Existing Customer 65 F 1 Graduate Single Unknown Blue 55 5 2 4 6463.0 1660 4803.0 0.995 2336 49 1.722 0.257 3.0653e-04 0.99969000
709674333 Existing Customer 33 M 2 High School Single $60K - $80K Blue 23 4 2 1 2400.0 0 2400.0 1.064 2677 70 0.892 0.000 6.6728e-05 0.99993000
805522758 Existing Customer 44 F 1 Doctorate Divorced Less than $40K Blue 39 5 2 4 2311.0 1830 481.0 1.289 1701 33 1.357 0.792 4.4353e-04 0.99956000
781013958 Existing Customer 57 F 3 Unknown Married $40K - $60K Blue 48 4 2 2 3585.0 1244 2341.0 0.507 1344 37 0.850 0.347 1.2982e-04 0.99987000
717495258 Existing Customer 34 M 3 Uneducated Married $80K - $120K Blue 25 6 3 2 9131.0 916 8215.0 0.863 1893 36 0.565 0.100 1.9191e-04 0.99981000
795052083 Existing Customer 63 F 0 Uneducated Single $40K - $60K Blue 56 3 6 4 1438.3 0 1438.3 0.864 3630 71 0.578 0.000 3.5944e-04 0.99964000
773389908 Existing Customer 37 F 3 High School Single Less than $40K Blue 31 5 1 3 1438.3 0 1438.3 0.790 2075 66 0.692 0.000 9.3448e-05 0.99991000
719320833 Existing Customer 39 M 2 Post-Graduate Married $60K - $80K Blue 36 6 3 2 5471.0 2056 3415.0 0.465 1992 46 0.704 0.376 2.1165e-04 0.99979000
816843933 Existing Customer 39 M 2 High School Married $80K - $120K Blue 34 6 3 3 8823.0 1541 7282.0 1.060 1961 32 1.000 0.175 2.9408e-04 0.99971000
789196158 Existing Customer 55 M 1 Graduate Married $60K - $80K Blue 44 6 2 4 2173.0 1520 653.0 0.652 1485 26 0.529 0.699 3.0653e-04 0.99969000
717930483 Attrited Customer 37 M 2 Graduate Single $120K + Blue 25 3 3 0 5616.0 0 5616.0 0.995 1564 31 0.476 0.000 9.8515e-01 0.01485000
773442258 Existing Customer 57 M 1 Doctorate Married $80K - $120K Blue 51 5 2 2 8571.0 1616 6955.0 0.600 1397 28 0.647 0.189 1.5460e-04 0.99985000
719872833 Existing Customer 45 F 2 Graduate Divorced Less than $40K Blue 36 6 6 3 2803.0 0 2803.0 0.565 3347 71 0.732 0.000 2.3881e-04 0.99976000
721491258 Existing Customer 53 M 4 Graduate Married $80K - $120K Blue 36 3 2 2 3924.0 2517 1407.0 0.511 1417 30 0.667 0.641 1.1937e-04 0.99988000
770575233 Existing Customer 37 M 2 Graduate Single $60K - $80K Blue 23 6 1 2 5663.0 1149 4514.0 0.767 2553 61 0.794 0.203 5.5077e-05 0.99994000
715800708 Existing Customer 60 F 0 Uneducated Married Less than $40K Blue 49 3 1 2 3955.0 2000 1955.0 0.425 1560 43 0.483 0.506 4.8595e-05 0.99995000
719996958 Existing Customer 29 F 0 Uneducated Single Less than $40K Blue 23 5 3 4 7997.0 0 7997.0 0.935 2208 56 0.806 0.000 4.5531e-04 0.99954000
719889408 Existing Customer 56 F 4 Uneducated Married Less than $40K Blue 36 4 1 5 3652.0 1351 2301.0 0.836 1561 39 0.625 0.370 2.9487e-04 0.99971000
708811233 Existing Customer 37 M 2 Graduate Married $80K - $120K Blue 27 4 2 1 12702.0 2008 10694.0 0.510 1992 40 0.667 0.158 6.8640e-05 0.99993000
794627208 Existing Customer 43 M 1 High School Married $60K - $80K Blue 23 4 3 2 7189.0 1550 5639.0 0.538 1935 52 0.368 0.216 1.6413e-04 0.99984000
719020983 Existing Customer 58 M 1 Graduate Married $80K - $120K Blue 42 4 3 1 12421.0 2517 9904.0 0.730 1913 49 0.690 0.203 1.0182e-04 0.99990000
719131533 Existing Customer 29 F 0 Post-Graduate Divorced Less than $40K Blue 17 3 2 4 2585.0 2008 577.0 1.266 3519 73 0.622 0.777 3.2974e-04 0.99967000
710449983 Existing Customer 38 M 2 High School Married $120K + Blue 29 4 1 2 2818.0 1656 1162.0 1.404 2916 45 0.957 0.588 5.3542e-05 0.99995000
715651833 Attrited Customer 65 M 1 Unknown Single Less than $40K Blue 36 3 4 4 2351.0 0 2351.0 0.881 1593 35 0.591 0.000 9.9845e-01 0.00155100
720714933 Existing Customer 62 F 1 Graduate Married Less than $40K Blue 49 4 2 2 3143.0 2517 626.0 0.625 1323 25 0.923 0.801 1.0684e-04 0.99989000
789170283 Existing Customer 53 M 1 Graduate Unknown $80K - $120K Blue 42 5 5 4 6514.0 978 5536.0 0.843 3084 63 0.658 0.150 5.4096e-04 0.99946000
810201783 Existing Customer 26 F 0 Graduate Single $40K - $60K Blue 17 5 3 3 3119.0 1328 1791.0 0.722 2740 62 0.512 0.426 2.5960e-04 0.99974000
715517733 Attrited Customer 46 F 3 High School Single Less than $40K Silver 39 1 0 4 13092.0 1962 11130.0 0.686 936 25 0.250 0.150 9.8159e-01 0.01841000
709042908 Existing Customer 51 F 1 College Married $40K - $60K Blue 44 4 2 1 1438.3 0 1438.3 0.803 2207 68 0.511 0.000 6.2639e-05 0.99994000
715023333 Existing Customer 39 M 2 Uneducated Married Less than $40K Blue 34 4 2 4 3702.0 1118 2584.0 1.040 2585 64 0.778 0.302 3.3577e-04 0.99966000
720801033 Existing Customer 51 F 1 High School Married Unknown Blue 36 3 2 3 9095.0 2517 6578.0 0.370 1347 27 0.421 0.277 1.7468e-04 0.99983000
714345783 Existing Customer 59 M 2 High School Married $40K - $60K Blue 50 6 3 2 2701.0 1572 1129.0 0.475 1469 36 0.500 0.582 1.7486e-04 0.99983000
779209083 Existing Customer 56 M 3 Unknown Married $40K - $60K Blue 45 6 2 4 1813.0 1387 426.0 0.406 1468 32 0.231 0.765 3.7246e-04 0.99963000
713972658 Existing Customer 56 F 2 Graduate Married Unknown Blue 36 3 3 2 5335.0 996 4339.0 0.469 1454 43 0.433 0.187 1.7987e-04 0.99982000
710782458 Existing Customer 31 M 1 Graduate Married $40K - $60K Blue 20 6 2 5 2469.0 1695 774.0 0.842 1615 36 0.333 0.687 5.3033e-04 0.99947000
711142308 Existing Customer 37 M 0 High School Divorced $40K - $60K Blue 36 3 1 5 3091.0 0 3091.0 0.665 2572 65 0.548 0.000 2.2813e-04 0.99977000
824789283 Existing Customer 36 M 2 High School Single $40K - $60K Blue 32 3 5 2 2683.0 1533 1150.0 0.821 2373 73 0.659 0.571 1.9530e-04 0.99980000
715187733 Existing Customer 26 F 1 Unknown Single Unknown Blue 15 3 4 3 5464.0 0 5464.0 0.700 2473 46 0.484 0.000 3.7718e-04 0.99962000
721014858 Existing Customer 61 F 0 Graduate Married Less than $40K Blue 53 4 1 2 2942.0 2022 920.0 0.537 1479 28 0.217 0.687 4.7263e-05 0.99995000
710363433 Existing Customer 26 M 0 High School Single Less than $40K Blue 36 6 3 3 2735.0 1348 1387.0 0.805 2441 58 0.450 0.493 2.5237e-04 0.99975000
715479483 Existing Customer 35 M 2 College Married $80K - $120K Blue 36 5 2 4 15279.0 1496 13783.0 0.997 2079 57 0.425 0.098 3.1749e-04 0.99968000
708243483 Existing Customer 53 M 3 College Married $120K + Blue 43 4 2 5 14938.0 1155 13783.0 0.995 2248 51 0.645 0.077 5.6998e-04 0.99943000
714770808 Existing Customer 59 M 2 High School Married Less than $40K Blue 42 3 3 5 4328.0 670 3658.0 0.396 1580 54 0.543 0.155 8.6777e-04 0.99913000
720626058 Existing Customer 37 M 1 Graduate Single $80K - $120K Blue 24 4 4 4 34516.0 934 33582.0 0.681 1768 52 0.576 0.027 5.8531e-04 0.99941000
709185108 Existing Customer 38 M 3 High School Married $60K - $80K Blue 26 5 4 2 5824.0 1542 4282.0 0.827 1801 44 0.571 0.265 2.1928e-04 0.99978000
719596908 Existing Customer 56 F 5 Doctorate Married Unknown Blue 48 4 2 2 11281.0 2118 9163.0 0.534 1255 30 0.304 0.188 1.7004e-04 0.99983000
719273733 Existing Customer 37 M 2 Uneducated Married $60K - $80K Blue 36 5 3 5 7959.0 998 6961.0 0.773 1855 29 0.318 0.125 9.1777e-04 0.99908000
717348258 Existing Customer 33 M 1 Graduate Married $120K + Blue 21 4 1 3 4459.0 1899 2560.0 1.349 2502 48 1.000 0.426 8.6952e-05 0.99991000
770882508 Existing Customer 38 M 2 College Married $80K - $120K Blue 24 4 1 5 17162.0 773 16389.0 1.238 2457 54 1.000 0.045 2.6586e-04 0.99973000
799026633 Existing Customer 56 M 1 Uneducated Married $120K + Blue 50 4 3 5 16254.0 1518 14736.0 1.256 2502 55 0.571 0.093 8.6149e-04 0.99914000
718777008 Existing Customer 59 M 0 High School Married $80K - $120K Blue 47 5 1 2 3278.0 1306 1972.0 0.399 1374 32 0.391 0.398 4.5946e-05 0.99995000
713352183 Existing Customer 30 M 1 Post-Graduate Married Less than $40K Blue 17 5 1 2 7173.0 1227 5946.0 0.646 1793 33 0.737 0.171 6.0830e-05 0.99994000
716128083 Existing Customer 56 M 2 High School Married $40K - $60K Blue 36 5 2 3 3295.0 2002 1293.0 0.599 1191 34 0.545 0.608 1.8610e-04 0.99981000
721288158 Existing Customer 33 M 2 Unknown Single $120K + Blue 15 4 2 2 25033.0 2300 22733.0 0.716 2529 71 0.578 0.092 1.2511e-04 0.99987000
757881258 Existing Customer 31 M 0 Graduate Divorced $60K - $80K Blue 24 6 2 2 4232.0 2092 2140.0 0.604 2565 69 0.865 0.494 9.7673e-05 0.99990000
715843533 Existing Customer 26 M 1 College Single $40K - $60K Blue 36 3 4 3 2703.0 1256 1447.0 0.949 2111 29 0.706 0.465 3.3362e-04 0.99967000
717234183 Existing Customer 29 M 1 Graduate Married Less than $40K Blue 18 4 1 4 2710.0 629 2081.0 0.771 1718 37 0.762 0.232 1.4834e-04 0.99985000
717260058 Existing Customer 53 F 2 Uneducated Married Less than $40K Blue 42 6 1 5 2322.0 1284 1038.0 0.673 1573 27 0.929 0.553 2.8116e-04 0.99972000
709710783 Existing Customer 35 F 0 High School Single Less than $40K Blue 36 4 3 4 5931.0 0 5931.0 0.668 2730 71 0.614 0.000 4.3049e-04 0.99957000
787284858 Existing Customer 35 M 2 Uneducated Unknown $120K + Blue 29 5 1 2 3300.0 1731 1569.0 0.689 1745 27 0.929 0.525 5.6630e-05 0.99994000
815845758 Existing Customer 56 F 4 High School Married Less than $40K Blue 51 4 2 3 1438.3 0 1438.3 0.472 1354 24 0.714 0.000 1.9517e-04 0.99980000
720639783 Existing Customer 35 F 1 Uneducated Single Unknown Silver 27 4 3 2 34516.0 0 34516.0 0.682 2562 62 0.722 0.000 1.5686e-04 0.99984000
713331408 Existing Customer 35 M 3 Uneducated Married $40K - $60K Blue 36 6 2 5 8682.0 1647 7035.0 0.971 1792 36 0.800 0.190 6.0278e-04 0.99940000
778693458 Attrited Customer 32 M 1 High School Divorced $60K - $80K Blue 13 3 3 3 12616.0 0 12616.0 1.054 1376 29 0.611 0.000 9.9639e-01 0.00360858
788610258 Existing Customer 49 M 4 College Unknown Less than $40K Blue 43 5 2 4 9652.0 2517 7135.0 0.889 3762 73 0.587 0.261 3.3297e-04 0.99967000
711173883 Existing Customer 36 M 4 Graduate Divorced $120K + Blue 29 3 2 2 1651.0 770 881.0 0.736 2516 54 0.385 0.466 1.1937e-04 0.99988000
717628608 Existing Customer 37 M 3 Unknown Married $60K - $80K Blue 29 5 1 5 2576.0 1640 936.0 1.128 2568 34 0.889 0.637 3.1189e-04 0.99969000
789261558 Existing Customer 58 M 1 High School Married $60K - $80K Blue 47 3 1 4 2212.0 1392 820.0 0.573 1387 34 0.700 0.629 1.4421e-04 0.99986000
770647233 Existing Customer 35 F 2 High School Married Less than $40K Blue 21 5 6 3 2157.0 1188 969.0 0.847 2111 59 0.639 0.551 2.3216e-04 0.99977000
712826208 Existing Customer 39 F 2 Graduate Married $40K - $60K Blue 26 5 1 2 2575.0 1424 1151.0 0.543 1487 33 0.737 0.553 5.5077e-05 0.99994000
718181433 Existing Customer 65 F 0 Uneducated Single Less than $40K Blue 56 6 1 2 8705.0 1453 7252.0 1.110 2688 88 0.956 0.167 4.8595e-05 0.99995000
714460683 Existing Customer 65 M 0 High School Married Less than $40K Blue 56 3 3 5 3838.0 1736 2102.0 0.445 1467 29 0.706 0.452 7.4474e-04 0.99926000
716460933 Existing Customer 51 M 2 Unknown Married $120K + Blue 42 4 1 4 10306.0 1427 8879.0 0.709 1456 44 0.294 0.138 1.7371e-04 0.99983000
710787708 Existing Customer 56 F 1 Uneducated Married $40K - $60K Blue 40 4 2 5 5366.0 1271 4095.0 0.558 1748 38 0.900 0.237 5.4528e-04 0.99945000
713800158 Existing Customer 58 M 0 High School Married $80K - $120K Blue 36 6 3 2 2994.0 2351 643.0 0.469 1540 32 0.185 0.785 1.5005e-04 0.99985000
712551258 Attrited Customer 39 M 1 Uneducated Married Less than $40K Blue 36 3 3 3 4247.0 0 4247.0 0.405 847 17 0.133 0.000 9.9659e-01 0.00341249
715379133 Existing Customer 51 F 1 College Single Less than $40K Blue 36 4 4 2 1737.0 1145 592.0 0.809 1954 42 1.333 0.659 1.9837e-04 0.99980000
712091433 Existing Customer 58 M 4 Uneducated Single $40K - $60K Silver 50 5 2 3 18431.0 902 17529.0 1.296 2950 61 0.848 0.049 1.8652e-04 0.99981000
771756333 Existing Customer 34 F 3 Graduate Married Less than $40K Blue 23 5 3 3 2263.0 1794 469.0 0.794 2154 37 0.542 0.793 3.1390e-04 0.99969000
779895108 Existing Customer 39 M 3 Unknown Single $80K - $120K Blue 23 6 1 4 2718.0 2156 562.0 0.668 1711 36 0.440 0.793 1.8025e-04 0.99982000
771976683 Existing Customer 54 F 1 College Married Unknown Blue 43 3 3 2 5839.0 2130 3709.0 0.687 1640 44 0.333 0.365 1.6415e-04 0.99984000
716800908 Existing Customer 26 F 2 High School Single Unknown Blue 13 5 0 3 5137.0 0 5137.0 0.699 2496 49 0.581 0.000 3.3324e-05 0.99997000
789413958 Existing Customer 53 M 1 Graduate Single $80K - $120K Blue 43 4 2 3 11909.0 1018 10891.0 1.006 1938 53 0.656 0.085 1.7969e-04 0.99982000
711574008 Existing Customer 32 M 3 College Single $80K - $120K Blue 21 4 3 5 21390.0 0 21390.0 0.946 2477 59 0.341 0.000 9.0051e-04 0.99910000
714138408 Existing Customer 49 M 3 High School Married $60K - $80K Blue 39 4 1 4 9264.0 629 8635.0 0.659 4107 79 0.580 0.068 1.5942e-04 0.99984000
709334658 Existing Customer 39 F 2 Uneducated Married Less than $40K Blue 26 4 2 5 5484.0 2517 2967.0 0.489 2025 51 0.378 0.459 5.8091e-04 0.99942000
709564683 Attrited Customer 32 M 2 Graduate Married $40K - $60K Blue 22 3 3 5 4739.0 0 4739.0 0.363 886 21 0.400 0.000 9.9888e-01 0.00111805
772292358 Attrited Customer 30 M 1 College Divorced Less than $40K Blue 19 4 3 3 7970.0 0 7970.0 0.776 1284 30 0.429 0.000 9.9639e-01 0.00360825
712933083 Existing Customer 37 M 1 Uneducated Single $80K - $120K Blue 36 6 1 2 3127.0 2378 749.0 0.862 2292 49 0.441 0.760 5.3155e-05 0.99995000
710497608 Existing Customer 38 M 2 Uneducated Single $40K - $60K Blue 36 5 1 2 7756.0 1670 6086.0 0.780 1858 51 0.545 0.215 5.6630e-05 0.99994000
721443408 Existing Customer 46 M 2 Uneducated Single $120K + Blue 33 6 2 3 34516.0 676 33840.0 0.814 3508 58 0.871 0.020 1.9683e-04 0.99980000
709149408 Existing Customer 36 M 2 Uneducated Married $60K - $80K Blue 36 5 3 4 5605.0 1322 4283.0 1.204 2338 41 0.952 0.236 5.3055e-04 0.99947000
708446808 Existing Customer 33 M 1 Post-Graduate Married $80K - $120K Blue 36 4 3 2 2946.0 1359 1587.0 0.746 2017 48 0.455 0.461 1.9866e-04 0.99980000
824192658 Existing Customer 58 F 3 Post-Graduate Single Less than $40K Blue 54 4 2 3 8886.0 0 8886.0 0.694 4148 79 0.756 0.000 2.3373e-04 0.99977000
711625683 Existing Customer 46 M 4 Doctorate Married $120K + Blue 36 3 2 5 3104.0 862 2242.0 1.057 2781 74 0.682 0.278 8.5723e-04 0.99914000
717487983 Existing Customer 39 M 5 Unknown Married $80K - $120K Blue 36 4 3 3 19435.0 2120 17315.0 0.625 2062 55 0.486 0.109 3.4328e-04 0.99966000
717301908 Existing Customer 54 F 2 Doctorate Married Less than $40K Blue 46 3 3 3 3312.0 1624 1688.0 0.573 1973 55 0.667 0.490 4.3772e-04 0.99956000
718435158 Existing Customer 50 M 3 High School Married $120K + Blue 40 5 1 4 34516.0 0 34516.0 0.986 1930 36 0.440 0.000 1.5942e-04 0.99984000
714797733 Existing Customer 41 M 3 College Single $60K - $80K Blue 33 6 1 4 5246.0 0 5246.0 0.969 3189 56 0.556 0.000 1.5944e-04 0.99984000
719213133 Existing Customer 53 M 1 Graduate Unknown $60K - $80K Blue 41 4 1 2 2432.0 1554 878.0 1.158 3670 60 0.818 0.639 5.1697e-05 0.99995000
798962058 Existing Customer 36 F 5 Graduate Married Less than $40K Blue 30 3 3 3 3103.0 2399 704.0 0.581 1836 48 0.655 0.773 3.1231e-04 0.99969000
718970058 Existing Customer 38 M 3 Unknown Married $120K + Blue 33 5 3 4 30746.0 1168 29578.0 0.653 1519 43 0.720 0.038 5.8851e-04 0.99941000
713021208 Attrited Customer 55 F 2 College Single Unknown Silver 36 2 3 3 34516.0 0 34516.0 0.399 1353 40 0.212 0.000 9.9625e-01 0.00374779
810856833 Existing Customer 45 M 4 College Unknown $120K + Blue 40 3 2 2 11962.0 1025 10937.0 0.694 1907 52 0.926 0.086 1.1605e-04 0.99988000
787868958 Existing Customer 36 M 2 High School Single $80K - $120K Blue 27 5 3 3 14690.0 979 13711.0 0.811 2746 68 0.511 0.067 2.9408e-04 0.99971000
708161133 Existing Customer 45 M 1 Graduate Single $40K - $60K Blue 32 5 1 2 6629.0 1389 5240.0 0.828 3891 69 0.643 0.210 5.1697e-05 0.99995000
708174708 Existing Customer 38 M 4 Graduate Married $40K - $60K Blue 27 6 2 4 5535.0 1276 4259.0 0.636 1764 38 0.900 0.231 3.4248e-04 0.99966000
708735183 Existing Customer 35 F 2 High School Married Less than $40K Blue 22 4 3 3 2544.0 1848 696.0 0.804 2289 49 0.441 0.726 2.9408e-04 0.99971000
708445608 Existing Customer 48 M 3 College Married Less than $40K Blue 37 4 3 3 3305.0 2517 788.0 0.766 2027 57 1.036 0.762 3.0519e-04 0.99969000
778943883 Existing Customer 51 M 2 Uneducated Single $120K + Blue 36 5 2 4 34516.0 888 33628.0 1.299 1959 42 0.909 0.026 3.3577e-04 0.99966000
788810658 Existing Customer 37 F 1 College Single Unknown Blue 20 3 2 5 9466.0 0 9466.0 0.818 2503 70 0.489 0.000 5.1561e-04 0.99948000
789050883 Existing Customer 33 F 2 Doctorate Single Unknown Blue 21 4 3 4 5297.0 0 5297.0 0.779 2655 62 0.550 0.000 7.4656e-04 0.99925000
714531108 Existing Customer 31 M 1 College Married $80K - $120K Blue 36 4 3 3 4260.0 1775 2485.0 1.239 2109 52 0.625 0.417 2.7607e-04 0.99972000
711635358 Existing Customer 40 F 4 College Single Less than $40K Blue 26 6 1 2 7291.0 2517 4774.0 0.830 2198 56 0.697 0.345 5.6158e-05 0.99994000
803648508 Existing Customer 43 M 4 High School Unknown $80K - $120K Blue 37 4 2 3 13882.0 758 13124.0 0.500 1646 42 0.750 0.055 1.9517e-04 0.99980000
813200058 Existing Customer 63 M 0 Graduate Married $40K - $60K Blue 56 4 2 5 6500.0 1786 4714.0 0.524 1497 27 0.350 0.275 4.8486e-04 0.99952000
805261983 Existing Customer 35 F 4 Unknown Married Less than $40K Blue 30 6 3 4 1626.0 979 647.0 1.467 2847 61 0.968 0.602 5.9480e-04 0.99941000
715206408 Existing Customer 31 F 1 High School Single Less than $40K Blue 22 5 1 5 6662.0 0 6662.0 0.934 3264 83 0.766 0.000 2.4953e-04 0.99975000
788684508 Existing Customer 36 M 4 Uneducated Married $80K - $120K Blue 25 4 3 3 5846.0 1732 4114.0 0.611 2056 41 0.640 0.296 3.2620e-04 0.99967000
737933883 Existing Customer 34 M 1 High School Married $60K - $80K Blue 27 3 1 2 8063.0 2149 5914.0 0.722 2042 49 0.690 0.267 5.0256e-05 0.99995000
768655158 Existing Customer 29 M 0 Unknown Married $60K - $80K Blue 23 3 3 2 6224.0 1092 5132.0 0.919 2222 39 0.560 0.175 1.6966e-04 0.99983000
774437583 Existing Customer 55 M 1 Doctorate Married $60K - $80K Blue 49 6 2 4 4597.0 2442 2155.0 0.512 1504 38 0.357 0.531 4.4353e-04 0.99956000
713104458 Attrited Customer 46 M 2 Graduate Single $40K - $60K Blue 31 3 3 5 7869.0 0 7869.0 0.692 998 25 0.562 0.000 9.9888e-01 0.00111805
715462008 Existing Customer 45 M 2 College Married $60K - $80K Blue 35 6 3 2 17884.0 2096 15788.0 0.477 2031 49 0.633 0.117 1.7488e-04 0.99983000
715366083 Attrited Customer 52 F 0 Doctorate Single Less than $40K Blue 36 2 2 3 1438.3 978 460.3 0.773 947 33 0.571 0.680 9.9581e-01 0.00418811
712322058 Existing Customer 40 F 3 High School Married Less than $40K Blue 32 5 1 3 2046.0 1694 352.0 0.853 3432 49 0.960 0.828 9.3448e-05 0.99991000
719737833 Existing Customer 46 F 4 Uneducated Married Less than $40K Blue 36 4 2 2 6370.0 0 6370.0 0.855 1783 40 0.667 0.000 1.2274e-04 0.99988000
789530208 Existing Customer 54 F 2 Graduate Married Less than $40K Blue 46 6 2 2 2737.0 2517 220.0 0.533 1619 37 0.480 0.920 1.1382e-04 0.99989000
717885183 Existing Customer 36 M 1 Graduate Single Less than $40K Blue 25 6 1 2 2622.0 2489 133.0 0.840 2717 79 0.549 0.949 5.1697e-05 0.99995000
716244033 Attrited Customer 44 M 3 Graduate Married $40K - $60K Blue 33 2 3 3 7266.0 906 6360.0 0.676 1741 27 0.421 0.125 9.9683e-01 0.00317458
711614658 Existing Customer 37 F 2 Uneducated Single Less than $40K Blue 30 6 3 3 2258.0 1338 920.0 0.860 2511 55 0.774 0.593 3.1104e-04 0.99969000
804598908 Existing Customer 35 M 3 Graduate Single $80K - $120K Blue 25 3 2 3 6510.0 2055 4455.0 1.042 2238 49 0.531 0.316 1.9864e-04 0.99980000
719161683 Existing Customer 64 F 0 Unknown Married Unknown Blue 55 4 1 4 2508.0 1580 928.0 0.440 1607 44 0.419 0.630 1.4907e-04 0.99985000
719327808 Existing Customer 52 F 2 Uneducated Married Unknown Blue 36 5 1 2 4006.0 2517 1489.0 0.557 1157 34 0.619 0.628 5.6630e-05 0.99994000
714038433 Existing Customer 37 F 5 High School Single $40K - $60K Blue 19 4 1 2 3252.0 1987 1265.0 0.658 2953 72 0.714 0.611 5.5277e-05 0.99994000
710129283 Existing Customer 45 F 4 Uneducated Married Unknown Blue 26 4 3 1 16317.0 0 16317.0 0.742 2944 71 0.972 0.000 1.1697e-04 0.99988000
709367433 Existing Customer 28 M 1 Unknown Single $40K - $60K Blue 15 3 3 1 2109.0 1542 567.0 0.670 2261 56 0.600 0.731 1.1192e-04 0.99989000
719729433 Existing Customer 65 F 1 Graduate Married Less than $40K Blue 56 4 2 0 7023.0 1726 5297.0 1.178 2535 51 0.759 0.246 3.9410e-05 0.99996000
717192933 Existing Customer 55 M 0 Graduate Married $120K + Blue 42 3 2 1 8302.0 2517 5785.0 0.661 1576 34 0.789 0.303 5.8902e-05 0.99994000
711734508 Existing Customer 55 M 2 Graduate Married $80K - $120K Blue 47 3 3 3 9959.0 1209 8750.0 0.548 1584 28 0.273 0.121 3.0251e-04 0.99970000
715153158 Existing Customer 41 M 4 Uneducated Single $40K - $60K Blue 36 4 3 4 3636.0 1884 1752.0 0.924 4254 79 0.491 0.518 5.5640e-04 0.99944000
712149033 Existing Customer 57 F 2 High School Married Less than $40K Blue 46 5 1 1 5184.0 1856 3328.0 0.553 1834 55 0.571 0.358 3.2288e-05 0.99997000
713901108 Existing Customer 37 M 2 High School Single $60K - $80K Blue 29 6 1 4 14575.0 0 14575.0 1.251 3444 80 0.702 0.000 1.5363e-04 0.99985000
719415858 Existing Customer 29 M 0 College Divorced Unknown Blue 15 6 3 2 3107.0 1720 1387.0 0.661 2460 71 0.690 0.554 1.5007e-04 0.99985000
719385558 Existing Customer 62 F 0 College Married $40K - $60K Blue 49 6 1 2 1438.3 0 1438.3 0.757 1281 32 1.000 0.000 4.5950e-05 0.99995000
779528658 Existing Customer 42 M 4 College Unknown $60K - $80K Blue 25 4 3 3 3092.0 1115 1977.0 0.802 2133 41 0.783 0.361 3.0845e-04 0.99969000
721508283 Existing Customer 47 F 1 Graduate Married Less than $40K Blue 36 4 2 1 8322.0 0 8322.0 0.860 3700 62 1.000 0.000 6.4428e-05 0.99994000
757753083 Existing Customer 44 F 0 Graduate Married Less than $40K Silver 36 5 3 2 10110.0 1229 8881.0 0.650 4063 74 0.480 0.122 1.3947e-04 0.99986000
797753283 Existing Customer 34 F 1 High School Married Less than $40K Blue 28 4 3 4 2707.0 2036 671.0 0.827 1926 33 0.941 0.752 4.7086e-04 0.99953000
807523008 Existing Customer 37 M 1 Graduate Single Unknown Blue 32 4 1 3 4397.0 2007 2390.0 0.892 2473 47 1.136 0.456 8.6952e-05 0.99991000
711416958 Existing Customer 33 F 2 Graduate Single Unknown Blue 21 3 3 2 5795.0 0 5795.0 0.746 2322 65 0.585 0.000 1.7987e-04 0.99982000
780865308 Existing Customer 40 M 4 Uneducated Married $80K - $120K Blue 23 6 3 2 9760.0 1657 8103.0 1.134 4542 86 0.870 0.170 1.9396e-04 0.99981000
708423933 Existing Customer 51 M 2 Doctorate Single $40K - $60K Blue 40 3 2 0 6103.0 0 6103.0 0.532 3203 64 0.829 0.000 6.0759e-05 0.99994000
714321408 Existing Customer 65 M 1 High School Married $40K - $60K Blue 56 6 2 2 2246.0 1326 920.0 0.543 1429 32 0.455 0.590 1.0386e-04 0.99990000
771852483 Existing Customer 46 M 3 Graduate Single $80K - $120K Blue 35 6 3 4 4930.0 0 4930.0 1.019 3343 77 0.638 0.000 5.3543e-04 0.99946000
708185208 Existing Customer 27 M 0 Graduate Single $40K - $60K Blue 16 4 1 2 3178.0 1118 2060.0 0.643 2010 31 0.550 0.352 4.7263e-05 0.99995000
714920208 Existing Customer 37 F 1 High School Unknown Less than $40K Blue 30 3 5 0 3003.0 1810 1193.0 0.719 3148 68 0.789 0.603 6.7626e-05 0.99993000
789952158 Existing Customer 34 F 1 Doctorate Married Unknown Blue 25 4 3 3 2318.0 2069 249.0 1.399 2689 57 0.781 0.893 4.1087e-04 0.99959000
713237958 Existing Customer 34 M 0 Graduate Married $40K - $60K Blue 17 4 1 4 2638.0 2092 546.0 0.591 1868 43 0.344 0.793 1.3562e-04 0.99986000
715956258 Existing Customer 35 F 1 Uneducated Married Less than $40K Blue 36 3 2 4 2004.0 0 2004.0 0.681 1974 60 0.364 0.000 3.1517e-04 0.99968000
769196433 Existing Customer 55 F 2 Post-Graduate Married Less than $40K Blue 49 4 1 1 2414.0 2276 138.0 0.567 2000 62 0.590 0.943 3.9082e-05 0.99996000
778942233 Existing Customer 60 F 0 Doctorate Married Less than $40K Blue 45 5 2 4 1438.3 648 790.3 0.477 1267 27 1.077 0.451 4.0550e-04 0.99959000
708651933 Existing Customer 56 M 2 Graduate Married $60K - $80K Blue 44 3 1 2 2043.0 1928 115.0 0.791 2311 57 0.839 0.944 5.5077e-05 0.99994000
720467583 Existing Customer 52 M 2 High School Single $80K - $120K Blue 46 3 3 2 34516.0 2517 31999.0 0.685 3072 67 0.675 0.073 1.7486e-04 0.99983000
716549058 Existing Customer 45 F 4 Uneducated Married $40K - $60K Blue 36 3 1 3 3111.0 2290 821.0 1.612 1998 41 0.464 0.736 9.9893e-05 0.99990000
713533983 Existing Customer 56 M 1 Graduate Married $120K + Blue 48 6 3 4 2585.0 1207 1378.0 0.440 1590 33 0.320 0.467 4.8435e-04 0.99952000
787463508 Attrited Customer 26 M 0 Graduate Single Less than $40K Blue 13 5 2 4 2469.0 2410 59.0 0.544 1027 20 0.176 0.976 9.9645e-01 0.00355470
710256708 Existing Customer 30 M 1 Unknown Single Less than $40K Blue 19 5 2 0 8744.0 1712 7032.0 0.895 2579 68 0.659 0.196 4.3319e-05 0.99996000
708980283 Existing Customer 34 M 3 High School Married $80K - $120K Blue 23 5 1 4 4185.0 2517 1668.0 0.861 2179 55 0.774 0.601 1.5942e-04 0.99984000
719484408 Existing Customer 39 M 3 Uneducated Married $60K - $80K Blue 36 6 2 4 4759.0 1459 3300.0 1.240 2903 57 0.900 0.307 3.4841e-04 0.99965000
710023233 Existing Customer 36 M 3 Graduate Single $120K + Blue 36 6 2 4 24457.0 1300 23157.0 0.914 2739 65 0.912 0.053 3.3886e-04 0.99966000
789101883 Existing Customer 32 M 3 Unknown Single $120K + Blue 20 6 2 2 14244.0 1673 12571.0 0.699 2729 66 0.535 0.117 1.2982e-04 0.99987000
778381608 Attrited Customer 48 M 4 Doctorate Single $80K - $120K Blue 28 3 3 4 6572.0 417 6155.0 0.584 1766 46 0.533 0.063 9.9873e-01 0.00127462
787492908 Existing Customer 50 F 2 Uneducated Married Unknown Blue 34 5 3 2 23381.0 905 22476.0 0.645 4357 73 0.521 0.039 1.8494e-04 0.99982000
709932558 Existing Customer 39 F 2 Uneducated Married Less than $40K Blue 26 5 3 2 3471.0 2517 954.0 0.743 1771 34 0.889 0.725 1.8494e-04 0.99982000
780219483 Existing Customer 61 F 0 Graduate Married Less than $40K Blue 51 4 2 1 2250.0 1041 1209.0 0.678 1339 28 0.867 0.463 5.8902e-05 0.99994000
708590658 Existing Customer 65 F 1 Unknown Married Unknown Blue 53 5 3 2 15965.0 2312 13653.0 0.590 1619 40 0.538 0.145 1.8558e-04 0.99981000
715143333 Existing Customer 45 F 1 High School Divorced Less than $40K Blue 36 6 2 2 9433.0 1578 7855.0 0.660 3910 81 0.653 0.167 1.0386e-04 0.99990000
801048483 Existing Customer 34 M 3 Uneducated Divorced $120K + Blue 28 4 3 3 9180.0 1814 7366.0 0.628 2646 49 0.633 0.198 3.2275e-04 0.99968000
711913833 Existing Customer 37 M 3 Graduate Married $40K - $60K Blue 36 4 2 4 8818.0 1437 7381.0 0.649 1865 31 0.938 0.163 3.3886e-04 0.99966000
715413483 Existing Customer 44 F 3 Graduate Single Less than $40K Blue 36 5 1 3 4066.0 1028 3038.0 0.972 3888 77 0.604 0.253 9.6126e-05 0.99990000
715750758 Existing Customer 56 M 1 Uneducated Married $80K - $120K Blue 36 6 1 1 9031.0 1535 7496.0 0.690 1602 35 0.591 0.170 3.2055e-05 0.99997000
714062958 Existing Customer 36 M 4 Unknown Single $40K - $60K Blue 36 6 1 2 9887.0 994 8893.0 0.488 2552 64 0.455 0.101 6.3492e-05 0.99994000
710458758 Existing Customer 65 F 0 Graduate Married Less than $40K Blue 53 5 3 5 4161.0 2491 1670.0 0.410 1203 30 0.579 0.599 7.6607e-04 0.99923000
719494983 Existing Customer 26 M 0 Graduate Single Less than $40K Blue 15 6 3 3 2740.0 2069 671.0 0.418 1997 44 0.419 0.755 2.5960e-04 0.99974000
710586483 Attrited Customer 26 F 0 High School Single Unknown Blue 13 1 2 4 6152.0 0 6152.0 0.391 968 23 0.533 0.000 9.9634e-01 0.00365621
772637058 Existing Customer 34 M 3 Uneducated Married $60K - $80K Blue 24 3 1 4 8167.0 1740 6427.0 1.455 2141 51 0.700 0.213 1.6861e-04 0.99983000
718229133 Existing Customer 51 M 2 College Married $120K + Blue 41 6 2 4 23742.0 0 23742.0 0.769 3783 57 0.676 0.000 3.1749e-04 0.99968000
718423533 Existing Customer 57 M 3 College Unknown $60K - $80K Blue 50 6 3 4 16791.0 1181 15610.0 0.550 2983 74 0.682 0.070 5.2057e-04 0.99948000
781089708 Existing Customer 30 M 0 Graduate Divorced $80K - $120K Blue 23 6 1 2 26783.0 1285 25498.0 0.590 2495 46 0.769 0.048 4.7263e-05 0.99995000
773082033 Existing Customer 35 M 1 Post-Graduate Married $80K - $120K Blue 27 3 3 4 25516.0 1363 24153.0 1.172 2317 38 0.727 0.053 5.6988e-04 0.99943000
815288583 Existing Customer 32 M 0 Graduate Married $40K - $60K Blue 27 3 3 2 4815.0 1591 3224.0 1.409 2501 36 0.714 0.330 1.5435e-04 0.99985000
720431433 Existing Customer 62 M 1 Graduate Married Unknown Blue 36 5 2 2 3198.0 2308 890.0 0.724 1402 35 0.842 0.722 1.0684e-04 0.99989000
709164408 Attrited Customer 32 M 1 Uneducated Married Less than $40K Blue 23 1 3 3 2218.0 1696 522.0 0.367 730 20 0.429 0.765 9.9659e-01 0.00341249
710567508 Existing Customer 53 M 3 High School Married $80K - $120K Blue 44 4 2 3 23462.0 2202 21260.0 0.571 1387 33 0.650 0.094 1.9311e-04 0.99981000
719427333 Existing Customer 55 M 3 College Married $60K - $80K Blue 36 5 4 4 2252.0 1737 515.0 0.685 1291 27 0.500 0.771 6.2907e-04 0.99937000
714765408 Existing Customer 26 F 1 Unknown Single Less than $40K Blue 36 4 3 3 2557.0 1990 567.0 0.575 2266 57 0.357 0.778 3.1211e-04 0.99969000
709785783 Attrited Customer 35 F 0 Graduate Single Less than $40K Blue 25 5 3 4 2300.0 0 2300.0 0.877 1485 34 0.478 0.000 9.9775e-01 0.00225216
809290308 Existing Customer 31 F 0 Graduate Married Less than $40K Blue 26 3 1 1 3540.0 1173 2367.0 1.106 1912 45 0.667 0.331 2.8501e-05 0.99997000
779598183 Existing Customer 53 M 3 Unknown Single $60K - $80K Blue 42 6 1 2 22938.0 1700 21238.0 0.636 3428 54 0.500 0.074 6.2820e-05 0.99994000
779783508 Existing Customer 45 M 2 Graduate Married $40K - $60K Blue 34 5 1 3 13129.0 901 12228.0 0.825 2564 56 0.474 0.069 9.2637e-05 0.99991000
719568333 Existing Customer 39 M 3 Unknown Single $80K - $120K Silver 36 5 3 2 34516.0 1900 32616.0 1.002 1668 36 0.714 0.055 1.8538e-04 0.99981000
719207733 Existing Customer 61 F 0 High School Married Less than $40K Blue 53 5 2 0 3396.0 802 2594.0 0.548 1418 36 0.500 0.236 3.5025e-05 0.99996000
715533108 Existing Customer 31 F 0 Uneducated Single Less than $40K Blue 20 4 3 4 4712.0 955 3757.0 0.855 2568 62 0.590 0.203 4.5531e-04 0.99954000
714816258 Existing Customer 37 M 2 Graduate Single $60K - $80K Blue 36 4 2 2 7638.0 947 6691.0 0.682 2336 58 0.611 0.124 1.1382e-04 0.99989000
787573683 Existing Customer 41 M 3 Post-Graduate Married $60K - $80K Blue 34 4 2 2 2624.0 1319 1305.0 0.768 4189 74 0.609 0.503 1.3897e-04 0.99986000
804310758 Existing Customer 58 M 3 Graduate Married $120K + Blue 52 5 2 5 17934.0 1578 16356.0 0.593 2005 48 0.778 0.088 5.8626e-04 0.99941000
792912708 Existing Customer 45 M 5 Graduate Married $40K - $60K Silver 39 3 1 5 15198.0 2098 13100.0 0.800 3183 64 0.730 0.138 2.5509e-04 0.99974000
719078283 Existing Customer 57 F 4 High School Married Less than $40K Blue 47 5 3 4 3191.0 2517 674.0 0.719 1501 35 0.591 0.789 5.2608e-04 0.99947000
708620283 Existing Customer 35 M 1 Unknown Single $60K - $80K Blue 25 6 3 2 6053.0 2001 4052.0 0.743 2208 59 0.595 0.331 1.8558e-04 0.99981000
770985633 Existing Customer 39 M 2 Unknown Married $40K - $60K Blue 26 6 1 2 5510.0 2027 3483.0 0.898 1980 42 0.680 0.368 6.0540e-05 0.99994000
780094008 Existing Customer 55 M 3 Doctorate Married $120K + Blue 40 4 3 1 12875.0 1119 11756.0 0.401 1624 40 0.429 0.087 1.6289e-04 0.99984000
716420358 Existing Customer 41 F 2 High School Married $40K - $60K Blue 36 5 2 4 2602.0 1490 1112.0 0.660 3151 78 0.660 0.573 3.1746e-04 0.99968000
825756333 Existing Customer 55 F 0 Uneducated Married Less than $40K Blue 51 4 3 1 2041.0 1885 156.0 0.587 2118 48 0.778 0.924 9.5711e-05 0.99990000
755273658 Existing Customer 52 F 2 Graduate Married Less than $40K Blue 45 3 3 3 2548.0 1683 865.0 0.750 2055 54 0.636 0.661 3.0251e-04 0.99970000
709096908 Existing Customer 57 M 2 Graduate Married $120K + Blue 49 6 3 1 4698.0 984 3714.0 0.373 1865 35 0.458 0.209 1.0848e-04 0.99989000
714840858 Existing Customer 40 F 3 High School Unknown Less than $40K Blue 31 5 2 4 2222.0 1551 671.0 0.932 3302 65 0.585 0.698 3.2942e-04 0.99967000
721205508 Existing Customer 47 M 4 High School Married $80K - $120K Blue 36 3 3 4 8217.0 0 8217.0 0.678 1848 56 0.514 0.000 5.2608e-04 0.99947000
786493908 Existing Customer 42 F 4 Uneducated Single Less than $40K Silver 36 4 3 3 10091.0 0 10091.0 1.121 3347 64 0.778 0.000 2.9475e-04 0.99971000
803963808 Existing Customer 39 M 3 Graduate Single $80K - $120K Blue 34 4 3 5 19074.0 0 19074.0 0.804 3762 74 1.000 0.000 9.2621e-04 0.99907000
806170158 Existing Customer 39 M 4 Graduate Single $60K - $80K Gold 34 3 3 2 34516.0 542 33974.0 0.866 3899 78 0.857 0.016 2.1733e-04 0.99978000
751469808 Existing Customer 36 M 3 Graduate Married $120K + Blue 29 5 2 4 12852.0 1945 10907.0 0.659 1606 33 0.941 0.151 3.3886e-04 0.99966000
721055058 Existing Customer 36 M 2 Uneducated Married $60K - $80K Blue 21 4 1 5 12763.0 2517 10246.0 1.631 2599 46 0.917 0.197 2.8116e-04 0.99972000
709794333 Existing Customer 29 M 0 Graduate Married Less than $40K Blue 19 6 2 4 2827.0 1430 1397.0 0.885 1608 30 1.308 0.506 2.8024e-04 0.99972000
718361583 Existing Customer 56 F 2 Uneducated Married Unknown Blue 36 3 3 5 8242.0 0 8242.0 0.434 1559 44 0.467 0.000 9.1777e-04 0.99908000
714327183 Existing Customer 37 F 4 Graduate Married Less than $40K Blue 28 4 3 1 1825.0 1389 436.0 1.595 2878 54 0.636 0.761 1.1377e-04 0.99989000
808909008 Existing Customer 61 M 0 Post-Graduate Married Less than $40K Blue 56 6 3 4 1438.3 0 1438.3 0.589 1448 31 0.292 0.000 5.2102e-04 0.99948000
716207508 Existing Customer 36 M 3 High School Married $60K - $80K Blue 36 5 2 4 5497.0 1517 3980.0 0.624 1981 38 0.357 0.276 3.2942e-04 0.99967000
768965208 Existing Customer 51 F 1 Graduate Married $40K - $60K Blue 45 5 2 2 6778.0 865 5913.0 0.992 3158 71 0.775 0.128 1.0684e-04 0.99989000
720185058 Attrited Customer 46 M 3 Graduate Married $60K - $80K Blue 36 2 3 4 4267.0 0 4267.0 0.862 1067 23 0.769 0.000 9.9814e-01 0.00186317
715220508 Existing Customer 31 F 0 High School Married Less than $40K Blue 22 4 2 1 3273.0 2517 756.0 1.465 2726 57 0.727 0.769 5.7261e-05 0.99994000
712112733 Existing Customer 33 M 2 Doctorate Single $40K - $60K Blue 25 5 2 2 9371.0 1541 7830.0 0.781 2518 67 0.971 0.164 1.6471e-04 0.99984000
712298883 Existing Customer 50 F 3 High School Single Less than $40K Blue 38 3 3 1 1438.3 663 775.3 0.384 2987 73 0.622 0.461 1.0943e-04 0.99989000
717813558 Attrited Customer 57 F 3 High School Single Unknown Blue 36 1 4 2 8389.0 1960 6429.0 0.384 1334 38 0.407 0.234 9.9546e-01 0.00453868
716823408 Existing Customer 65 M 0 Doctorate Single Unknown Blue 56 3 2 2 28410.0 1608 26802.0 0.913 2278 77 1.139 0.057 1.4134e-04 0.99986000
719089383 Existing Customer 48 M 2 High School Married $40K - $60K Blue 29 3 2 1 6168.0 2371 3797.0 0.668 4303 80 0.509 0.384 6.6728e-05 0.99993000
710039208 Existing Customer 57 F 3 Unknown Single Unknown Blue 40 3 3 1 2111.0 966 1145.0 0.923 3871 87 0.706 0.458 1.2373e-04 0.99988000
780237033 Existing Customer 63 F 1 Unknown Married $40K - $60K Blue 49 3 1 3 3141.0 1819 1322.0 0.497 1539 35 0.522 0.579 9.5577e-05 0.99990000
720986958 Existing Customer 50 F 2 Graduate Divorced $40K - $60K Blue 40 6 2 5 8307.0 2517 5790.0 1.743 2293 36 0.800 0.303 5.6498e-04 0.99944000
709473708 Existing Customer 39 M 3 Graduate Married $80K - $120K Blue 31 4 2 3 30753.0 1661 29092.0 0.681 1780 33 0.941 0.054 1.9864e-04 0.99980000
708593883 Existing Customer 39 M 2 College Married $60K - $80K Blue 26 3 1 4 2731.0 1573 1158.0 0.943 1813 38 0.727 0.576 1.5365e-04 0.99985000
710241858 Existing Customer 39 F 4 Unknown Married Less than $40K Blue 31 6 1 4 2890.0 0 2890.0 0.545 2040 36 0.440 0.000 1.8218e-04 0.99982000
715392558 Existing Customer 52 M 1 Unknown Single $120K + Blue 44 6 1 2 34516.0 0 34516.0 1.030 2848 56 0.750 0.000 5.6825e-05 0.99994000
717399183 Existing Customer 37 M 1 Graduate Married $80K - $120K Blue 26 6 3 1 8058.0 1176 6882.0 1.164 2774 52 0.625 0.146 1.0182e-04 0.99990000
817925058 Existing Customer 50 F 2 Uneducated Married Unknown Blue 45 6 1 4 5660.0 2401 3259.0 0.779 1932 35 0.346 0.424 1.6249e-04 0.99984000
716029158 Existing Customer 59 M 0 Unknown Married $60K - $80K Blue 36 6 4 5 4230.0 1366 2864.0 0.630 1480 35 0.458 0.323 1.0174e-03 0.99898000
715043508 Existing Customer 38 M 2 Graduate Unknown $40K - $60K Blue 36 4 3 4 9515.0 0 9515.0 0.790 4642 61 0.605 0.000 5.1600e-04 0.99948000
716610558 Existing Customer 65 F 0 High School Single $40K - $60K Blue 36 3 3 3 10962.0 1559 9403.0 0.708 2724 71 0.651 0.142 2.5237e-04 0.99975000
716768808 Existing Customer 57 M 1 Unknown Married $120K + Blue 36 6 2 4 23848.0 1967 21881.0 0.462 1591 43 0.720 0.082 3.3692e-04 0.99966000
795810633 Existing Customer 65 M 0 Uneducated Married Unknown Blue 56 3 3 2 10144.0 1295 8849.0 0.758 1234 24 1.182 0.128 1.5871e-04 0.99984000
779925033 Existing Customer 38 F 4 Graduate Married $40K - $60K Blue 22 4 3 4 2997.0 1969 1028.0 1.235 2807 60 0.714 0.657 5.4115e-04 0.99946000
790225758 Existing Customer 41 M 2 College Single $80K - $120K Blue 35 6 3 3 2647.0 620 2027.0 0.664 2262 47 0.424 0.234 2.9411e-04 0.99971000
713879283 Existing Customer 55 F 2 Graduate Married Less than $40K Blue 47 3 1 2 4580.0 1300 3280.0 0.519 1694 34 0.700 0.284 5.5077e-05 0.99994000
715968858 Existing Customer 28 M 0 Post-Graduate Married Unknown Blue 13 4 1 2 2608.0 1630 978.0 0.521 1822 33 0.320 0.625 5.5613e-05 0.99994000
767687208 Existing Customer 31 M 2 Unknown Single $80K - $120K Blue 24 6 3 3 34516.0 1180 33336.0 0.801 2329 69 0.605 0.034 3.3251e-04 0.99967000
778728783 Existing Customer 39 F 2 Unknown Married Less than $40K Blue 19 5 3 1 3156.0 2095 1061.0 1.281 2739 56 0.750 0.664 1.1924e-04 0.99988000
713637783 Existing Customer 44 F 3 Graduate Married Unknown Blue 31 5 2 0 24936.0 2053 22883.0 0.716 1810 38 0.727 0.082 4.3568e-05 0.99996000
718162908 Existing Customer 55 M 3 College Married $80K - $120K Blue 42 3 2 1 26101.0 614 25487.0 0.397 1472 48 0.412 0.024 6.9248e-05 0.99993000
708664008 Existing Customer 57 M 3 College Married $80K - $120K Blue 45 6 3 4 14270.0 0 14270.0 0.398 1222 37 0.423 0.000 5.2057e-04 0.99948000
711929058 Existing Customer 28 M 0 High School Married Unknown Blue 21 5 3 5 25618.0 1209 24409.0 1.228 2157 49 1.882 0.047 7.4474e-04 0.99926000
770781558 Existing Customer 35 F 2 Graduate Married Less than $40K Blue 21 5 1 2 3230.0 2517 713.0 0.677 1914 31 0.348 0.779 5.5077e-05 0.99994000
790048158 Existing Customer 46 F 4 College Married Less than $40K Blue 38 3 3 3 8881.0 1865 7016.0 1.279 2632 54 1.077 0.210 3.0845e-04 0.99969000
721258158 Existing Customer 65 F 1 Uneducated Single Unknown Blue 51 3 3 5 11037.0 1491 9546.0 0.651 2429 63 0.750 0.135 8.6149e-04 0.99914000
786480183 Existing Customer 50 F 2 Uneducated Married Unknown Blue 44 6 2 5 16763.0 0 16763.0 0.880 3626 69 0.683 0.000 5.8091e-04 0.99942000
721378008 Existing Customer 31 M 0 Uneducated Divorced $40K - $60K Blue 21 6 2 2 2621.0 1461 1160.0 0.775 2718 71 0.775 0.557 1.0043e-04 0.99990000
786566733 Existing Customer 49 M 2 Unknown Single $80K - $120K Blue 43 3 3 5 4939.0 1190 3749.0 0.557 3764 64 0.524 0.241 9.8108e-04 0.99902000
794551383 Existing Customer 50 F 3 College Single Less than $40K Blue 32 5 3 4 4419.0 1218 3201.0 0.879 4535 75 0.562 0.276 5.2057e-04 0.99948000
820981383 Existing Customer 44 F 4 High School Divorced Less than $40K Blue 39 5 1 4 9235.0 1796 7439.0 0.958 1739 42 0.448 0.194 1.6112e-04 0.99984000
713366583 Existing Customer 63 F 1 High School Married Less than $40K Blue 56 6 1 3 3055.0 1685 1370.0 0.541 1405 40 0.481 0.552 8.4530e-05 0.99992000
767311008 Existing Customer 41 M 1 Graduate Divorced $80K - $120K Blue 35 6 2 3 19412.0 770 18642.0 0.755 1576 41 0.952 0.040 1.7969e-04 0.99982000
716624133 Existing Customer 56 M 1 Unknown Married $80K - $120K Blue 36 6 1 3 12786.0 1880 10906.0 0.702 1205 19 0.462 0.147 9.5577e-05 0.99990000
712727283 Existing Customer 55 M 1 Graduate Married $60K - $80K Blue 36 4 2 3 4666.0 1275 3391.0 0.397 1281 28 0.750 0.273 1.7969e-04 0.99982000
716059608 Existing Customer 48 F 4 College Single Less than $40K Blue 38 4 3 3 4894.0 1505 3389.0 0.780 3277 67 0.558 0.308 3.0845e-04 0.99969000
708292833 Existing Customer 35 M 2 High School Single $120K + Blue 36 4 2 3 27389.0 1250 26139.0 0.641 2754 60 0.463 0.046 1.8610e-04 0.99981000
720013083 Existing Customer 30 F 0 Post-Graduate Single Less than $40K Blue 18 6 3 2 2132.0 797 1335.0 0.779 3265 74 0.574 0.374 1.8162e-04 0.99982000
710540883 Existing Customer 37 M 3 High School Single $80K - $120K Blue 24 5 3 2 6590.0 0 6590.0 0.714 2449 67 0.634 0.000 1.8145e-04 0.99982000
709212183 Existing Customer 53 F 2 Graduate Married Less than $40K Blue 36 6 1 3 3176.0 1470 1706.0 0.388 1634 53 0.472 0.463 9.2637e-05 0.99991000
713424108 Existing Customer 37 M 1 Graduate Single $60K - $80K Blue 27 4 1 3 4288.0 2349 1939.0 0.718 2591 57 0.541 0.548 8.6952e-05 0.99991000
718476033 Existing Customer 65 F 0 Uneducated Single Unknown Blue 56 5 3 5 20130.0 2355 17775.0 0.716 2444 49 0.633 0.117 7.8765e-04 0.99921000
815001108 Existing Customer 48 M 2 Doctorate Single Less than $40K Blue 43 3 3 2 5945.0 1685 4260.0 0.900 3598 67 0.718 0.283 2.6028e-04 0.99974000
709802208 Existing Customer 37 M 1 Graduate Married $40K - $60K Blue 17 3 1 4 3350.0 0 3350.0 1.316 2849 61 0.694 0.000 1.4834e-04 0.99985000
713445183 Existing Customer 35 M 1 High School Married $60K - $80K Blue 26 4 3 2 4008.0 1841 2167.0 1.504 2794 58 1.148 0.459 1.6413e-04 0.99984000
717310458 Existing Customer 35 F 3 Graduate Single Less than $40K Blue 27 3 3 2 5780.0 938 4842.0 0.988 2960 65 0.757 0.162 1.8665e-04 0.99981000
789158433 Existing Customer 49 F 2 High School Unknown $40K - $60K Blue 38 4 1 2 2497.0 1674 823.0 0.701 2922 53 0.963 0.670 5.3542e-05 0.99995000
788761608 Existing Customer 26 F 0 High School Single Unknown Blue 13 3 3 4 10286.0 2286 8000.0 0.671 2564 57 0.462 0.222 4.3049e-04 0.99957000
709916058 Existing Customer 58 M 1 Unknown Married $60K - $80K Blue 36 3 1 3 2347.0 2163 184.0 0.615 1631 40 0.290 0.922 9.5577e-05 0.99990000
789804933 Existing Customer 29 F 2 Uneducated Single Unknown Blue 18 4 1 2 23125.0 1236 21889.0 0.995 2536 69 0.865 0.053 5.6630e-05 0.99994000
780070833 Existing Customer 58 F 2 Unknown Married Less than $40K Blue 43 6 2 2 3034.0 2517 517.0 0.630 1617 29 1.417 0.830 1.2511e-04 0.99987000
772776033 Existing Customer 33 M 2 College Single $80K - $120K Blue 23 3 4 3 7081.0 1874 5207.0 0.699 2249 47 1.350 0.265 3.5543e-04 0.99964000
719804208 Existing Customer 36 M 2 Graduate Married $40K - $60K Blue 28 5 1 3 6824.0 1873 4951.0 0.563 1933 48 0.655 0.274 9.2637e-05 0.99991000
715077483 Existing Customer 47 F 3 Doctorate Married Less than $40K Blue 36 4 3 4 1438.3 772 666.3 1.451 2250 40 0.905 0.537 7.7466e-04 0.99923000
717000858 Existing Customer 41 M 2 Graduate Married Less than $40K Blue 29 3 2 2 2683.0 1738 945.0 0.745 2274 52 0.733 0.648 1.1382e-04 0.99989000
792402483 Existing Customer 46 M 4 Graduate Single $60K - $80K Blue 40 5 2 1 12280.0 985 11295.0 0.841 4263 70 1.000 0.080 7.1987e-05 0.99993000
712973733 Existing Customer 58 M 4 Graduate Married $60K - $80K Blue 36 3 2 2 14607.0 1480 13127.0 0.346 1393 38 0.462 0.101 1.1937e-04 0.99988000
813213558 Existing Customer 53 F 1 Doctorate Single Less than $40K Blue 48 4 3 3 2267.0 1469 798.0 0.716 3709 64 0.684 0.648 4.1087e-04 0.99959000
718215033 Existing Customer 54 F 3 Unknown Married Less than $40K Blue 36 6 2 4 2556.0 2260 296.0 0.487 1401 30 0.579 0.884 3.7246e-04 0.99963000
717207408 Existing Customer 39 F 1 Uneducated Divorced Unknown Blue 34 4 1 2 12512.0 666 11846.0 0.914 2995 60 0.875 0.053 5.3155e-05 0.99995000
711426033 Existing Customer 49 M 2 Graduate Married $80K - $120K Blue 39 3 2 2 11332.0 946 10386.0 0.857 3806 65 0.667 0.083 1.1382e-04 0.99989000
719233833 Existing Customer 35 F 3 High School Married Less than $40K Blue 23 3 3 4 3073.0 526 2547.0 0.702 1944 55 0.618 0.171 5.2052e-04 0.99948000
716864733 Existing Customer 47 M 3 College Married $120K + Silver 27 6 3 3 34516.0 2315 32201.0 0.599 1805 46 0.704 0.067 2.7576e-04 0.99972000
821168733 Existing Customer 38 M 3 Graduate Married $60K - $80K Blue 34 6 3 3 5323.0 2301 3022.0 0.680 1783 33 0.650 0.432 3.1390e-04 0.99969000
710135058 Existing Customer 56 M 1 Graduate Married $80K - $120K Blue 44 3 1 0 9078.0 1501 7577.0 0.510 1543 34 0.545 0.165 1.9069e-05 0.99998000
720228708 Existing Customer 56 M 2 High School Married $120K + Blue 46 4 1 3 27029.0 1347 25682.0 0.381 1302 27 0.421 0.050 9.0056e-05 0.99991000
718618458 Existing Customer 38 M 3 High School Single $60K - $80K Blue 25 5 1 4 9859.0 1305 8554.0 0.722 4345 72 0.674 0.132 1.5942e-04 0.99984000
719470458 Attrited Customer 46 M 3 College Single $80K - $120K Blue 39 1 4 3 4026.0 243 3783.0 0.738 1102 27 0.800 0.060 9.9730e-01 0.00270308
719587158 Existing Customer 37 M 1 High School Single $40K - $60K Blue 25 3 2 3 2608.0 1799 809.0 0.732 2565 72 0.636 0.690 1.7468e-04 0.99983000
715499808 Existing Customer 63 F 0 Unknown Married Less than $40K Blue 36 4 1 4 3552.0 2517 1035.0 0.465 1342 26 1.000 0.709 1.4907e-04 0.99985000
718589133 Existing Customer 65 F 1 Graduate Single Less than $40K Blue 56 6 2 2 4613.0 1619 2994.0 0.697 2328 62 0.722 0.351 1.0684e-04 0.99989000
789235383 Existing Customer 38 M 4 College Married $80K - $120K Blue 27 5 2 4 10386.0 1909 8477.0 1.430 2119 52 1.080 0.184 3.3297e-04 0.99967000
773364483 Existing Customer 45 F 4 Doctorate Unknown Unknown Silver 39 4 1 2 34516.0 1298 33218.0 0.757 1906 39 0.773 0.038 7.5527e-05 0.99992000
713548158 Existing Customer 26 M 0 College Single $40K - $60K Blue 36 5 2 3 2657.0 1611 1046.0 0.599 2349 41 0.464 0.606 1.5971e-04 0.99984000
720264783 Existing Customer 58 F 2 Graduate Married Less than $40K Blue 44 4 2 3 5031.0 1327 3704.0 0.553 1433 34 0.889 0.264 1.9143e-04 0.99981000
715319958 Attrited Customer 48 M 3 Uneducated Married $120K + Blue 36 5 2 4 34516.0 787 33729.0 0.763 1312 32 0.600 0.023 9.9714e-01 0.00286097
710528583 Existing Customer 26 F 0 Unknown Single $40K - $60K Blue 16 6 2 4 1612.0 835 777.0 0.588 2148 40 0.379 0.518 3.0803e-04 0.99969000
809990883 Existing Customer 48 F 3 Graduate Single Less than $40K Blue 43 6 2 2 2423.0 1773 650.0 0.574 2038 64 0.362 0.732 1.1811e-04 0.99988000
714412308 Attrited Customer 33 M 3 Graduate Married $80K - $120K Blue 36 6 3 5 7140.0 0 7140.0 0.401 916 18 0.200 0.000 9.9892e-01 0.00107750
772303458 Existing Customer 62 F 0 Doctorate Married $40K - $60K Blue 51 3 3 2 3377.0 948 2429.0 0.461 1407 44 0.467 0.281 2.2336e-04 0.99978000
721243083 Attrited Customer 55 M 3 Uneducated Divorced $80K - $120K Blue 41 1 3 4 34516.0 2408 32108.0 0.796 1187 40 0.600 0.070 9.9819e-01 0.00181217
711990933 Existing Customer 40 F 2 Graduate Single Less than $40K Blue 29 4 3 2 2295.0 0 2295.0 0.699 3292 62 0.824 0.000 1.7987e-04 0.99982000
819977058 Existing Customer 46 M 2 High School Single $40K - $60K Blue 41 3 3 2 3150.0 1543 1607.0 0.998 3432 71 0.972 0.490 1.7486e-04 0.99983000
721467258 Existing Customer 58 M 1 High School Married $40K - $60K Blue 36 3 2 5 2165.0 1135 1030.0 0.707 1541 33 0.833 0.524 5.1556e-04 0.99948000
719976558 Existing Customer 47 M 2 Graduate Unknown $60K - $80K Blue 34 3 2 4 4249.0 1562 2687.0 0.773 1881 49 0.815 0.368 3.2656e-04 0.99967000
718824783 Existing Customer 50 M 2 Unknown Divorced $60K - $80K Blue 41 6 1 3 2966.0 1433 1533.0 0.490 1986 50 0.613 0.483 1.0183e-04 0.99990000
713303733 Existing Customer 53 M 1 Graduate Married $120K + Blue 41 6 3 2 1612.0 744 868.0 0.636 1564 33 0.500 0.462 1.6883e-04 0.99983000
711129483 Existing Customer 45 M 3 Graduate Married $60K - $80K Blue 36 3 1 3 14593.0 1504 13089.0 0.668 3447 72 0.895 0.103 9.6126e-05 0.99990000
779618433 Existing Customer 48 M 4 Uneducated Single $40K - $60K Blue 38 6 3 2 8327.0 1551 6776.0 0.463 4428 82 0.822 0.186 1.9396e-04 0.99981000
797757333 Existing Customer 43 M 3 Post-Graduate Married $60K - $80K Gold 37 6 1 2 34516.0 1580 32936.0 0.707 4149 86 0.755 0.046 7.7478e-05 0.99992000
814497483 Existing Customer 60 M 0 Uneducated Married $60K - $80K Blue 55 6 1 2 6479.0 1393 5086.0 0.468 1618 47 0.958 0.215 4.8595e-05 0.99995000
709623483 Existing Customer 56 M 2 High School Married $120K + Blue 41 4 1 3 18442.0 1470 16972.0 0.491 1281 36 0.800 0.080 9.0056e-05 0.99991000
709056558 Existing Customer 43 F 3 College Married $40K - $60K Blue 31 5 3 2 2800.0 2517 283.0 0.816 1994 41 0.640 0.899 1.8146e-04 0.99982000
708238833 Existing Customer 57 F 3 High School Married Less than $40K Blue 36 6 2 3 3032.0 2215 817.0 0.408 1387 30 0.579 0.731 1.9311e-04 0.99981000
813261408 Existing Customer 52 F 1 Uneducated Married $40K - $60K Blue 47 6 3 3 2151.0 1338 813.0 0.926 3446 58 1.000 0.622 2.9196e-04 0.99971000
720424608 Existing Customer 56 F 1 Unknown Married Unknown Blue 36 6 3 2 24073.0 1084 22989.0 0.847 1341 37 1.176 0.045 1.8558e-04 0.99981000
798022683 Attrited Customer 43 M 1 Graduate Married $80K - $120K Blue 37 4 2 3 25517.0 321 25196.0 0.769 2508 44 0.294 0.013 9.9447e-01 0.00553000
769756983 Existing Customer 38 M 3 Graduate Married $60K - $80K Blue 32 3 1 2 7709.0 2227 5482.0 1.295 2520 61 0.848 0.289 5.7151e-05 0.99994000
712674183 Existing Customer 53 M 2 College Married $40K - $60K Blue 33 3 3 1 4065.0 2180 1885.0 0.321 1271 36 0.200 0.536 1.0546e-04 0.99989000
708900408 Existing Customer 52 F 1 Graduate Divorced Unknown Blue 35 3 2 4 13169.0 1499 11670.0 0.603 4370 83 0.537 0.114 3.0653e-04 0.99969000
713625483 Existing Customer 58 M 2 College Married $80K - $120K Blue 44 3 2 2 11811.0 2508 9303.0 0.476 1469 29 0.812 0.212 1.1066e-04 0.99989000
716869458 Existing Customer 34 F 3 College Single Less than $40K Blue 36 3 6 1 7440.0 704 6736.0 0.551 2251 63 0.537 0.095 8.6389e-05 0.99991000
788723133 Existing Customer 36 M 1 High School Single $40K - $60K Blue 20 5 1 2 12714.0 976 11738.0 0.649 2240 53 0.395 0.077 5.0256e-05 0.99995000
794462133 Existing Customer 55 F 0 Graduate Single $40K - $60K Blue 35 5 1 3 3735.0 1978 1757.0 0.675 1749 41 0.577 0.530 7.9494e-05 0.99992000
712604133 Existing Customer 54 M 1 Uneducated Married $80K - $120K Blue 43 3 1 4 25882.0 1699 24183.0 0.428 1736 48 0.371 0.066 1.5252e-04 0.99985000
714397983 Existing Customer 36 M 2 College Married $40K - $60K Blue 36 4 3 1 3877.0 1495 2382.0 0.783 1942 42 0.750 0.386 1.0546e-04 0.99989000
788269158 Existing Customer 35 F 2 Graduate Single Unknown Blue 27 4 3 0 3280.0 1806 1474.0 0.963 2534 78 0.950 0.551 6.6354e-05 0.99993000
715898058 Existing Customer 53 M 2 Graduate Married $120K + Blue 36 5 1 3 11023.0 0 11023.0 0.539 1656 41 0.367 0.000 9.2637e-05 0.99991000
711906033 Existing Customer 48 F 3 Graduate Unknown Less than $40K Blue 36 4 2 2 6182.0 1131 5051.0 0.566 3546 63 0.615 0.183 1.1811e-04 0.99988000
711367308 Existing Customer 37 M 3 Uneducated Single $40K - $60K Blue 19 3 3 4 2186.0 1185 1001.0 0.998 2614 67 0.861 0.542 5.5052e-04 0.99945000
790186458 Existing Customer 45 M 3 Uneducated Single $80K - $120K Blue 39 3 1 0 17996.0 864 17132.0 0.597 1589 30 0.667 0.048 2.1676e-05 0.99998000
712040433 Existing Customer 54 F 1 High School Married Less than $40K Blue 43 6 2 3 2306.0 2200 106.0 0.697 2097 57 0.541 0.954 1.7468e-04 0.99983000
709616958 Existing Customer 38 M 2 High School Single $60K - $80K Silver 30 4 3 4 26556.0 1583 24973.0 0.694 3168 73 0.738 0.060 4.5327e-04 0.99955000
714633858 Existing Customer 35 F 2 College Married Less than $40K Blue 18 3 3 2 5779.0 2517 3262.0 1.201 2102 32 1.133 0.436 1.7488e-04 0.99983000
794818833 Existing Customer 36 F 1 Uneducated Single Less than $40K Blue 30 6 1 2 5494.0 2078 3416.0 0.790 2661 58 0.871 0.378 5.3155e-05 0.99995000
711219333 Existing Customer 33 M 1 Post-Graduate Married $120K + Blue 14 6 1 0 7571.0 2264 5307.0 0.696 2273 49 0.485 0.299 2.2438e-05 0.99998000
713384508 Existing Customer 28 M 1 High School Single Less than $40K Blue 14 4 3 1 2897.0 1398 1499.0 0.907 2698 73 0.872 0.483 9.8983e-05 0.99990000
772514808 Existing Customer 36 F 2 Uneducated Single $40K - $60K Blue 26 3 2 4 3131.0 2379 752.0 0.748 2315 63 0.853 0.760 3.3577e-04 0.99966000
710808108 Existing Customer 34 F 3 College Divorced Less than $40K Blue 27 3 3 2 4274.0 2517 1757.0 0.666 2257 54 0.800 0.589 1.8146e-04 0.99982000
778973658 Existing Customer 55 M 0 Doctorate Married $60K - $80K Blue 36 4 6 4 4980.0 906 4074.0 0.721 2273 66 0.886 0.182 5.0583e-04 0.99949000
712005108 Existing Customer 61 F 0 Post-Graduate Married Less than $40K Blue 48 3 3 3 3156.0 2155 1001.0 0.438 1376 44 0.571 0.683 3.0545e-04 0.99969000
804577833 Existing Customer 44 F 2 Graduate Married Less than $40K Blue 39 5 1 0 6861.0 2101 4760.0 0.464 3974 63 0.909 0.306 2.0316e-05 0.99998000
715028283 Existing Customer 54 M 1 Graduate Married $80K - $120K Blue 46 3 3 2 15554.0 2497 13057.0 1.027 2836 61 0.605 0.161 1.6883e-04 0.99983000
789786258 Existing Customer 39 M 2 High School Married $80K - $120K Blue 28 3 2 4 26570.0 1915 24655.0 1.454 2118 33 1.062 0.072 3.1746e-04 0.99968000
715421058 Existing Customer 51 M 1 Unknown Married $60K - $80K Blue 36 3 2 4 22224.0 979 21245.0 1.255 3346 69 1.156 0.044 3.3692e-04 0.99966000
797166633 Existing Customer 47 M 2 Unknown Single $80K - $120K Blue 41 6 2 4 10606.0 1713 8893.0 0.899 2694 61 0.906 0.162 3.5894e-04 0.99964000
711041508 Existing Customer 37 F 1 High School Married $40K - $60K Blue 25 4 3 4 5865.0 2517 3348.0 1.348 2623 47 1.350 0.429 4.7086e-04 0.99953000
712847208 Existing Customer 47 F 3 Graduate Unknown $40K - $60K Blue 36 5 2 3 5369.0 1854 3515.0 0.959 1898 50 0.786 0.345 1.9864e-04 0.99980000
779174133 Existing Customer 56 M 3 Uneducated Married $120K + Blue 43 5 1 5 5188.0 753 4435.0 0.591 1540 30 0.429 0.145 2.9175e-04 0.99971000
715680933 Existing Customer 53 M 1 Graduate Single $80K - $120K Blue 36 4 2 4 17742.0 1463 16279.0 0.803 3369 55 0.774 0.082 3.0653e-04 0.99969000
770871708 Existing Customer 62 M 0 Graduate Married $40K - $60K Blue 48 5 1 5 2591.0 0 2591.0 0.601 2123 56 0.697 0.000 2.3467e-04 0.99977000
772643058 Existing Customer 58 F 3 Graduate Married Less than $40K Blue 48 6 2 3 2800.0 1834 966.0 0.615 1571 36 0.636 0.655 1.9864e-04 0.99980000
718199133 Existing Customer 57 M 1 High School Married $80K - $120K Blue 36 3 2 2 6543.0 2260 4283.0 0.448 1519 31 0.632 0.345 1.0386e-04 0.99990000
721475133 Existing Customer 54 F 1 Doctorate Single Unknown Blue 36 6 3 4 26053.0 829 25224.0 0.669 2768 70 0.628 0.032 7.0078e-04 0.99930000
766322883 Existing Customer 33 F 3 College Single $40K - $60K Blue 26 6 3 5 6316.0 1344 4972.0 0.823 2401 71 0.732 0.213 9.0051e-04 0.99910000
771197433 Existing Customer 54 F 1 Graduate Married Less than $40K Blue 41 3 2 4 4658.0 588 4070.0 0.856 1351 30 1.500 0.126 3.0653e-04 0.99969000
709516458 Existing Customer 30 M 0 Graduate Divorced $60K - $80K Blue 22 3 3 3 6476.0 0 6476.0 0.551 2723 66 0.650 0.000 2.5960e-04 0.99974000
716456808 Existing Customer 36 F 2 High School Single Less than $40K Blue 36 6 2 5 8087.0 1263 6824.0 0.615 2429 69 0.643 0.156 5.4925e-04 0.99945000
716819958 Existing Customer 60 M 2 Graduate Married $60K - $80K Blue 50 3 1 2 9033.0 845 8188.0 0.663 1661 35 0.400 0.094 5.5077e-05 0.99994000
779449308 Existing Customer 46 F 4 High School Single Less than $40K Blue 28 6 3 4 3206.0 0 3206.0 1.065 3253 72 0.532 0.000 5.2608e-04 0.99947000
784891458 Existing Customer 55 M 1 Graduate Married $80K - $120K Blue 49 4 3 3 28751.0 2158 26593.0 0.536 1502 34 0.789 0.075 2.8395e-04 0.99972000
790004883 Existing Customer 55 M 1 High School Married $80K - $120K Blue 47 3 3 3 2938.0 1995 943.0 0.514 1352 30 0.429 0.679 2.7604e-04 0.99972000
770262183 Existing Customer 31 M 0 Uneducated Single Less than $40K Blue 25 5 2 2 5715.0 1741 3974.0 0.816 2324 67 1.030 0.305 1.0043e-04 0.99990000
715277583 Existing Customer 55 F 3 Uneducated Divorced Less than $40K Blue 36 3 2 1 2111.0 1209 902.0 0.594 2803 61 0.605 0.573 7.3235e-05 0.99993000
815510883 Existing Customer 36 M 2 Post-Graduate Single $40K - $60K Blue 31 3 2 5 11862.0 2282 9580.0 0.837 2576 74 0.850 0.192 6.6474e-04 0.99934000
713997183 Existing Customer 34 F 2 Unknown Single Less than $40K Blue 36 3 3 2 2791.0 2160 631.0 0.825 2214 56 0.600 0.774 1.9771e-04 0.99980000
715107033 Existing Customer 33 F 1 Graduate Single Less than $40K Blue 36 3 2 4 6551.0 1440 5111.0 0.629 2429 77 0.453 0.220 3.0653e-04 0.99969000
720706008 Existing Customer 30 M 2 Post-Graduate Single $40K - $60K Blue 16 5 3 5 4533.0 1977 2556.0 0.664 2679 69 0.605 0.436 1.0502e-03 0.99895000
710108133 Existing Customer 54 F 2 Graduate Married $40K - $60K Blue 36 5 3 0 1854.0 1528 326.0 0.444 1307 39 0.393 0.824 6.6354e-05 0.99993000
718983333 Existing Customer 53 M 2 Uneducated Married $80K - $120K Blue 43 6 1 3 6704.0 1354 5350.0 0.411 1331 30 0.364 0.202 9.5249e-05 0.99990000
714030183 Existing Customer 59 M 0 Graduate Single $80K - $120K Silver 36 5 3 3 34516.0 1494 33022.0 1.229 3259 65 0.585 0.043 2.3457e-04 0.99977000
710496708 Existing Customer 41 M 2 College Single $120K + Blue 32 6 3 2 5489.0 1513 3976.0 0.870 4085 65 0.548 0.276 1.7488e-04 0.99983000
714935883 Existing Customer 45 M 3 Uneducated Married $40K - $60K Blue 36 3 1 1 10619.0 607 10012.0 0.883 4074 65 0.477 0.057 3.5437e-05 0.99996000
718972758 Existing Customer 50 F 2 Graduate Married Less than $40K Blue 40 5 3 3 2481.0 1287 1194.0 0.465 1825 51 0.821 0.519 3.0251e-04 0.99970000
711827958 Existing Customer 57 M 2 Uneducated Married $60K - $80K Blue 47 4 4 1 5100.0 1970 3130.0 0.371 1032 26 0.368 0.386 1.3479e-04 0.99987000
778724058 Existing Customer 63 M 0 Doctorate Single $40K - $60K Blue 49 5 4 3 5905.0 726 5179.0 0.850 3982 65 0.857 0.123 4.5394e-04 0.99955000
809620833 Existing Customer 35 F 3 Unknown Single Unknown Blue 30 3 3 2 9293.0 0 9293.0 0.897 2314 59 1.034 0.000 2.0516e-04 0.99979000
718920708 Existing Customer 35 M 3 Graduate Married $60K - $80K Blue 25 5 3 3 5240.0 1451 3789.0 1.198 2172 38 0.810 0.277 3.1390e-04 0.99969000
771051783 Existing Customer 53 M 3 High School Married $120K + Blue 40 6 2 5 4182.0 741 3441.0 0.885 1297 24 1.182 0.177 5.6993e-04 0.99943000
715970133 Existing Customer 33 F 4 College Divorced Less than $40K Blue 24 6 2 2 9857.0 0 9857.0 0.699 3448 103 0.635 0.000 1.1605e-04 0.99988000
806889633 Existing Customer 38 M 2 Uneducated Married $80K - $120K Blue 33 3 1 4 20117.0 1226 18891.0 1.400 2906 58 1.000 0.061 1.6249e-04 0.99984000
717338733 Existing Customer 31 M 0 High School Divorced Less than $40K Blue 22 3 2 3 6012.0 0 6012.0 0.968 2801 72 0.674 0.000 1.5970e-04 0.99984000
779223858 Existing Customer 37 M 2 Graduate Married $60K - $80K Blue 27 4 2 4 6369.0 0 6369.0 1.454 2675 47 1.136 0.000 3.2656e-04 0.99967000
769980333 Existing Customer 36 M 1 Uneducated Single $80K - $120K Blue 30 4 2 5 13005.0 2152 10853.0 1.424 3023 53 0.767 0.165 5.4528e-04 0.99945000
716112933 Attrited Customer 39 F 3 Graduate Married Unknown Blue 36 3 2 3 1575.0 592 983.0 0.236 644 15 0.154 0.376 9.9499e-01 0.00501000
788783133 Existing Customer 58 F 0 Post-Graduate Married Less than $40K Blue 39 5 3 3 6679.0 1207 5472.0 0.538 1649 29 0.381 0.181 3.0545e-04 0.99969000
816325533 Existing Customer 39 F 1 Graduate Married Less than $40K Blue 34 6 3 5 6458.0 1802 4656.0 0.923 2315 49 0.581 0.279 8.3788e-04 0.99916000
720113433 Existing Customer 61 M 0 Unknown Single $60K - $80K Blue 48 3 2 4 20803.0 1446 19357.0 0.736 2073 43 0.654 0.070 3.0803e-04 0.99969000
717233058 Existing Customer 34 M 4 Unknown Married $40K - $60K Blue 26 3 2 4 5540.0 1240 4300.0 0.843 1524 31 0.824 0.224 3.7644e-04 0.99962000
710233683 Existing Customer 55 M 3 Graduate Married $80K - $120K Blue 36 4 3 4 2801.0 2403 398.0 0.884 1526 44 1.000 0.858 5.3543e-04 0.99946000
778327908 Existing Customer 50 M 2 Uneducated Single Less than $40K Blue 40 4 3 5 2419.0 2380 39.0 0.695 4099 73 0.659 0.984 9.1777e-04 0.99908000
716400633 Existing Customer 33 M 3 High School Single $40K - $60K Blue 24 6 3 3 5156.0 1427 3729.0 0.480 2057 54 0.421 0.277 3.0516e-04 0.99969000
787488108 Existing Customer 48 F 1 High School Married Unknown Blue 36 6 4 4 14228.0 1953 12275.0 0.651 1970 51 0.645 0.137 5.6901e-04 0.99943000
771649083 Existing Customer 63 M 0 High School Married $80K - $120K Blue 51 3 3 4 10257.0 1021 9236.0 0.467 1508 30 0.429 0.100 4.3049e-04 0.99957000
789853533 Attrited Customer 54 M 3 High School Married $40K - $60K Blue 44 2 1 5 3032.0 0 3032.0 0.949 1037 14 2.500 0.000 9.9639e-01 0.00361108
806256333 Attrited Customer 41 M 4 Graduate Unknown $60K - $80K Blue 36 2 3 5 1438.3 312 1126.3 0.657 1786 26 0.733 0.217 9.9893e-01 0.00106612
796336833 Existing Customer 51 M 3 Doctorate Married $80K - $120K Blue 45 5 2 4 32096.0 0 32096.0 0.766 2619 69 0.917 0.000 4.9030e-04 0.99951000
713763633 Existing Customer 54 F 2 Graduate Married Unknown Blue 46 5 3 2 3014.0 794 2220.0 0.500 1488 30 0.579 0.263 1.7987e-04 0.99982000
710942358 Existing Customer 47 M 4 Unknown Single $40K - $60K Blue 36 3 3 3 5762.0 1890 3872.0 0.938 3814 88 0.660 0.328 3.4872e-04 0.99965000
713974533 Existing Customer 52 F 3 Post-Graduate Single Less than $40K Blue 45 5 1 3 2555.0 1701 854.0 1.492 3127 45 1.250 0.666 1.1311e-04 0.99989000
787231233 Existing Customer 34 M 5 Post-Graduate Single $80K - $120K Silver 28 3 3 2 34516.0 1731 32785.0 0.605 2421 63 0.575 0.050 1.9743e-04 0.99980000
719810583 Existing Customer 64 M 0 High School Married Less than $40K Blue 54 4 3 2 2140.0 1361 779.0 0.460 1280 34 1.000 0.636 1.5005e-04 0.99985000
717124983 Existing Customer 62 F 1 Uneducated Married $40K - $60K Blue 43 3 1 1 4760.0 0 4760.0 0.564 1459 20 0.538 0.000 3.2055e-05 0.99997000
787523283 Existing Customer 38 M 1 Graduate Single $80K - $120K Blue 27 6 2 5 26372.0 1365 25007.0 1.394 2291 56 1.000 0.052 5.3033e-04 0.99947000
719493858 Existing Customer 52 F 2 Graduate Married Less than $40K Blue 43 5 2 2 8203.0 654 7549.0 0.588 2910 63 0.909 0.080 1.1382e-04 0.99989000
709897983 Existing Customer 35 F 2 Doctorate Married $40K - $60K Blue 24 5 2 3 2655.0 1527 1128.0 0.715 1921 26 0.444 0.575 2.7701e-04 0.99972000
717225258 Existing Customer 35 M 2 Graduate Single $120K + Blue 27 6 2 2 13655.0 1048 12607.0 0.509 2383 59 0.595 0.077 1.1382e-04 0.99989000
803148033 Existing Customer 54 M 1 College Married $80K - $120K Blue 48 6 1 5 12169.0 1935 10234.0 0.435 1599 38 0.652 0.159 2.4955e-04 0.99975000
779474958 Existing Customer 35 F 3 Unknown Single Less than $40K Blue 17 6 1 1 2956.0 1823 1133.0 0.969 2144 58 0.812 0.617 3.7884e-05 0.99996000
712060158 Existing Customer 35 M 0 Doctorate Single $60K - $80K Blue 18 6 2 3 2598.0 1645 953.0 0.765 2483 59 0.903 0.633 2.3771e-04 0.99976000
713292933 Existing Customer 36 F 3 Graduate Single Unknown Blue 36 5 2 2 10566.0 726 9840.0 0.893 2156 64 1.207 0.069 1.1811e-04 0.99988000
710982858 Existing Customer 33 F 3 Graduate Single $40K - $60K Blue 36 6 1 2 8232.0 2259 5973.0 1.158 2849 67 1.310 0.274 5.7151e-05 0.99994000
714542058 Existing Customer 53 M 1 Graduate Unknown $60K - $80K Silver 44 5 2 1 26365.0 680 25685.0 0.498 3411 68 0.789 0.026 5.8215e-05 0.99994000
712319058 Existing Customer 37 F 1 Uneducated Married Less than $40K Blue 29 5 3 0 4671.0 1933 2738.0 0.986 2468 58 0.706 0.414 6.4038e-05 0.99994000
744483633 Existing Customer 35 M 3 Graduate Married $120K + Blue 28 4 3 2 14869.0 0 14869.0 1.624 2753 48 1.087 0.000 1.8665e-04 0.99981000
714947883 Existing Customer 59 M 1 Graduate Married $40K - $60K Blue 36 6 2 2 2300.0 1965 335.0 0.596 1693 27 0.688 0.854 1.0684e-04 0.99989000
788776908 Existing Customer 47 M 1 Unknown Unknown $80K - $120K Blue 28 6 1 4 2797.0 1802 995.0 0.675 3525 63 0.750 0.644 1.6305e-04 0.99984000
714802458 Existing Customer 48 F 3 High School Single $40K - $60K Blue 30 5 2 1 2657.0 2115 542.0 0.688 3580 77 0.711 0.796 6.9242e-05 0.99993000
721485708 Existing Customer 58 M 2 Uneducated Married $80K - $120K Blue 46 6 1 3 9149.0 1806 7343.0 0.350 1220 36 0.333 0.197 9.5249e-05 0.99990000
716378658 Existing Customer 55 F 2 Unknown Married Less than $40K Blue 36 5 2 3 2629.0 1476 1153.0 0.537 1725 41 0.414 0.561 2.1042e-04 0.99979000
713375658 Existing Customer 37 M 2 Graduate Divorced $40K - $60K Blue 17 6 3 3 3176.0 0 3176.0 0.652 2298 67 0.457 0.000 3.0251e-04 0.99970000
717828108 Existing Customer 57 M 2 Graduate Married $80K - $120K Blue 42 6 1 0 21875.0 2517 19358.0 0.409 1327 31 0.409 0.115 2.0316e-05 0.99998000
788784258 Existing Customer 60 M 2 High School Married Unknown Blue 41 5 2 4 3007.0 1664 1343.0 0.340 1475 31 0.632 0.553 3.1746e-04 0.99968000
718875483 Existing Customer 50 M 1 College Married $60K - $80K Blue 40 4 2 4 17404.0 1745 15659.0 0.540 4491 78 0.660 0.100 2.9801e-04 0.99970000
811111083 Existing Customer 56 M 2 High School Married $60K - $80K Blue 51 5 6 3 2863.0 2517 346.0 0.583 1458 39 0.696 0.879 2.3216e-04 0.99977000
715749108 Existing Customer 48 M 3 Graduate Married $60K - $80K Gold 37 5 1 2 34516.0 2429 32087.0 0.742 3205 57 0.727 0.070 6.5845e-05 0.99993000
780197133 Existing Customer 40 M 4 Graduate Single $60K - $80K Blue 30 4 1 1 13919.0 1266 12653.0 0.438 3699 67 0.523 0.091 3.4833e-05 0.99997000
719146008 Attrited Customer 48 M 3 Graduate Married $80K - $120K Blue 39 4 4 3 18672.0 2517 16155.0 0.799 1126 35 0.591 0.135 9.9737e-01 0.00262820
717727308 Existing Customer 50 F 1 Uneducated Married Less than $40K Blue 36 6 2 2 4204.0 499 3705.0 0.635 4740 67 0.523 0.119 1.0985e-04 0.99989000
718445883 Existing Customer 61 F 1 Uneducated Married Less than $40K Blue 36 3 2 4 6859.0 2489 4370.0 0.650 1617 26 1.000 0.363 3.1517e-04 0.99968000
795997908 Existing Customer 36 M 2 High School Married $80K - $120K Blue 30 6 3 3 16050.0 1480 14570.0 1.326 3215 56 0.806 0.092 2.9408e-04 0.99971000
710159658 Existing Customer 46 M 5 High School Married $120K + Blue 32 5 2 2 34516.0 1024 33492.0 0.720 2436 71 0.651 0.030 1.1423e-04 0.99989000
716068683 Existing Customer 28 M 0 Uneducated Divorced Unknown Blue 36 3 3 3 16766.0 1535 15231.0 1.042 3093 77 0.878 0.092 2.6692e-04 0.99973000
778844433 Existing Customer 49 M 5 Unknown Single $80K - $120K Blue 30 3 2 1 20895.0 1808 19087.0 0.572 3210 65 0.667 0.087 7.7894e-05 0.99992000
715161633 Existing Customer 44 F 4 High School Single $40K - $60K Blue 38 6 3 3 7881.0 2517 5364.0 0.738 3068 77 0.711 0.319 3.0842e-04 0.99969000
773270058 Existing Customer 57 M 5 High School Married $80K - $120K Blue 50 4 2 3 13427.0 0 13427.0 0.521 1337 27 0.588 0.000 1.9213e-04 0.99981000
714120258 Existing Customer 37 M 2 Uneducated Divorced $80K - $120K Blue 36 3 3 2 2281.0 1677 604.0 1.027 2735 58 1.071 0.735 1.8494e-04 0.99982000
720076458 Existing Customer 57 M 2 Uneducated Married $80K - $120K Blue 52 6 2 4 10974.0 0 10974.0 0.591 1327 26 1.000 0.000 3.3577e-04 0.99966000
720693033 Attrited Customer 33 M 1 Unknown Married $60K - $80K Blue 36 1 3 4 8925.0 168 8757.0 0.447 741 10 0.429 0.019 9.9813e-01 0.00187387
719978583 Existing Customer 46 M 2 High School Married $60K - $80K Blue 40 4 1 3 5265.0 0 5265.0 0.524 3281 68 0.744 0.000 9.0056e-05 0.99991000
712784058 Attrited Customer 45 F 2 High School Divorced Unknown Blue 36 6 4 3 17156.0 2517 14639.0 0.717 1142 33 0.320 0.147 9.9720e-01 0.00280488
717261708 Existing Customer 53 M 1 Unknown Married $80K - $120K Blue 36 4 2 3 13457.0 1248 12209.0 0.512 1548 41 0.519 0.093 1.9751e-04 0.99980000
803665983 Existing Customer 52 M 0 Unknown Married $60K - $80K Blue 46 3 2 4 2742.0 2184 558.0 0.592 3829 72 0.532 0.796 3.0803e-04 0.99969000
815838633 Existing Customer 34 M 1 Unknown Married $60K - $80K Blue 29 3 2 3 3890.0 2286 1604.0 0.633 1889 51 0.457 0.588 1.9751e-04 0.99980000
826706208 Existing Customer 55 M 3 Graduate Single $80K - $120K Blue 51 6 2 3 17198.0 0 17198.0 0.803 4042 62 0.722 0.000 1.9864e-04 0.99980000
721218408 Existing Customer 53 M 4 High School Married $120K + Blue 41 6 3 4 3401.0 1713 1688.0 0.773 1924 54 0.317 0.504 5.2608e-04 0.99947000
779484408 Existing Customer 37 M 1 Unknown Married $60K - $80K Blue 19 6 1 2 18951.0 1243 17708.0 1.148 2874 58 0.657 0.066 5.6825e-05 0.99994000
710416533 Existing Customer 58 F 3 Unknown Single $40K - $60K Blue 52 4 1 1 1454.0 888 566.0 1.190 3060 56 0.647 0.611 3.7884e-05 0.99996000
719706483 Existing Customer 33 M 3 High School Married $120K + Blue 20 6 3 2 27499.0 1188 26311.0 0.544 2202 46 0.394 0.043 1.8145e-04 0.99982000
712206858 Existing Customer 39 M 3 Graduate Married $120K + Blue 36 3 3 2 32964.0 2231 30733.0 1.731 3094 45 1.647 0.068 1.8665e-04 0.99981000
709886583 Existing Customer 37 F 2 High School Single Less than $40K Blue 28 5 2 1 7411.0 633 6778.0 0.762 2761 77 0.604 0.085 6.6728e-05 0.99993000
711040758 Existing Customer 32 M 0 Uneducated Single $40K - $60K Blue 36 4 3 3 7200.0 0 7200.0 0.894 3006 83 0.930 0.000 2.6692e-04 0.99973000
817197333 Existing Customer 26 F 1 Uneducated Single Unknown Blue 13 6 2 3 12007.0 956 11051.0 0.832 2678 50 0.471 0.080 1.8475e-04 0.99982000
718929708 Existing Customer 60 F 0 Graduate Married Less than $40K Blue 50 4 2 2 3147.0 1602 1545.0 0.569 1558 23 0.643 0.509 9.7673e-05 0.99990000
721150833 Existing Customer 37 M 1 Graduate Single $80K - $120K Blue 18 6 2 5 5110.0 1942 3168.0 0.749 3028 76 0.583 0.380 5.3033e-04 0.99947000
714514983 Existing Customer 43 F 5 Graduate Married Less than $40K Blue 35 3 6 4 5438.0 2214 3224.0 0.668 5029 75 0.562 0.407 4.2056e-04 0.99958000
779888658 Existing Customer 56 M 1 Uneducated Married $80K - $120K Blue 40 6 1 1 17450.0 2193 15257.0 0.419 1426 38 0.462 0.126 3.2055e-05 0.99997000
715883358 Existing Customer 52 M 3 College Married $80K - $120K Blue 39 3 3 2 18352.0 1509 16843.0 0.898 1454 29 1.071 0.082 1.8146e-04 0.99982000
713363583 Existing Customer 34 M 2 Uneducated Single $120K + Blue 17 3 1 2 5030.0 2326 2704.0 0.856 3345 69 1.300 0.462 5.6630e-05 0.99994000
772935108 Existing Customer 47 M 1 Unknown Divorced $80K - $120K Silver 38 3 2 3 34516.0 802 33714.0 0.899 1823 27 0.800 0.023 1.7846e-04 0.99982000
820075983 Existing Customer 26 M 0 Graduate Single Less than $40K Blue 21 4 3 2 1585.0 1535 50.0 0.462 2299 49 0.485 0.968 1.5435e-04 0.99985000
721502958 Existing Customer 54 M 1 High School Married $120K + Blue 42 5 3 3 3251.0 1919 1332.0 0.560 1406 31 0.240 0.590 2.7604e-04 0.99972000
708596283 Existing Customer 35 F 3 Uneducated Single Less than $40K Blue 23 3 2 2 2858.0 1251 1607.0 0.576 2844 73 0.622 0.438 1.2144e-04 0.99988000
710325258 Existing Customer 52 M 1 Unknown Married $80K - $120K Silver 36 6 1 0 34516.0 1847 32669.0 0.527 3284 65 0.477 0.054 1.8939e-05 0.99998000
708823908 Existing Customer 41 M 3 Graduate Single $60K - $80K Blue 28 4 1 3 16443.0 1363 15080.0 0.688 4252 64 0.684 0.083 9.6126e-05 0.99990000
826401858 Existing Customer 36 F 0 Uneducated Divorced Less than $40K Blue 32 3 2 3 3687.0 1655 2032.0 0.742 2448 63 0.500 0.449 1.6891e-04 0.99983000
709554483 Existing Customer 53 F 1 Graduate Married Less than $40K Blue 36 5 1 3 4840.0 2517 2323.0 0.445 1637 22 1.000 0.520 8.6952e-05 0.99991000
710545158 Existing Customer 42 M 3 Unknown Single $120K + Blue 36 6 3 2 15108.0 0 15108.0 1.015 3738 68 0.744 0.000 2.0516e-04 0.99979000
788621658 Existing Customer 54 M 1 College Married $60K - $80K Blue 37 6 3 2 1909.0 1753 156.0 0.788 1457 24 0.600 0.918 1.6415e-04 0.99984000
716713533 Existing Customer 53 M 3 Post-Graduate Single $80K - $120K Blue 44 5 2 2 19063.0 1236 17827.0 0.542 3393 58 0.871 0.065 1.3897e-04 0.99986000
712338033 Existing Customer 36 M 2 High School Married $80K - $120K Blue 26 4 2 4 15982.0 1691 14291.0 0.808 1687 40 0.739 0.106 3.1746e-04 0.99968000
711639708 Existing Customer 42 M 3 Graduate Single $60K - $80K Blue 32 6 2 2 1438.3 0 1438.3 0.660 1794 45 0.875 0.000 1.1811e-04 0.99988000
720216108 Existing Customer 27 F 2 College Divorced Less than $40K Blue 14 4 3 3 2549.0 2130 419.0 0.693 2605 61 0.794 0.836 2.9411e-04 0.99971000
718708908 Existing Customer 58 M 4 Graduate Married $60K - $80K Blue 36 6 2 4 5967.0 2350 3617.0 0.543 1426 29 0.812 0.394 3.4248e-04 0.99966000
802890333 Existing Customer 59 M 1 Uneducated Married $40K - $60K Blue 53 5 1 3 2182.0 1558 624.0 0.457 1660 34 0.789 0.714 8.9404e-05 0.99991000
712965183 Existing Customer 63 F 2 Graduate Married Less than $40K Blue 52 5 2 3 2689.0 2101 588.0 0.416 1188 35 0.750 0.781 1.9143e-04 0.99981000
796170933 Existing Customer 57 M 2 Uneducated Single $80K - $120K Blue 51 6 2 4 30622.0 0 30622.0 1.329 3600 66 0.784 0.000 3.3577e-04 0.99966000
712816833 Existing Customer 56 F 0 High School Married Unknown Blue 48 4 1 2 4203.0 1965 2238.0 0.441 1425 32 0.778 0.468 4.5946e-05 0.99995000
814829583 Existing Customer 42 F 3 Unknown Single Less than $40K Blue 37 6 1 3 6453.0 0 6453.0 0.760 4822 74 0.609 0.000 1.0566e-04 0.99989000
798769458 Existing Customer 29 F 1 High School Single Less than $40K Blue 23 3 1 2 3318.0 927 2391.0 0.934 3011 83 0.804 0.279 5.0256e-05 0.99995000
818034558 Existing Customer 44 M 2 Unknown Unknown $60K - $80K Blue 39 5 3 3 22075.0 1506 20569.0 0.794 2337 40 0.818 0.068 3.3251e-04 0.99967000
719483358 Existing Customer 33 M 1 College Married $40K - $60K Blue 14 3 2 2 6746.0 1750 4996.0 0.962 2962 54 0.862 0.259 1.0387e-04 0.99990000
719647383 Existing Customer 35 M 2 Graduate Married $80K - $120K Blue 36 5 2 2 4408.0 1463 2945.0 0.728 2001 49 0.485 0.332 1.1382e-04 0.99989000
714909108 Existing Customer 33 F 3 Graduate Single Less than $40K Blue 36 5 3 3 4838.0 1338 3500.0 0.707 2641 67 0.595 0.277 3.1390e-04 0.99969000
793678608 Existing Customer 46 M 4 Graduate Single $80K - $120K Silver 40 5 1 4 34516.0 0 34516.0 0.938 3568 57 0.676 0.000 1.4976e-04 0.99985000
720854358 Existing Customer 27 M 0 Unknown Married $40K - $60K Blue 14 4 1 4 3823.0 2130 1693.0 0.371 2026 49 0.441 0.557 1.4907e-04 0.99985000
709126833 Existing Customer 42 M 3 College Unknown $120K + Blue 36 3 2 1 21670.0 2183 19487.0 0.995 4121 81 0.761 0.101 6.9248e-05 0.99993000
788896983 Existing Customer 53 M 2 Graduate Married $60K - $80K Blue 38 6 3 2 7928.0 1228 6700.0 0.632 1537 37 0.682 0.155 1.7987e-04 0.99982000
715731033 Existing Customer 50 M 3 Graduate Single $120K + Blue 42 3 1 3 33996.0 949 33047.0 0.846 3569 77 0.571 0.028 9.6126e-05 0.99990000
717636933 Existing Customer 48 F 5 College Divorced $40K - $60K Blue 40 3 1 1 4365.0 0 4365.0 0.598 3542 57 1.111 0.000 3.3338e-05 0.99997000
772658658 Existing Customer 57 M 2 High School Single $60K - $80K Blue 47 6 3 4 2248.0 0 2248.0 0.735 4439 77 0.540 0.000 5.0163e-04 0.99950000
755943033 Existing Customer 34 F 2 Graduate Single Less than $40K Blue 27 4 1 1 1901.0 1176 725.0 0.612 2450 52 0.857 0.619 3.3214e-05 0.99997000
772399983 Existing Customer 55 M 2 College Single $80K - $120K Silver 45 3 1 4 34516.0 1433 33083.0 0.728 1966 31 0.550 0.042 1.3883e-04 0.99986000
826130133 Existing Customer 58 M 2 Graduate Married $120K + Blue 54 6 2 4 31680.0 1812 29868.0 0.483 1121 25 0.562 0.057 3.2656e-04 0.99967000
719238183 Existing Customer 55 F 3 Graduate Married Less than $40K Blue 35 3 2 3 1872.0 1167 705.0 0.517 2238 45 0.607 0.623 1.9864e-04 0.99980000
802666083 Existing Customer 48 F 2 Uneducated Unknown Less than $40K Blue 42 3 2 2 2055.0 0 2055.0 1.064 3656 63 0.750 0.000 1.1703e-04 0.99988000
713682708 Existing Customer 45 M 2 College Divorced $40K - $60K Blue 37 5 1 2 10991.0 1328 9663.0 1.027 3692 60 0.714 0.121 5.3547e-05 0.99995000
712774008 Existing Customer 59 M 0 Uneducated Married Less than $40K Blue 46 6 1 2 3939.0 2517 1422.0 0.376 1489 34 0.545 0.639 4.8595e-05 0.99995000
717627333 Existing Customer 53 F 2 Post-Graduate Married $40K - $60K Blue 40 5 1 4 2127.0 1995 132.0 0.374 1363 37 0.370 0.938 1.8595e-04 0.99981000
779542608 Existing Customer 47 M 4 Uneducated Single $80K - $120K Blue 32 3 3 2 34010.0 1340 32670.0 0.744 1739 39 0.500 0.039 1.9396e-04 0.99981000
715322958 Existing Customer 43 F 3 Unknown Married Unknown Blue 36 4 2 1 6971.0 1506 5465.0 0.570 3575 67 0.675 0.216 7.8291e-05 0.99992000
779100408 Existing Customer 33 F 1 Post-Graduate Married Less than $40K Blue 15 6 2 0 1741.0 1328 413.0 0.690 2629 61 0.649 0.763 4.6372e-05 0.99995000
715352883 Existing Customer 49 F 2 Post-Graduate Single Unknown Blue 36 3 3 2 24904.0 0 24904.0 0.636 5176 71 0.479 0.000 2.1165e-04 0.99979000
789963033 Attrited Customer 54 F 1 Graduate Single Less than $40K Blue 45 3 5 5 1438.3 0 1438.3 0.647 1603 39 0.444 0.000 9.9893e-01 0.00106650
710687508 Existing Customer 65 M 0 High School Married Less than $40K Blue 56 6 3 1 2621.0 1858 763.0 0.987 2148 47 1.043 0.709 9.0493e-05 0.99991000
789656358 Existing Customer 49 F 5 Graduate Married $40K - $60K Blue 35 5 2 1 11115.0 1292 9823.0 0.797 3956 74 0.609 0.116 7.0865e-05 0.99993000
715720083 Existing Customer 47 M 5 Unknown Single $80K - $120K Blue 39 6 2 3 13241.0 0 13241.0 1.002 3157 76 0.551 0.000 2.1724e-04 0.99978000
716584158 Existing Customer 51 M 4 High School Married $80K - $120K Blue 42 6 1 2 14438.0 2517 11921.0 0.853 2090 47 0.880 0.174 5.6153e-05 0.99994000
815727183 Existing Customer 36 M 3 High School Single $80K - $120K Blue 31 6 1 1 5228.0 1443 3785.0 0.934 2683 62 0.938 0.276 3.3505e-05 0.99997000
717066408 Existing Customer 36 M 2 Graduate Married $60K - $80K Blue 36 3 1 4 5550.0 1518 4032.0 1.182 2540 62 0.771 0.274 1.5804e-04 0.99984000
708104658 Existing Customer 46 M 1 Graduate Unknown $40K - $60K Blue 36 4 3 2 1438.3 890 548.3 1.143 2928 48 1.400 0.619 1.6883e-04 0.99983000
718016808 Existing Customer 62 F 0 Unknown Married Less than $40K Blue 55 3 1 0 2064.0 1282 782.0 0.455 1475 27 0.929 0.621 1.9163e-05 0.99998000
814571058 Existing Customer 30 F 1 College Single Less than $40K Blue 24 4 3 0 3450.0 2517 933.0 0.652 2545 64 0.778 0.730 6.0552e-05 0.99994000
714757908 Existing Customer 46 M 4 Graduate Married $120K + Silver 36 4 1 3 34516.0 1380 33136.0 0.660 2163 56 0.400 0.040 8.7785e-05 0.99991000
710345808 Existing Customer 41 M 4 Uneducated Divorced $80K - $120K Blue 36 6 2 2 30030.0 2028 28002.0 0.601 1828 38 1.111 0.068 1.2274e-04 0.99988000
814752558 Existing Customer 50 M 1 Uneducated Married $40K - $60K Blue 45 5 3 3 2151.0 1163 988.0 0.849 2513 62 0.590 0.541 2.9196e-04 0.99971000
721284258 Existing Customer 53 M 2 Unknown Married $80K - $120K Blue 44 4 1 3 7181.0 2517 4664.0 0.545 1636 39 0.560 0.351 1.0183e-04 0.99990000
719336583 Existing Customer 55 M 2 Uneducated Married $120K + Blue 44 3 3 3 27745.0 1300 26445.0 0.482 1525 21 0.500 0.047 3.1104e-04 0.99969000
797638383 Existing Customer 49 F 4 High School Married Less than $40K Blue 43 4 3 2 4852.0 2016 2836.0 0.576 3561 73 0.622 0.415 1.8339e-04 0.99982000
708434733 Existing Customer 56 M 1 Graduate Married $60K - $80K Blue 50 6 3 3 6735.0 2289 4446.0 0.661 1249 28 0.750 0.340 2.8395e-04 0.99972000
711802758 Existing Customer 63 M 1 Graduate Married $40K - $60K Blue 53 4 1 2 6128.0 1895 4233.0 0.583 1700 42 0.355 0.309 5.1697e-05 0.99995000
720620058 Existing Customer 41 M 4 High School Unknown $80K - $120K Blue 36 4 3 2 23124.0 1746 21378.0 0.807 1959 50 0.724 0.076 1.8339e-04 0.99982000
819169683 Existing Customer 34 M 2 Unknown Married $40K - $60K Blue 29 3 2 2 3436.0 1650 1786.0 0.788 1972 37 0.947 0.480 1.2511e-04 0.99987000
709757583 Existing Customer 35 M 0 Unknown Married $120K + Blue 36 5 2 1 3176.0 1510 1666.0 0.885 2074 48 0.920 0.475 6.4745e-05 0.99994000
789307833 Existing Customer 44 M 4 College Unknown $120K + Blue 34 5 3 3 8874.0 1590 7284.0 0.698 1849 56 0.647 0.179 3.0845e-04 0.99969000
823912308 Existing Customer 38 F 3 Graduate Married Less than $40K Blue 34 5 1 0 3402.0 1813 1589.0 0.653 1767 28 0.647 0.533 2.1081e-05 0.99998000
720746208 Existing Customer 52 M 1 Graduate Married $80K - $120K Blue 43 6 1 1 2689.0 2077 612.0 0.378 1356 33 0.435 0.772 3.1176e-05 0.99997000
709121283 Existing Customer 54 M 3 Uneducated Married Less than $40K Blue 36 3 3 2 1556.0 1278 278.0 0.460 1615 35 0.591 0.821 1.9191e-04 0.99981000
714093108 Existing Customer 58 F 2 High School Single $40K - $60K Blue 36 3 3 3 7372.0 1210 6162.0 0.946 1707 56 0.514 0.164 2.9408e-04 0.99971000
718368333 Existing Customer 26 M 0 College Unknown Less than $40K Blue 13 6 1 2 5713.0 789 4924.0 0.678 3323 61 0.525 0.138 4.5950e-05 0.99995000
806752533 Existing Customer 27 F 1 Post-Graduate Single Less than $40K Blue 22 4 1 3 2965.0 1635 1330.0 0.700 2553 59 0.553 0.551 1.0231e-04 0.99990000
758521983 Existing Customer 33 M 1 Unknown Married $80K - $120K Blue 26 3 2 2 9819.0 1200 8619.0 0.602 2198 40 0.538 0.122 1.1743e-04 0.99988000
779473308 Existing Customer 32 M 0 Uneducated Single $60K - $80K Blue 14 4 3 3 8186.0 0 8186.0 0.737 2411 67 0.426 0.000 2.6692e-04 0.99973000
709376508 Existing Customer 58 F 1 College Married Less than $40K Blue 49 3 3 2 3846.0 1285 2561.0 0.608 1815 47 0.621 0.334 1.6415e-04 0.99984000
712589658 Existing Customer 45 F 4 Uneducated Unknown Less than $40K Silver 30 5 2 2 13131.0 1965 11166.0 0.695 1795 37 0.480 0.150 1.1090e-04 0.99989000
712141683 Existing Customer 48 F 3 High School Single Less than $40K Blue 28 4 2 1 2944.0 753 2191.0 0.707 3457 61 0.848 0.256 6.9242e-05 0.99993000
712494108 Existing Customer 38 M 2 Post-Graduate Single $60K - $80K Silver 36 3 3 4 34516.0 1954 32562.0 0.436 1872 52 0.486 0.057 5.4860e-04 0.99945000
721350783 Existing Customer 54 M 2 High School Married $80K - $120K Blue 38 6 3 4 5660.0 2006 3654.0 0.779 1569 39 0.773 0.354 5.0163e-04 0.99950000
710133858 Existing Customer 40 F 1 Graduate Unknown Less than $40K Blue 30 5 1 1 7554.0 1848 5706.0 0.767 4150 64 0.524 0.245 3.1176e-05 0.99997000
719152383 Existing Customer 35 F 4 Uneducated Married Less than $40K Blue 26 5 1 4 2494.0 1316 1178.0 1.486 2946 57 1.036 0.528 1.7042e-04 0.99983000
715174158 Existing Customer 31 M 1 College Married $80K - $120K Blue 36 4 1 0 25215.0 1445 23770.0 1.033 2588 48 1.000 0.057 1.8540e-05 0.99998000
780040758 Existing Customer 40 F 4 College Married $40K - $60K Blue 24 5 3 2 2606.0 1818 788.0 0.703 1999 50 1.174 0.698 1.8340e-04 0.99982000
719525358 Existing Customer 52 M 0 Graduate Single $80K - $120K Blue 43 4 3 3 8133.0 1942 6191.0 0.572 3310 76 0.583 0.239 2.5960e-04 0.99974000
710892408 Existing Customer 57 F 1 High School Married Less than $40K Blue 36 6 2 2 3101.0 1257 1844.0 0.416 1681 32 0.524 0.405 1.0386e-04 0.99990000
713295183 Existing Customer 48 M 2 Graduate Divorced $80K - $120K Blue 29 6 2 3 24446.0 1854 22592.0 0.782 3897 75 0.786 0.076 1.9143e-04 0.99981000
789871233 Existing Customer 49 M 3 High School Married $80K - $120K Blue 39 5 3 2 2361.0 1342 1019.0 0.600 4316 78 0.529 0.568 1.8145e-04 0.99982000
712663533 Existing Customer 40 M 4 High School Single $40K - $60K Blue 32 6 4 2 2441.0 1656 785.0 0.762 3903 62 0.824 0.678 2.2162e-04 0.99978000
820906233 Existing Customer 45 M 2 Graduate Married $40K - $60K Blue 41 5 2 2 8532.0 2165 6367.0 0.707 3242 63 0.750 0.254 1.1382e-04 0.99989000
821163408 Existing Customer 41 M 3 Unknown Married $80K - $120K Blue 37 5 3 3 16954.0 1588 15366.0 0.878 3411 60 0.875 0.094 3.4503e-04 0.99965000
708947208 Existing Customer 36 M 2 Graduate Single $80K - $120K Blue 17 4 3 1 2900.0 2029 871.0 0.846 2631 72 0.600 0.700 1.0848e-04 0.99989000
715261458 Existing Customer 37 F 1 Graduate Single Less than $40K Blue 36 6 2 4 6827.0 0 6827.0 0.754 2621 49 0.815 0.000 3.0653e-04 0.99969000
789310833 Existing Customer 44 F 3 College Divorced $40K - $60K Blue 34 5 2 5 4513.0 1950 2563.0 0.830 3164 62 0.590 0.432 5.6998e-04 0.99943000
818294958 Existing Customer 52 M 2 College Married $120K + Blue 47 3 3 2 27347.0 719 26628.0 0.695 4040 77 0.674 0.026 1.7488e-04 0.99983000
713902983 Existing Customer 42 F 3 High School Married Less than $40K Blue 36 4 3 1 1676.0 1372 304.0 0.522 4381 77 0.571 0.819 1.0943e-04 0.99989000
771693933 Existing Customer 62 F 1 Graduate Married Less than $40K Blue 50 6 6 4 2802.0 1977 825.0 0.431 1757 33 0.833 0.706 3.8238e-04 0.99962000
827984658 Attrited Customer 49 M 3 Post-Graduate Married $80K - $120K Blue 45 3 0 4 23870.0 0 23870.0 0.604 1885 39 0.345 0.000 9.8619e-01 0.01381000
789012633 Existing Customer 30 F 0 Graduate Single Less than $40K Blue 17 3 2 1 4868.0 1090 3778.0 0.679 2907 69 0.816 0.224 5.8902e-05 0.99994000
807237783 Existing Customer 50 M 3 Uneducated Single $60K - $80K Blue 45 5 3 5 20437.0 1020 19417.0 0.563 4166 66 0.737 0.050 9.5231e-04 0.99905000
803408733 Existing Customer 32 M 2 High School Divorced $60K - $80K Blue 26 6 1 4 2239.0 1338 901.0 0.567 2466 60 0.579 0.598 1.5363e-04 0.99985000
824667708 Existing Customer 32 F 1 Graduate Single Less than $40K Blue 28 6 3 3 2428.0 1027 1401.0 0.824 3007 84 0.867 0.423 2.8395e-04 0.99972000
807165033 Existing Customer 49 M 3 Post-Graduate Single $60K - $80K Blue 44 3 1 5 15027.0 0 15027.0 0.811 3533 59 0.788 0.000 3.3387e-04 0.99967000
809984133 Existing Customer 37 M 2 Doctorate Single $120K + Blue 32 3 3 5 32056.0 1887 30169.0 0.831 2730 68 0.700 0.059 1.2912e-03 0.99871000
718949433 Existing Customer 42 F 3 College Single Unknown Silver 31 3 2 2 34516.0 919 33597.0 0.919 3415 79 0.756 0.027 1.0375e-04 0.99990000
751227183 Existing Customer 36 M 2 Unknown Single $80K - $120K Blue 29 3 3 5 5346.0 1539 3807.0 0.777 2283 51 0.889 0.288 9.8108e-04 0.99902000
716331408 Attrited Customer 52 F 4 Unknown Married Less than $40K Blue 36 1 4 5 2143.0 0 2143.0 0.853 1353 36 0.333 0.000 9.9920e-01 0.00080275
714199983 Existing Customer 48 M 3 Uneducated Single $60K - $80K Gold 40 5 2 5 34516.0 2317 32199.0 0.699 3927 68 0.700 0.067 6.9441e-04 0.99931000
774172158 Existing Customer 29 M 1 Unknown Single $60K - $80K Blue 19 3 1 2 23507.0 1990 21517.0 0.631 2650 65 0.912 0.085 5.6825e-05 0.99994000
708171858 Existing Customer 33 F 3 Post-Graduate Married $40K - $60K Blue 28 5 2 3 1864.0 1081 783.0 1.416 2607 44 1.750 0.580 2.3373e-04 0.99977000
709074108 Existing Customer 36 M 2 College Single $60K - $80K Blue 24 5 2 5 23032.0 840 22192.0 0.739 2787 73 0.698 0.036 5.4930e-04 0.99945000
721304133 Existing Customer 36 F 4 High School Married Less than $40K Blue 36 4 1 3 4277.0 1578 2699.0 0.840 1855 49 1.042 0.369 9.4447e-05 0.99991000
787430733 Existing Customer 56 F 2 High School Married $40K - $60K Blue 41 5 3 2 2771.0 1446 1325.0 0.686 1706 27 0.227 0.522 1.7486e-04 0.99983000
711225933 Existing Customer 28 M 1 High School Divorced Less than $40K Blue 36 5 3 4 2265.0 1935 330.0 0.653 2306 61 0.525 0.854 4.7086e-04 0.99953000
717478983 Existing Customer 31 F 2 Uneducated Divorced Less than $40K Blue 19 6 2 0 2853.0 1961 892.0 0.866 2697 68 0.789 0.687 4.3170e-05 0.99996000
720949083 Existing Customer 44 F 3 Uneducated Single Less than $40K Blue 33 5 3 5 3075.0 2517 558.0 0.922 3534 53 0.710 0.819 9.5231e-04 0.99905000
712851108 Existing Customer 51 F 3 High School Married Unknown Blue 31 5 1 5 15340.0 2331 13009.0 0.565 2965 51 0.594 0.152 2.7585e-04 0.99972000
713151258 Existing Customer 55 M 3 Graduate Single $40K - $60K Blue 35 4 1 4 3065.0 0 3065.0 0.716 3524 69 0.605 0.000 1.6399e-04 0.99984000
799731033 Existing Customer 34 F 2 Doctorate Single Less than $40K Blue 28 3 3 2 1438.3 0 1438.3 0.892 3044 91 0.896 0.000 2.6028e-04 0.99974000
822138333 Existing Customer 61 F 0 Graduate Single $40K - $60K Blue 56 4 3 5 7118.0 813 6305.0 0.475 3964 66 0.650 0.114 7.6607e-04 0.99923000
708532308 Existing Customer 37 M 2 Uneducated Single $60K - $80K Blue 36 4 2 2 11419.0 2517 8902.0 1.211 3000 70 1.059 0.220 1.1703e-04 0.99988000
713718558 Existing Customer 46 M 3 Graduate Married $40K - $60K Blue 37 6 2 5 2403.0 0 2403.0 0.727 3393 64 0.882 0.000 5.8626e-04 0.99941000
778939683 Existing Customer 47 F 3 Uneducated Married Less than $40K Blue 32 4 3 2 2821.0 951 1870.0 0.577 1452 38 1.923 0.337 1.9191e-04 0.99981000
713322633 Existing Customer 54 M 1 Graduate Married $40K - $60K Blue 43 4 3 3 2706.0 2517 189.0 0.506 1682 39 0.625 0.930 2.8395e-04 0.99972000
754671558 Existing Customer 50 F 3 Unknown Single Less than $40K Blue 43 6 1 4 2999.0 1958 1041.0 0.611 2073 48 0.714 0.653 1.8025e-04 0.99982000
719291283 Existing Customer 36 F 4 High School Single Less than $40K Blue 28 5 1 2 2226.0 1607 619.0 0.656 2660 62 1.000 0.722 5.6153e-05 0.99994000
720659283 Existing Customer 37 M 5 Graduate Married $60K - $80K Blue 31 5 3 4 3351.0 1847 1504.0 0.670 1910 43 0.593 0.551 5.3272e-04 0.99947000
719535558 Existing Customer 47 M 4 College Divorced $40K - $60K Blue 36 5 1 1 5570.0 1858 3712.0 0.783 4129 72 0.636 0.334 3.3866e-05 0.99997000
771032658 Existing Customer 54 M 3 Unknown Married $80K - $120K Blue 41 3 3 2 10448.0 1569 8879.0 0.482 1604 39 0.444 0.150 2.0516e-04 0.99979000
709468683 Existing Customer 64 F 0 High School Married Less than $40K Blue 56 6 2 2 2174.0 1397 777.0 0.620 1755 39 0.500 0.643 9.4951e-05 0.99991000
719455908 Existing Customer 48 M 3 Graduate Married $80K - $120K Blue 38 3 3 3 31501.0 0 31501.0 0.698 3742 75 0.786 0.000 3.1390e-04 0.99969000
816890883 Existing Customer 35 M 2 Uneducated Single $60K - $80K Blue 30 6 3 3 21695.0 1257 20438.0 0.793 2266 74 0.480 0.058 3.1104e-04 0.99969000
709826058 Existing Customer 49 M 2 Unknown Married $80K - $120K Blue 36 3 1 1 34516.0 2435 32081.0 0.732 1805 34 0.619 0.071 3.6508e-05 0.99996000
735008958 Existing Customer 42 M 5 Unknown Married $60K - $80K Blue 35 6 3 2 13650.0 1253 12397.0 0.743 1703 53 0.710 0.092 2.0412e-04 0.99980000
713766183 Existing Customer 49 M 0 Uneducated Single $80K - $120K Blue 36 5 3 4 16156.0 2517 13639.0 0.804 4160 81 0.653 0.156 4.5531e-04 0.99954000
719148633 Existing Customer 53 F 2 Graduate Married Less than $40K Blue 46 6 2 4 2413.0 2015 398.0 0.470 1398 24 0.714 0.835 3.2656e-04 0.99967000
789266208 Existing Customer 56 M 2 High School Married $80K - $120K Blue 45 3 2 3 5920.0 1589 4331.0 0.512 1408 28 0.273 0.268 1.8610e-04 0.99981000
718373658 Existing Customer 41 M 3 College Single $60K - $80K Blue 28 6 3 0 5841.0 2463 3378.0 1.047 3817 81 0.761 0.422 6.6941e-05 0.99993000
712255458 Existing Customer 37 M 3 High School Single $60K - $80K Blue 36 3 1 5 8418.0 2051 6367.0 0.847 2879 63 0.703 0.244 2.7585e-04 0.99972000
789494133 Existing Customer 30 M 0 High School Married Less than $40K Blue 21 5 4 3 2490.0 1259 1231.0 1.079 2441 53 0.514 0.506 3.0499e-04 0.99970000
714178458 Existing Customer 45 M 3 Post-Graduate Married $80K - $120K Blue 35 3 3 2 20640.0 1603 19037.0 0.532 1792 53 0.395 0.078 2.1962e-04 0.99978000
717595908 Existing Customer 54 M 1 High School Married $60K - $80K Blue 37 5 1 1 9453.0 2188 7265.0 0.572 1688 45 0.452 0.231 3.0307e-05 0.99997000
798114033 Existing Customer 46 M 2 Graduate Married $60K - $80K Blue 40 4 2 4 7949.0 1514 6435.0 0.857 3355 58 0.657 0.190 3.2656e-04 0.99967000
709479558 Existing Customer 36 F 4 College Single Less than $40K Blue 36 3 2 1 2758.0 2168 590.0 1.046 3073 86 0.792 0.786 6.9988e-05 0.99993000
778148283 Existing Customer 48 M 2 Doctorate Single $120K + Blue 41 5 2 1 20148.0 1084 19064.0 0.790 3921 74 0.542 0.054 9.9330e-05 0.99990000
719363283 Existing Customer 59 F 0 Doctorate Single Less than $40K Blue 36 3 1 2 1438.3 0 1438.3 0.691 1904 47 0.382 0.000 6.8395e-05 0.99993000
716225433 Existing Customer 60 M 1 Uneducated Single $80K - $120K Blue 51 6 3 4 26566.0 2517 24049.0 0.985 3103 65 0.625 0.095 4.9800e-04 0.99950000
719882583 Existing Customer 44 M 5 Graduate Single $60K - $80K Blue 34 3 3 5 13477.0 2057 11420.0 0.684 3866 67 0.634 0.153 9.2152e-04 0.99908000
711076533 Existing Customer 65 M 0 College Divorced Less than $40K Blue 42 5 3 2 9706.0 1968 7738.0 1.022 3435 58 0.706 0.203 1.5007e-04 0.99985000
820651908 Existing Customer 46 F 3 Graduate Single $40K - $60K Blue 41 5 2 4 7457.0 0 7457.0 0.717 3162 64 0.730 0.000 3.3886e-04 0.99966000
710884683 Existing Customer 48 M 4 Graduate Married $80K - $120K Silver 40 6 2 5 34516.0 807 33709.0 0.967 3937 80 1.051 0.023 5.3540e-04 0.99946000
797468658 Existing Customer 53 M 3 High School Married $120K + Blue 47 5 1 3 19081.0 2431 16650.0 0.370 1536 31 0.476 0.127 9.3448e-05 0.99991000
716375883 Existing Customer 53 F 3 Uneducated Married Unknown Blue 36 6 2 2 2447.0 1558 889.0 0.511 1716 38 0.462 0.637 1.2144e-04 0.99988000
711534183 Existing Customer 41 M 2 High School Single $80K - $120K Blue 36 4 2 4 28830.0 0 28830.0 0.786 3533 57 0.966 0.000 3.1746e-04 0.99968000
721083258 Existing Customer 37 F 4 High School Divorced $40K - $60K Blue 22 5 1 3 2563.0 1638 925.0 0.681 2064 46 0.917 0.639 9.4447e-05 0.99991000
717986058 Existing Customer 29 F 0 High School Single Less than $40K Blue 13 6 3 5 5240.0 1608 3632.0 1.243 2712 64 0.778 0.307 7.4474e-04 0.99926000
804610908 Existing Customer 49 F 2 Doctorate Married Less than $40K Blue 44 4 3 0 3397.0 1962 1435.0 0.483 3295 66 0.610 0.578 9.6021e-05 0.99990000
717602733 Existing Customer 47 M 3 Doctorate Single Less than $40K Blue 35 4 3 2 1842.0 0 1842.0 0.726 4165 67 0.634 0.000 2.7008e-04 0.99973000
770952933 Existing Customer 53 F 1 Unknown Married Less than $40K Blue 40 4 2 4 2383.0 1938 445.0 0.597 1616 37 0.682 0.813 3.3692e-04 0.99966000
713233908 Existing Customer 33 M 2 Graduate Divorced $60K - $80K Blue 21 5 3 3 20791.0 0 20791.0 0.744 2883 93 0.755 0.000 3.0251e-04 0.99970000
755365233 Existing Customer 34 M 1 Graduate Unknown $60K - $80K Blue 27 5 2 4 19900.0 1581 18319.0 0.838 3948 96 0.846 0.079 3.0653e-04 0.99969000
715105908 Existing Customer 28 F 0 Graduate Single Unknown Silver 15 3 3 3 32024.0 1232 30792.0 1.040 2507 64 0.882 0.038 2.3457e-04 0.99977000
712658283 Existing Customer 36 F 3 Graduate Single $40K - $60K Blue 28 3 2 3 3701.0 969 2732.0 1.079 3222 86 0.623 0.262 1.9864e-04 0.99980000
708796458 Existing Customer 30 F 2 Graduate Single Less than $40K Blue 18 3 1 4 4199.0 1903 2296.0 1.059 3016 67 0.763 0.453 1.5804e-04 0.99984000
713557533 Existing Customer 34 M 3 High School Single $40K - $60K Blue 21 4 1 3 4353.0 1655 2698.0 0.806 2664 81 0.884 0.380 9.3448e-05 0.99991000
710524533 Attrited Customer 38 F 4 College Married $40K - $60K Blue 36 4 4 4 4913.0 2517 2396.0 0.348 899 28 0.273 0.512 9.9843e-01 0.00156939
713412558 Existing Customer 39 F 4 Post-Graduate Married Less than $40K Blue 22 3 3 1 5454.0 1108 4346.0 1.021 2674 67 0.675 0.203 1.3386e-04 0.99987000
720000708 Existing Customer 32 F 0 Graduate Married Unknown Blue 26 3 3 2 2172.0 1381 791.0 1.145 2945 69 0.408 0.636 1.5435e-04 0.99985000
718934058 Existing Customer 36 M 2 Doctorate Single $40K - $60K Blue 26 4 3 2 2845.0 2517 328.0 0.686 2396 51 0.500 0.885 2.6028e-04 0.99974000
710607408 Existing Customer 37 F 3 High School Single Unknown Blue 28 3 1 4 18570.0 1524 17046.0 1.385 3999 96 0.846 0.082 1.5942e-04 0.99984000
717613233 Existing Customer 45 M 4 Uneducated Married $60K - $80K Silver 33 5 2 4 25907.0 745 25162.0 0.607 2058 56 0.806 0.029 3.1818e-04 0.99968000
821710308 Existing Customer 38 F 3 Uneducated Single Less than $40K Blue 33 5 3 2 2206.0 2018 188.0 0.648 1739 35 0.667 0.915 1.9191e-04 0.99981000
716089983 Existing Customer 31 M 0 Graduate Single $40K - $60K Blue 24 3 1 4 12050.0 1732 10318.0 0.804 2015 46 0.704 0.144 1.3562e-04 0.99986000
720430083 Existing Customer 65 M 0 High School Unknown Less than $40K Blue 36 3 3 2 2107.0 1008 1099.0 0.953 3913 67 0.523 0.478 1.5005e-04 0.99985000
712071708 Existing Customer 63 F 0 Graduate Married Less than $40K Blue 36 6 3 4 2107.0 1351 756.0 0.521 1320 35 0.522 0.641 4.4282e-04 0.99956000
770721858 Existing Customer 65 M 1 Graduate Married Less than $40K Blue 56 3 2 5 3539.0 2517 1022.0 0.346 1463 31 0.632 0.711 5.3033e-04 0.99947000
751381458 Existing Customer 43 F 3 College Married Unknown Blue 36 3 3 4 27175.0 775 26400.0 0.543 3814 72 0.800 0.029 5.2057e-04 0.99948000
715629783 Existing Customer 51 M 1 Graduate Married $40K - $60K Silver 36 6 2 2 17905.0 980 16925.0 0.731 4399 64 0.778 0.055 9.6533e-05 0.99990000
768886533 Existing Customer 37 M 3 Graduate Married $60K - $80K Blue 31 3 1 3 4940.0 1199 3741.0 1.570 3246 57 0.900 0.243 9.6126e-05 0.99990000
711023508 Existing Customer 55 F 1 Graduate Married Unknown Blue 43 5 4 2 3161.0 1389 1772.0 0.307 1547 30 0.429 0.439 2.0404e-04 0.99980000
711291558 Existing Customer 27 M 0 Uneducated Single $60K - $80K Blue 36 4 3 3 2464.0 0 2464.0 0.502 2636 50 0.429 0.000 2.6692e-04 0.99973000
714929283 Existing Customer 34 F 0 High School Married $40K - $60K Blue 36 5 1 3 3203.0 2229 974.0 1.146 2625 52 0.625 0.696 7.7279e-05 0.99992000
716285358 Existing Customer 32 F 1 College Divorced Less than $40K Blue 36 3 5 4 1835.0 1017 818.0 0.820 2801 79 0.519 0.554 5.2594e-04 0.99947000
710958033 Existing Customer 49 F 5 Uneducated Single Less than $40K Blue 39 3 2 2 1993.0 0 1993.0 0.539 4075 76 0.689 0.000 1.2082e-04 0.99988000
711368283 Existing Customer 39 M 2 Unknown Married $80K - $120K Blue 27 3 3 2 34516.0 1629 32887.0 1.078 3448 53 1.038 0.047 1.9771e-04 0.99980000
807275733 Existing Customer 27 M 0 Post-Graduate Single Unknown Blue 22 5 2 2 7130.0 873 6257.0 0.530 2498 37 0.321 0.122 1.1493e-04 0.99989000
708231183 Existing Customer 30 M 1 Uneducated Divorced Unknown Blue 22 5 3 4 12539.0 910 11629.0 0.856 2643 72 0.674 0.073 4.9800e-04 0.99950000
789690483 Existing Customer 39 M 4 High School Married $80K - $120K Blue 25 6 2 3 8208.0 0 8208.0 1.568 3135 39 1.167 0.000 1.9517e-04 0.99980000
789338583 Existing Customer 42 M 2 Doctorate Married $80K - $120K Blue 32 4 2 2 26222.0 1073 25149.0 1.288 1988 30 0.579 0.041 1.6471e-04 0.99984000
717411483 Existing Customer 55 M 4 College Divorced $80K - $120K Blue 36 4 2 3 34173.0 1194 32979.0 1.056 3731 69 0.816 0.035 1.9519e-04 0.99980000
720799608 Existing Customer 57 F 2 Graduate Married $40K - $60K Blue 49 5 1 2 3377.0 1720 1657.0 0.491 1621 32 0.391 0.509 5.5077e-05 0.99994000
714112383 Existing Customer 53 M 2 Graduate Married $120K + Blue 43 6 3 2 5882.0 2335 3547.0 0.579 1380 30 0.667 0.397 1.7987e-04 0.99982000
717994608 Existing Customer 51 M 0 Graduate Married $80K - $120K Blue 40 4 3 2 7158.0 0 7158.0 0.904 2113 60 0.875 0.000 1.5435e-04 0.99985000
798558783 Existing Customer 47 M 3 Graduate Married Less than $40K Blue 41 6 1 4 5833.0 1747 4086.0 0.551 3732 75 0.531 0.300 1.6399e-04 0.99984000
716875083 Existing Customer 26 F 0 High School Single $40K - $60K Blue 36 6 3 4 4152.0 0 4152.0 0.804 2351 42 0.312 0.000 4.3049e-04 0.99957000
714603558 Existing Customer 37 M 2 High School Single $40K - $60K Blue 24 6 2 3 11699.0 1758 9941.0 0.869 2007 46 1.000 0.150 1.8610e-04 0.99981000
789903708 Existing Customer 45 F 2 Uneducated Single $40K - $60K Blue 35 6 3 2 4505.0 1562 2943.0 0.604 3968 68 0.619 0.347 1.8494e-04 0.99982000
801989733 Existing Customer 55 M 2 Uneducated Single $60K - $80K Blue 48 6 3 2 7667.0 1193 6474.0 1.101 3915 76 0.617 0.156 1.8494e-04 0.99982000
789504183 Existing Customer 37 M 4 Graduate Single $120K + Blue 28 3 3 4 34516.0 0 34516.0 0.572 2574 62 0.771 0.000 5.4115e-04 0.99946000
714574083 Existing Customer 36 F 3 Graduate Single Less than $40K Blue 31 3 2 3 2937.0 2159 778.0 0.670 2511 51 0.700 0.735 1.9864e-04 0.99980000
717978033 Existing Customer 36 F 1 High School Single Less than $40K Blue 36 5 3 4 5257.0 1572 3685.0 0.732 2822 73 0.659 0.299 4.7086e-04 0.99953000
711256908 Existing Customer 39 M 2 High School Single $60K - $80K Blue 28 6 3 3 10331.0 957 9374.0 0.699 3695 81 0.653 0.093 2.9408e-04 0.99971000
721023708 Existing Customer 47 M 4 Uneducated Married $60K - $80K Blue 36 3 3 3 17557.0 0 17557.0 0.667 2142 62 0.378 0.000 3.2620e-04 0.99967000
714522258 Existing Customer 56 F 2 Graduate Married Less than $40K Blue 48 6 3 2 4366.0 1590 2776.0 0.475 1596 37 0.423 0.364 1.7987e-04 0.99982000
714247458 Existing Customer 56 F 4 Uneducated Single Unknown Blue 46 6 2 2 8037.0 2276 5761.0 0.406 3271 71 0.543 0.283 1.2274e-04 0.99988000
780416433 Existing Customer 38 M 2 Unknown Married Less than $40K Blue 25 4 1 3 8740.0 734 8006.0 1.072 2169 38 0.652 0.084 1.0183e-04 0.99990000
713644758 Existing Customer 49 M 3 Graduate Single $120K + Blue 36 6 2 3 8514.0 2013 6501.0 0.664 4098 74 0.542 0.236 1.9864e-04 0.99980000
712700358 Existing Customer 36 F 4 Uneducated Single Less than $40K Blue 26 4 3 2 2002.0 1377 625.0 0.671 2411 60 0.714 0.688 1.9396e-04 0.99981000
779873508 Existing Customer 51 F 0 High School Married Less than $40K Blue 35 5 3 4 3132.0 1815 1317.0 1.018 3607 60 0.935 0.580 4.3049e-04 0.99957000
779342958 Existing Customer 26 F 0 College Married $40K - $60K Blue 13 2 3 3 2010.0 1070 940.0 0.906 3625 85 0.635 0.532 2.5239e-04 0.99975000
711738333 Existing Customer 34 M 2 Graduate Married $80K - $120K Blue 23 6 2 3 7567.0 1776 5791.0 1.275 2361 45 0.875 0.235 1.9143e-04 0.99981000
709413933 Attrited Customer 56 M 2 High School Single $40K - $60K Blue 40 2 6 4 2381.0 651 1730.0 0.592 1920 46 0.586 0.273 9.9748e-01 0.00251777
720323208 Existing Customer 43 M 2 Graduate Married $120K + Silver 31 6 2 4 34516.0 2398 32118.0 0.917 4976 88 0.692 0.069 2.9507e-04 0.99970000
708132783 Existing Customer 47 F 3 Uneducated Single Unknown Blue 42 6 2 2 16411.0 1179 15232.0 0.849 3929 71 0.732 0.072 1.2144e-04 0.99988000
713372583 Existing Customer 42 F 4 High School Single Less than $40K Blue 19 3 2 0 1438.3 0 1438.3 0.676 3786 67 0.523 0.000 4.2806e-05 0.99996000
710092683 Existing Customer 38 M 2 College Married $80K - $120K Blue 30 2 3 2 3735.0 1421 2314.0 0.570 1837 47 0.741 0.380 1.7488e-04 0.99983000
779284833 Existing Customer 55 M 2 Post-Graduate Single $60K - $80K Blue 37 3 3 1 22127.0 1799 20328.0 0.758 3591 63 0.750 0.081 1.2764e-04 0.99987000
713426358 Existing Customer 28 F 0 College Married Unknown Blue 36 3 2 3 5685.0 0 5685.0 1.334 2395 62 1.000 0.000 1.5971e-04 0.99984000
717132633 Existing Customer 62 M 0 Uneducated Single $40K - $60K Blue 50 3 2 2 7348.0 1466 5882.0 1.236 3066 61 0.694 0.200 1.0043e-04 0.99990000
714967233 Attrited Customer 52 M 2 Doctorate Married $120K + Blue 34 3 2 3 11188.0 0 11188.0 0.658 2109 47 0.621 0.000 9.9640e-01 0.00359603
767587833 Existing Customer 44 M 3 Unknown Single $120K + Blue 37 3 1 5 3650.0 2512 1138.0 0.739 4599 75 0.471 0.688 3.1189e-04 0.99969000
714954033 Existing Customer 29 F 0 Post-Graduate Single Less than $40K Blue 36 5 2 3 5076.0 1223 3853.0 0.830 2675 57 0.629 0.241 1.9330e-04 0.99981000
716154258 Existing Customer 48 M 4 Doctorate Unknown $60K - $80K Silver 38 3 2 2 32658.0 1482 31176.0 0.941 2023 37 0.542 0.045 1.5608e-04 0.99984000
755399433 Existing Customer 43 M 3 Uneducated Married $80K - $120K Blue 36 6 1 2 28634.0 926 27708.0 0.622 4549 68 0.659 0.032 5.8763e-05 0.99994000
709876008 Existing Customer 49 F 2 Post-Graduate Single Less than $40K Blue 36 3 1 3 3414.0 1473 1941.0 0.597 1803 49 1.130 0.431 1.0900e-04 0.99989000
709918158 Existing Customer 43 M 3 High School Married $80K - $120K Blue 23 5 6 1 12315.0 0 12315.0 0.895 2028 51 0.545 0.000 8.6381e-05 0.99991000
713350908 Existing Customer 41 F 2 Uneducated Married $40K - $60K Blue 36 5 3 3 2690.0 1912 778.0 0.692 3636 68 0.700 0.711 3.1104e-04 0.99969000
715759458 Existing Customer 43 M 3 Graduate Single $80K - $120K Blue 31 6 2 4 12165.0 0 12165.0 1.160 4066 74 0.682 0.000 3.3886e-04 0.99966000
713976258 Existing Customer 51 F 3 Graduate Single Less than $40K Blue 46 4 1 3 1792.0 989 803.0 1.202 3102 63 0.703 0.552 9.6126e-05 0.99990000
790174608 Existing Customer 37 M 1 Doctorate Single $80K - $120K Blue 30 6 3 2 19300.0 1181 18119.0 0.764 2660 70 0.795 0.061 2.4431e-04 0.99976000
771335358 Existing Customer 37 M 2 College Divorced $40K - $60K Blue 24 3 3 4 8120.0 2098 6022.0 0.826 3161 54 0.688 0.258 5.0168e-04 0.99950000
708382083 Existing Customer 49 M 5 High School Married $80K - $120K Blue 36 6 2 2 2292.0 0 2292.0 0.976 2584 60 0.500 0.000 1.1423e-04 0.99989000
771829758 Existing Customer 36 M 3 Uneducated Married $80K - $120K Blue 25 6 3 3 21434.0 1345 20089.0 0.603 2143 46 0.586 0.063 3.2275e-04 0.99968000
767333808 Existing Customer 50 F 2 Graduate Unknown Less than $40K Blue 43 5 3 4 3424.0 0 3424.0 0.765 4929 74 0.574 0.000 5.1600e-04 0.99948000
721385433 Existing Customer 64 M 0 Unknown Married Less than $40K Blue 51 3 3 4 2787.0 1201 1586.0 0.372 1662 39 0.625 0.431 4.8673e-04 0.99951000
794293908 Existing Customer 36 F 3 College Single Unknown Blue 30 3 2 3 8696.0 1482 7214.0 1.002 2847 67 0.971 0.170 1.9313e-04 0.99981000
720409608 Existing Customer 45 M 3 High School Married $120K + Blue 35 6 2 3 32446.0 1974 30472.0 0.621 1717 39 0.696 0.061 1.9311e-04 0.99981000
717830583 Existing Customer 41 M 2 Graduate Married $80K - $120K Blue 36 6 3 3 9133.0 2140 6993.0 0.649 4101 88 0.630 0.234 3.0251e-04 0.99970000
715455708 Existing Customer 47 M 3 Graduate Single $80K - $120K Blue 37 3 3 2 5116.0 1468 3648.0 0.910 2361 49 0.633 0.287 1.8665e-04 0.99981000
719108358 Existing Customer 39 M 2 Post-Graduate Married $80K - $120K Blue 31 5 2 1 18974.0 2517 16457.0 1.369 2783 56 1.000 0.133 8.0767e-05 0.99992000
769323183 Existing Customer 51 M 4 Uneducated Single $120K + Blue 45 6 2 3 12101.0 2517 9584.0 0.733 2086 44 0.760 0.208 2.0643e-04 0.99979000
820020258 Existing Customer 55 F 1 High School Single $40K - $60K Blue 46 5 3 4 5379.0 962 4417.0 0.827 1778 40 0.290 0.179 4.7086e-04 0.99953000
719234883 Existing Customer 57 M 3 Graduate Single $120K + Blue 49 5 3 3 32676.0 2134 30542.0 0.797 3990 88 0.760 0.065 3.1390e-04 0.99969000
807349158 Existing Customer 36 M 4 Doctorate Divorced $120K + Blue 31 4 3 4 34516.0 1491 33025.0 0.930 2243 60 0.935 0.043 7.8294e-04 0.99922000
710799783 Existing Customer 35 M 2 Unknown Married $120K + Blue 36 4 3 4 15202.0 1779 13423.0 1.392 3143 60 0.579 0.117 5.6716e-04 0.99943000
778456983 Existing Customer 38 F 2 Unknown Single Less than $40K Blue 23 5 3 3 2222.0 1205 1017.0 0.395 1823 49 0.361 0.542 3.3251e-04 0.99967000
708644208 Existing Customer 39 F 2 Graduate Single $40K - $60K Blue 34 5 2 4 5858.0 0 5858.0 0.853 3355 77 0.604 0.000 3.2656e-04 0.99967000
711659958 Existing Customer 65 F 0 Graduate Married $40K - $60K Blue 56 4 2 1 2692.0 1869 823.0 0.744 1594 36 0.895 0.694 5.8902e-05 0.99994000
798988983 Existing Customer 51 F 2 Uneducated Married Less than $40K Blue 45 6 3 2 7165.0 2037 5128.0 0.830 3553 78 0.902 0.284 1.8494e-04 0.99982000
710760258 Existing Customer 50 F 3 High School Married Less than $40K Blue 38 4 3 4 1438.3 0 1438.3 1.084 4740 81 0.653 0.000 5.2052e-04 0.99948000
799700208 Existing Customer 38 M 2 Graduate Single $60K - $80K Silver 32 5 1 1 26988.0 1587 25401.0 0.968 3732 70 0.795 0.059 3.0011e-05 0.99997000
772401933 Existing Customer 36 F 1 Unknown Single Less than $40K Blue 26 3 3 2 2517.0 0 2517.0 0.946 3569 62 0.771 0.000 1.8558e-04 0.99981000
787460883 Attrited Customer 41 M 3 Uneducated Married $40K - $60K Blue 28 3 3 4 11091.0 0 11091.0 0.522 1234 34 0.308 0.000 9.9819e-01 0.00181217
770937183 Existing Customer 40 F 4 Graduate Single Less than $40K Silver 27 3 1 2 10745.0 2084 8661.0 0.847 3502 87 0.933 0.194 5.2192e-05 0.99995000
715468083 Existing Customer 40 F 2 Doctorate Married Unknown Silver 36 3 2 4 34516.0 1686 32830.0 0.562 3146 66 0.650 0.049 4.2696e-04 0.99957000
807161508 Existing Customer 26 M 1 Unknown Single Less than $40K Blue 20 6 3 2 2590.0 1748 842.0 0.626 2804 52 0.486 0.675 1.8558e-04 0.99981000
772268058 Existing Customer 46 F 4 Uneducated Single Less than $40K Blue 35 5 2 3 2722.0 1473 1249.0 0.737 3129 69 0.683 0.541 2.0643e-04 0.99979000
710166783 Existing Customer 49 F 1 Graduate Married Less than $40K Blue 36 3 3 0 8228.0 0 8228.0 0.942 4277 80 0.702 0.000 6.2282e-05 0.99994000
804820233 Existing Customer 38 M 2 Unknown Divorced $80K - $120K Blue 33 6 3 2 11777.0 1781 9996.0 0.565 2763 62 0.879 0.151 1.9771e-04 0.99980000
708758658 Existing Customer 49 M 4 Graduate Married $80K - $120K Blue 39 5 1 1 34516.0 543 33973.0 0.745 3951 76 0.900 0.016 3.4833e-05 0.99997000
714011358 Existing Customer 38 M 3 Graduate Divorced $80K - $120K Blue 24 5 1 3 14821.0 0 14821.0 0.661 2876 60 0.622 0.000 9.6126e-05 0.99990000
712401033 Existing Customer 36 M 1 Unknown Single Less than $40K Blue 23 4 3 1 1438.3 928 510.3 0.851 2186 59 0.686 0.645 1.1192e-04 0.99989000
771212508 Existing Customer 34 F 2 Unknown Single Less than $40K Blue 21 6 3 4 6131.0 1270 4861.0 0.913 2825 93 0.824 0.207 5.6716e-04 0.99943000
821150958 Existing Customer 52 M 5 Graduate Single $80K - $120K Blue 47 3 1 1 2047.0 665 1382.0 0.605 3452 66 0.692 0.325 3.4290e-05 0.99997000
792272658 Existing Customer 40 M 3 Graduate Single $80K - $120K Blue 34 3 3 4 22380.0 1220 21160.0 0.884 3756 73 0.780 0.055 5.3543e-04 0.99946000
809818008 Existing Customer 36 M 3 Uneducated Married $80K - $120K Blue 31 3 3 5 12893.0 1620 11273.0 0.576 2300 60 0.463 0.126 9.5231e-04 0.99905000
803231058 Existing Customer 53 M 3 High School Single Less than $40K Blue 47 5 1 1 3351.0 1474 1877.0 0.393 4294 66 0.737 0.440 3.3505e-05 0.99997000
715698633 Existing Customer 40 F 2 Unknown Married Less than $40K Blue 36 3 1 1 5093.0 2376 2717.0 0.822 2341 57 0.541 0.467 3.6508e-05 0.99996000
720450108 Existing Customer 54 M 1 Graduate Married $40K - $60K Blue 44 5 1 1 1438.3 0 1438.3 0.576 1585 37 0.609 0.000 3.1176e-05 0.99997000
719076858 Existing Customer 34 M 4 College Single $60K - $80K Blue 20 5 1 2 2165.0 1952 213.0 0.822 2651 81 0.841 0.902 5.6158e-05 0.99994000
720016308 Existing Customer 62 F 1 Unknown Single Less than $40K Blue 54 4 2 2 1927.0 1319 608.0 0.672 4199 77 0.750 0.684 1.1743e-04 0.99988000
712443558 Existing Customer 39 F 1 College Single Unknown Blue 36 6 1 1 22125.0 0 22125.0 0.645 1994 57 0.727 0.000 3.0310e-05 0.99997000
711835758 Existing Customer 50 M 3 Graduate Married $120K + Blue 42 4 5 3 34516.0 2099 32417.0 0.449 1756 35 0.250 0.061 3.5060e-04 0.99965000
709284333 Existing Customer 36 M 1 Uneducated Divorced $120K + Blue 28 6 3 2 5260.0 1116 4144.0 0.664 2546 62 0.879 0.212 1.7360e-04 0.99983000
788122533 Existing Customer 56 F 1 Graduate Married Less than $40K Blue 48 6 2 2 1438.3 0 1438.3 0.706 1336 32 0.882 0.000 1.0684e-04 0.99989000
709206333 Attrited Customer 44 F 4 Graduate Single $40K - $60K Blue 30 3 4 4 4333.0 0 4333.0 0.463 1558 40 0.538 0.000 9.9847e-01 0.00152587
713039808 Existing Customer 45 M 4 College Married Less than $40K Blue 32 3 2 1 6637.0 0 6637.0 0.675 1801 48 0.600 0.000 6.9988e-05 0.99993000
801700233 Existing Customer 36 M 2 Graduate Single $120K + Blue 28 4 3 0 3174.0 2462 712.0 0.772 3140 74 0.721 0.776 6.6354e-05 0.99993000
716815308 Existing Customer 44 F 2 Uneducated Married Less than $40K Blue 36 4 2 5 4396.0 1489 2907.0 1.258 3942 69 0.816 0.339 5.8091e-04 0.99942000
821149008 Attrited Customer 52 M 2 Graduate Single $80K - $120K Blue 48 6 2 4 34516.0 0 34516.0 0.539 1661 40 0.600 0.000 9.9695e-01 0.00305189
720580383 Existing Customer 50 F 3 Graduate Married Less than $40K Blue 37 3 2 4 1438.3 0 1438.3 0.868 3637 80 0.860 0.000 3.3886e-04 0.99966000
780202908 Existing Customer 53 F 2 Graduate Single Less than $40K Blue 43 3 3 4 6853.0 1480 5373.0 0.513 2833 70 0.556 0.216 5.1600e-04 0.99948000
787504158 Existing Customer 36 F 0 Unknown Married Less than $40K Blue 24 4 3 2 2570.0 2230 340.0 0.686 1755 42 0.448 0.868 1.6966e-04 0.99983000
716183283 Existing Customer 27 F 1 College Divorced Less than $40K Blue 15 5 3 2 2166.0 890 1276.0 1.024 3563 70 0.892 0.411 1.6415e-04 0.99984000
824168808 Existing Customer 31 F 1 College Divorced Unknown Blue 27 4 6 3 3647.0 1480 2167.0 0.760 2271 60 0.364 0.406 2.1793e-04 0.99978000
712936908 Existing Customer 36 M 3 Unknown Single $60K - $80K Blue 36 3 1 1 11684.0 1786 9898.0 0.806 2969 88 0.796 0.153 3.7884e-05 0.99996000
719855958 Existing Customer 41 M 4 High School Single $60K - $80K Blue 28 6 1 4 4475.0 0 4475.0 0.706 3367 66 0.737 0.000 1.6112e-04 0.99984000
710112933 Existing Customer 28 M 1 Uneducated Single $60K - $80K Blue 18 6 3 2 16604.0 1716 14888.0 1.025 2580 61 0.649 0.103 1.7360e-04 0.99983000
768364233 Existing Customer 59 M 1 High School Married $40K - $60K Blue 53 6 2 5 5446.0 1885 3561.0 0.643 1505 33 0.320 0.346 5.1556e-04 0.99948000
771725808 Existing Customer 43 M 3 Uneducated Unknown $80K - $120K Blue 31 5 1 4 28700.0 769 27931.0 0.901 3395 71 0.578 0.027 1.6861e-04 0.99983000
780686358 Existing Customer 41 M 3 Unknown Married $60K - $80K Blue 30 3 1 1 2888.0 1676 1212.0 0.534 3798 58 0.812 0.580 3.7884e-05 0.99996000
712762758 Existing Customer 46 M 2 Graduate Married $60K - $80K Blue 34 4 2 0 9451.0 1280 8171.0 0.681 3179 79 0.975 0.135 4.1986e-05 0.99996000
714392808 Existing Customer 51 M 3 Unknown Married $80K - $120K Blue 43 3 4 5 13933.0 1019 12914.0 0.875 3504 62 0.771 0.073 1.2300e-03 0.99877000
713089458 Existing Customer 44 M 1 High School Married Less than $40K Blue 33 5 2 2 6130.0 808 5322.0 0.747 3411 78 0.592 0.132 1.0386e-04 0.99990000
826780683 Existing Customer 40 M 3 Graduate Married $60K - $80K Blue 36 6 2 2 15008.0 0 15008.0 0.784 3943 85 0.771 0.000 1.1811e-04 0.99988000
780251658 Existing Customer 32 M 1 High School Married $40K - $60K Blue 18 4 1 4 4583.0 1586 2997.0 0.828 2395 57 0.781 0.346 1.4421e-04 0.99986000
772273983 Attrited Customer 48 M 4 Uneducated Single $40K - $60K Blue 37 1 3 4 5268.0 2191 3077.0 0.622 2138 40 0.429 0.416 9.9821e-01 0.00179304
737944908 Existing Customer 58 M 2 Unknown Married $60K - $80K Blue 51 4 2 2 14976.0 1463 13513.0 0.635 1599 36 0.565 0.098 1.2511e-04 0.99987000
720688158 Existing Customer 37 F 3 High School Single Less than $40K Blue 25 3 2 4 2282.0 0 2282.0 0.741 2751 68 0.659 0.000 3.2942e-04 0.99967000
719902908 Attrited Customer 51 M 3 Unknown Married $80K - $120K Blue 36 3 3 3 5130.0 0 5130.0 0.407 1434 31 0.292 0.000 9.9711e-01 0.00288892
771682533 Existing Customer 43 F 3 Unknown Married Less than $40K Blue 31 4 3 2 5702.0 0 5702.0 0.773 3928 75 0.744 0.000 2.0516e-04 0.99979000
708193008 Existing Customer 41 M 4 Uneducated Single $80K - $120K Blue 30 3 3 4 14480.0 0 14480.0 0.703 1616 43 0.654 0.000 5.5640e-04 0.99944000
772449858 Existing Customer 51 M 3 Graduate Divorced $40K - $60K Blue 41 5 3 4 7570.0 1388 6182.0 0.909 3849 70 0.591 0.183 5.3543e-04 0.99946000
715992558 Existing Customer 52 M 2 Doctorate Married $80K - $120K Blue 38 4 2 2 12878.0 1628 11250.0 0.542 1968 59 0.735 0.126 1.6471e-04 0.99984000
708502908 Existing Customer 61 M 2 High School Single $60K - $80K Silver 48 5 2 3 26218.0 0 26218.0 0.740 3925 88 0.833 0.000 1.6815e-04 0.99983000
720132258 Existing Customer 49 M 3 Post-Graduate Single $120K + Silver 36 6 1 5 34516.0 1323 33193.0 0.934 3422 78 0.529 0.038 3.0168e-04 0.99970000
708704433 Existing Customer 36 F 3 High School Single Unknown Blue 23 6 3 4 2804.0 2090 714.0 1.248 2812 77 1.081 0.745 5.2052e-04 0.99948000
720906033 Existing Customer 35 M 1 Graduate Married $40K - $60K Blue 25 5 4 4 5801.0 1176 4625.0 1.120 2987 52 0.857 0.203 5.8531e-04 0.99941000
719961183 Existing Customer 63 F 0 High School Married Less than $40K Blue 53 5 3 2 2271.0 1278 993.0 0.375 1550 33 0.650 0.563 1.5005e-04 0.99985000
718838808 Existing Customer 36 F 1 Post-Graduate Married Less than $40K Blue 23 6 3 3 3107.0 2354 753.0 1.248 2720 48 1.182 0.758 3.3411e-04 0.99967000
710268858 Existing Customer 33 F 4 Graduate Single Less than $40K Blue 22 5 1 2 2001.0 1217 784.0 0.775 3162 99 0.707 0.608 5.7762e-05 0.99994000
788360283 Existing Customer 33 M 1 Graduate Single $80K - $120K Blue 26 4 1 0 1438.3 0 1438.3 0.865 2557 55 0.618 0.000 1.9069e-05 0.99998000
717914808 Existing Customer 65 M 1 High School Single Unknown Blue 36 4 3 5 4465.0 703 3762.0 1.026 4044 66 0.650 0.157 8.1456e-04 0.99919000
802884933 Existing Customer 61 M 1 Graduate Married $60K - $80K Blue 55 6 2 3 3264.0 1348 1916.0 0.756 1665 32 0.524 0.413 1.7969e-04 0.99982000
714436383 Existing Customer 44 M 4 Graduate Unknown $80K - $120K Blue 34 4 3 2 26856.0 0 26856.0 0.581 4222 75 0.471 0.000 1.8864e-04 0.99981000
718785483 Existing Customer 38 M 1 Doctorate Single $80K - $120K Silver 29 6 3 3 34516.0 1435 33081.0 1.130 4238 85 0.809 0.042 3.7126e-04 0.99963000
708816408 Existing Customer 41 M 4 Uneducated Single $80K - $120K Blue 32 4 6 3 21756.0 0 21756.0 0.817 3063 71 0.511 0.000 2.5751e-04 0.99974000
715363908 Existing Customer 44 F 4 Uneducated Married Less than $40K Blue 26 4 1 2 4726.0 1551 3175.0 0.544 3658 70 0.628 0.328 5.9391e-05 0.99994000
709163358 Attrited Customer 41 M 5 Unknown Single $60K - $80K Gold 32 2 3 4 34516.0 2517 31999.0 0.465 1727 35 0.458 0.073 9.9852e-01 0.00147930
827643858 Existing Customer 45 F 2 Unknown Single Less than $40K Blue 41 6 2 2 5596.0 0 5596.0 0.833 3212 64 0.422 0.000 1.2511e-04 0.99987000
711251133 Existing Customer 37 M 0 Post-Graduate Single $80K - $120K Blue 27 5 2 3 15326.0 0 15326.0 1.159 2990 55 0.964 0.000 1.9330e-04 0.99981000
716896833 Existing Customer 51 M 1 Unknown Single $80K - $120K Blue 38 3 1 4 11373.0 1319 10054.0 0.693 1976 35 0.750 0.116 1.6305e-04 0.99984000
789193383 Existing Customer 65 M 0 Uneducated Single Less than $40K Blue 54 3 1 5 2644.0 1691 953.0 0.755 3495 70 0.628 0.640 2.4128e-04 0.99976000
712801758 Existing Customer 37 F 1 Graduate Single $40K - $60K Blue 27 6 1 2 2673.0 2517 156.0 0.714 3052 63 0.750 0.942 5.1697e-05 0.99995000
719836083 Existing Customer 54 M 4 Unknown Married $60K - $80K Blue 36 3 4 2 7477.0 1752 5725.0 0.294 1543 34 0.172 0.234 2.5058e-04 0.99975000
718291233 Existing Customer 46 M 4 Graduate Married $80K - $120K Blue 33 5 1 3 16227.0 917 15310.0 0.479 4314 67 0.634 0.057 9.7154e-05 0.99990000
718682883 Existing Customer 41 M 2 Unknown Single $80K - $120K Blue 34 3 3 1 19110.0 2449 16661.0 1.000 4478 76 0.727 0.128 1.1924e-04 0.99988000
771503958 Existing Customer 49 M 2 Unknown Single $40K - $60K Blue 37 5 1 3 2993.0 1265 1728.0 0.579 4089 72 0.674 0.423 1.0183e-04 0.99990000
771960708 Existing Customer 51 M 2 Graduate Married $80K - $120K Blue 40 3 2 4 3290.0 2461 829.0 0.797 3591 80 0.739 0.748 3.2656e-04 0.99967000
717427983 Existing Customer 50 F 3 High School Single Less than $40K Silver 39 4 3 4 11176.0 2422 8754.0 1.003 2682 64 0.641 0.217 4.7034e-04 0.99953000
712737108 Existing Customer 48 F 4 High School Married Unknown Blue 36 4 1 2 21416.0 0 21416.0 0.702 4221 75 0.923 0.000 5.6153e-05 0.99994000
771599283 Existing Customer 53 M 2 Graduate Married $80K - $120K Blue 41 3 2 5 2492.0 1668 824.0 0.651 1606 32 0.882 0.669 5.6498e-04 0.99944000
717237708 Existing Customer 54 M 2 Post-Graduate Single $60K - $80K Blue 38 3 3 5 14265.0 1878 12387.0 0.847 3982 58 0.871 0.132 1.0502e-03 0.99895000
710703708 Existing Customer 46 F 4 Unknown Single $40K - $60K Silver 35 6 3 2 16985.0 968 16017.0 0.455 2961 56 0.647 0.057 1.8736e-04 0.99981000
712513458 Existing Customer 47 F 4 High School Single Less than $40K Blue 38 4 1 4 7469.0 1899 5570.0 0.999 3150 70 0.489 0.254 1.6112e-04 0.99984000
709690158 Existing Customer 52 F 4 Graduate Married Less than $40K Blue 36 6 1 2 4592.0 2517 2075.0 0.572 1470 33 0.737 0.548 5.7762e-05 0.99994000
709959858 Existing Customer 43 F 4 Graduate Single Less than $40K Blue 32 6 3 4 4341.0 0 4341.0 0.613 3825 63 0.537 0.000 5.4115e-04 0.99946000
720683958 Existing Customer 41 M 4 Uneducated Divorced $80K - $120K Gold 36 6 2 2 34516.0 0 34516.0 0.742 4077 67 0.763 0.000 1.4140e-04 0.99986000
780704358 Existing Customer 34 M 3 Post-Graduate Unknown $60K - $80K Silver 23 4 3 0 27710.0 0 27710.0 0.777 4014 73 0.659 0.000 7.3205e-05 0.99993000
717843783 Existing Customer 33 F 1 College Single Less than $40K Silver 17 4 3 2 13431.0 1583 11848.0 0.621 2338 71 0.690 0.118 1.4832e-04 0.99985000
718318383 Existing Customer 49 M 1 High School Unknown $60K - $80K Blue 36 6 3 4 2645.0 1499 1146.0 0.670 4251 69 0.533 0.567 4.7086e-04 0.99953000
708849858 Existing Customer 44 M 3 Doctorate Single $120K + Blue 35 4 1 5 14028.0 1435 12593.0 0.570 3683 73 0.738 0.102 4.1058e-04 0.99959000
712652283 Existing Customer 36 M 1 Uneducated Divorced $80K - $120K Blue 28 4 1 3 34516.0 774 33742.0 0.989 3030 74 0.805 0.022 8.9404e-05 0.99991000
793461933 Existing Customer 37 M 3 High School Single $80K - $120K Blue 31 4 2 4 5699.0 1006 4693.0 0.734 2835 57 0.900 0.177 3.2942e-04 0.99967000
720084183 Existing Customer 46 M 3 Unknown Divorced $120K + Blue 34 5 2 4 16284.0 0 16284.0 0.889 3018 75 0.500 0.000 3.7246e-04 0.99963000
767114958 Existing Customer 65 M 0 Uneducated Single Less than $40K Blue 56 4 2 2 3226.0 2073 1153.0 1.035 3250 70 0.591 0.643 1.0043e-04 0.99990000
709216533 Existing Customer 52 M 2 College Married $80K - $120K Blue 36 6 3 4 2803.0 778 2025.0 0.550 3142 64 0.561 0.278 5.0168e-04 0.99950000
720897783 Existing Customer 50 M 1 Uneducated Married $120K + Blue 30 6 2 5 34516.0 2010 32506.0 0.594 2776 59 0.735 0.058 5.4528e-04 0.99945000
773503308 Existing Customer 59 M 1 Uneducated Single Less than $40K Blue 53 5 5 4 2192.0 1569 623.0 0.706 4010 79 0.717 0.716 5.5621e-04 0.99944000
719963433 Existing Customer 37 F 3 Unknown Single Unknown Blue 29 3 2 2 8318.0 1945 6373.0 1.487 3676 77 1.139 0.234 1.2982e-04 0.99987000
708139833 Attrited Customer 40 M 3 Graduate Unknown $60K - $80K Blue 30 4 2 3 6391.0 0 6391.0 0.632 2323 44 0.419 0.000 9.9499e-01 0.00501000
710664558 Existing Customer 40 F 3 High School Married Less than $40K Blue 31 5 2 4 4736.0 945 3791.0 0.835 3927 73 0.659 0.200 3.2942e-04 0.99967000
713687508 Existing Customer 59 M 1 Doctorate Single $60K - $80K Blue 49 5 2 4 9944.0 1606 8338.0 0.620 3159 69 0.568 0.162 4.4353e-04 0.99956000
816312633 Existing Customer 52 F 3 College Married $40K - $60K Blue 47 6 3 3 4717.0 0 4717.0 0.563 2349 66 0.347 0.000 3.0519e-04 0.99969000
712019883 Existing Customer 43 F 4 Unknown Unknown Unknown Blue 34 5 3 3 12778.0 1528 11250.0 0.777 3337 69 0.769 0.120 3.4872e-04 0.99965000
718216008 Existing Customer 48 M 3 Graduate Married $60K - $80K Blue 38 5 2 3 16920.0 2157 14763.0 0.629 3275 60 0.500 0.127 1.9864e-04 0.99980000
718345233 Existing Customer 45 F 2 Graduate Unknown Less than $40K Blue 35 6 3 3 3240.0 2517 723.0 0.636 1904 41 0.519 0.777 3.0251e-04 0.99970000
771228183 Existing Customer 30 F 0 Graduate Divorced Less than $40K Blue 17 4 1 3 4704.0 0 4704.0 1.177 3294 87 0.891 0.000 7.9494e-05 0.99992000
789430083 Existing Customer 41 F 5 High School Single $40K - $60K Blue 32 6 1 2 14987.0 1425 13562.0 0.800 4470 83 0.844 0.095 5.5277e-05 0.99994000
779524833 Existing Customer 51 M 1 Unknown Single $80K - $120K Blue 34 4 3 3 3554.0 1563 1991.0 0.893 3640 59 0.735 0.440 3.1211e-04 0.99969000
823621083 Existing Customer 46 M 3 Graduate Married $120K + Blue 42 3 3 4 9227.0 938 8289.0 0.735 3948 74 0.721 0.102 5.3543e-04 0.99946000
715563558 Existing Customer 50 M 1 Unknown Married $120K + Blue 40 3 3 2 7522.0 1057 6465.0 1.197 2533 62 1.138 0.141 1.8558e-04 0.99981000
715424283 Existing Customer 31 F 0 College Married Less than $40K Blue 21 5 2 2 1677.0 0 1677.0 1.369 3059 50 0.613 0.000 9.4960e-05 0.99991000
807209808 Existing Customer 48 M 1 High School Single $60K - $80K Blue 40 6 2 2 2319.0 1630 689.0 0.846 3739 68 0.659 0.703 1.0386e-04 0.99990000
716578158 Existing Customer 39 F 1 Unknown Married Less than $40K Blue 29 6 2 5 2722.0 1592 1130.0 1.319 3205 49 0.633 0.585 5.8291e-04 0.99942000
708911508 Existing Customer 50 F 2 Unknown Married Less than $40K Blue 39 3 3 2 2046.0 0 2046.0 0.936 3446 71 0.578 0.000 1.9771e-04 0.99980000
717332733 Existing Customer 47 M 4 Unknown Single $80K - $120K Silver 37 5 2 4 34516.0 0 34516.0 1.060 2851 80 0.739 0.000 3.4015e-04 0.99966000
710681808 Existing Customer 53 M 3 High School Single $80K - $120K Blue 42 6 3 3 18531.0 1548 16983.0 0.833 2484 52 0.857 0.084 3.0516e-04 0.99969000
708740808 Existing Customer 45 M 4 Graduate Married $40K - $60K Blue 36 5 3 4 4112.0 0 4112.0 0.777 2949 54 1.250 0.000 5.4115e-04 0.99946000
711728208 Existing Customer 46 M 4 Graduate Single $120K + Blue 34 4 1 2 34516.0 0 34516.0 0.991 4143 68 0.659 0.000 5.7762e-05 0.99994000
720562008 Existing Customer 34 M 2 Graduate Single $80K - $120K Silver 22 4 3 3 34516.0 1263 33253.0 0.603 2759 65 0.806 0.037 2.7334e-04 0.99973000
709012083 Existing Customer 39 M 1 Uneducated Married Less than $40K Blue 28 3 3 4 4683.0 2514 2169.0 0.580 2010 45 0.731 0.537 4.9800e-04 0.99950000
771073908 Existing Customer 62 M 0 Unknown Married $40K - $60K Blue 48 4 1 2 1438.3 0 1438.3 0.425 1406 27 0.500 0.000 5.1951e-05 0.99995000
718174908 Existing Customer 53 F 3 Uneducated Married Less than $40K Blue 36 4 3 2 4224.0 2417 1807.0 0.522 1458 29 1.071 0.572 1.9191e-04 0.99981000
709550958 Existing Customer 51 M 3 Graduate Married $60K - $80K Blue 32 3 1 4 7133.0 0 7133.0 0.612 2689 62 0.590 0.000 1.6399e-04 0.99984000
720411183 Existing Customer 34 F 1 High School Single Unknown Blue 22 6 1 0 10253.0 1857 8396.0 1.193 3042 66 0.941 0.181 1.8538e-05 0.99998000
720776508 Existing Customer 44 F 2 Doctorate Single $40K - $60K Blue 25 4 3 2 4210.0 0 4210.0 1.224 4248 65 0.857 0.000 2.6028e-04 0.99974000
755615208 Existing Customer 49 M 3 High School Single $120K + Blue 42 5 3 2 12630.0 1822 10808.0 0.947 4084 66 0.571 0.144 1.8145e-04 0.99982000
708147108 Existing Customer 26 M 0 Graduate Divorced Unknown Blue 36 6 1 3 21084.0 2517 18567.0 0.763 2309 71 0.543 0.119 7.9494e-05 0.99992000
827476983 Attrited Customer 56 F 2 College Single Less than $40K Blue 52 3 5 1 3639.0 2178 1461.0 0.451 1865 42 0.500 0.599 9.9158e-01 0.00842000
716682258 Existing Customer 52 M 1 High School Divorced $120K + Blue 36 4 3 5 31945.0 1591 30354.0 0.711 3650 62 0.676 0.050 8.1456e-04 0.99919000
708563433 Attrited Customer 65 F 0 High School Single Unknown Blue 56 3 6 3 5894.0 477 5417.0 1.015 1616 32 0.455 0.081 9.9501e-01 0.00499338
772277508 Existing Customer 65 F 1 Unknown Single Less than $40K Blue 54 4 2 2 2209.0 0 2209.0 1.299 3292 52 0.857 0.000 1.1743e-04 0.99988000
712515558 Existing Customer 35 M 1 College Single $60K - $80K Blue 26 3 2 3 23447.0 1515 21932.0 0.622 2834 77 0.638 0.065 1.7470e-04 0.99983000
719342808 Existing Customer 48 M 3 Graduate Single $80K - $120K Blue 30 4 2 3 4180.0 688 3492.0 0.747 3750 76 0.727 0.165 1.9864e-04 0.99980000
788957358 Existing Customer 53 F 1 Graduate Single $40K - $60K Blue 39 3 3 2 4930.0 2227 2703.0 0.801 4224 77 0.791 0.452 1.6883e-04 0.99983000
778386033 Existing Customer 38 M 3 Uneducated Married $60K - $80K Blue 18 6 3 4 3417.0 1749 1668.0 0.570 2068 34 0.619 0.512 5.5052e-04 0.99945000
820060758 Existing Customer 50 F 1 College Single Less than $40K Blue 45 4 2 4 4785.0 1965 2820.0 0.800 3651 59 0.553 0.411 2.9801e-04 0.99970000
713271708 Existing Customer 46 M 3 Uneducated Married Less than $40K Silver 33 5 2 2 12685.0 0 12685.0 0.674 4454 74 0.574 0.000 1.0973e-04 0.99989000
720555483 Existing Customer 48 M 3 Graduate Single $80K - $120K Blue 35 3 3 3 21374.0 0 21374.0 0.631 4100 79 0.681 0.000 3.1390e-04 0.99969000
709405758 Existing Customer 36 M 2 Graduate Married $60K - $80K Blue 28 4 3 2 1911.0 1217 694.0 0.363 1965 49 0.256 0.637 1.7987e-04 0.99982000
769463433 Existing Customer 41 F 2 Post-Graduate Single Less than $40K Blue 35 6 3 2 8666.0 0 8666.0 0.682 3593 71 0.578 0.000 2.1165e-04 0.99979000
786087633 Existing Customer 60 M 0 Unknown Married $60K - $80K Blue 54 4 1 0 2759.0 2501 258.0 0.505 1650 34 0.700 0.906 1.9163e-05 0.99998000
738627708 Attrited Customer 49 F 2 Unknown Single Unknown Blue 41 5 3 4 5984.0 0 5984.0 0.551 1838 42 0.556 0.000 9.9824e-01 0.00175907
719527833 Existing Customer 45 F 4 High School Unknown Unknown Blue 36 6 3 3 23000.0 1097 21903.0 1.095 3886 70 0.667 0.048 3.0842e-04 0.99969000
715921758 Existing Customer 36 M 2 College Single $60K - $80K Blue 25 5 3 2 1438.3 0 1438.3 0.579 2882 68 0.619 0.000 1.7488e-04 0.99983000
717280158 Existing Customer 49 M 3 Graduate Married Less than $40K Blue 36 3 3 5 2976.0 1817 1159.0 0.739 3332 60 0.667 0.611 9.2621e-04 0.99907000
714179658 Existing Customer 43 M 3 High School Single $120K + Blue 36 3 1 3 34516.0 0 34516.0 0.852 1996 48 0.548 0.000 9.3448e-05 0.99991000
806637558 Existing Customer 58 M 1 High School Married $60K - $80K Blue 53 5 2 5 1438.3 0 1438.3 0.425 1539 40 0.600 0.000 5.1556e-04 0.99948000
714828708 Existing Customer 46 M 0 High School Divorced $80K - $120K Blue 36 3 1 4 16099.0 0 16099.0 0.562 3656 88 0.760 0.000 1.3184e-04 0.99987000
711989358 Existing Customer 50 M 2 Graduate Single $80K - $120K Blue 36 4 2 1 19595.0 1187 18408.0 0.875 3811 62 0.824 0.061 6.8640e-05 0.99993000
720188508 Existing Customer 43 M 4 Graduate Single $60K - $80K Blue 25 3 2 4 13193.0 1749 11444.0 0.671 4071 64 0.730 0.133 3.4248e-04 0.99966000
719528958 Existing Customer 57 F 3 College Single $40K - $60K Blue 36 3 1 3 8184.0 1508 6676.0 0.789 4134 71 0.821 0.184 9.3457e-05 0.99991000
713110908 Existing Customer 30 M 1 Unknown Married Less than $40K Blue 13 3 6 5 2607.0 1966 641.0 0.650 1719 45 0.607 0.754 7.2710e-04 0.99927000
721179708 Existing Customer 48 F 2 Unknown Married Less than $40K Blue 37 4 2 3 5758.0 0 5758.0 0.433 4422 76 0.407 0.000 2.1042e-04 0.99979000
716363658 Existing Customer 51 M 2 Doctorate Single $120K + Blue 36 4 2 5 25873.0 582 25291.0 0.769 3920 84 0.647 0.022 8.1741e-04 0.99918000
711443808 Existing Customer 46 M 2 Unknown Divorced $60K - $80K Blue 37 6 1 1 2695.0 1657 1038.0 0.813 4068 53 0.963 0.615 3.6508e-05 0.99996000
778952058 Existing Customer 46 M 3 College Married $80K - $120K Blue 32 4 2 5 20860.0 1496 19364.0 0.816 3435 56 0.697 0.072 5.6998e-04 0.99943000
713642133 Existing Customer 45 M 4 Unknown Married $40K - $60K Blue 30 6 3 3 1892.0 1049 843.0 1.122 4558 60 1.609 0.554 3.4872e-04 0.99965000
778908783 Existing Customer 52 M 3 College Married $80K - $120K Blue 33 3 3 4 27751.0 1018 26733.0 0.426 1427 25 0.667 0.037 5.2057e-04 0.99948000
778170633 Existing Customer 48 M 5 Graduate Married $80K - $120K Blue 38 6 2 2 34516.0 657 33859.0 0.723 3661 71 0.868 0.019 1.1751e-04 0.99988000
714670533 Existing Customer 47 M 3 Unknown Single $80K - $120K Blue 37 3 1 5 24580.0 2517 22063.0 0.509 3069 62 0.771 0.102 3.1189e-04 0.99969000
771833433 Attrited Customer 49 M 2 High School Married $80K - $120K Blue 38 3 2 4 29893.0 0 29893.0 0.519 2063 48 0.846 0.000 9.9686e-01 0.00313909
772758783 Existing Customer 43 M 1 Unknown Married $80K - $120K Blue 33 5 1 5 21165.0 735 20430.0 0.624 3343 60 0.667 0.035 2.8213e-04 0.99972000
788959758 Existing Customer 47 F 4 Uneducated Single $40K - $60K Blue 33 3 2 1 9148.0 561 8587.0 0.774 3451 59 0.967 0.061 7.4017e-05 0.99993000
716878533 Existing Customer 55 M 2 Unknown Married $80K - $120K Blue 46 4 1 1 10979.0 1889 9090.0 0.475 1425 33 0.500 0.172 3.6508e-05 0.99996000
713267133 Existing Customer 41 F 5 Post-Graduate Married Less than $40K Blue 33 3 1 2 6519.0 851 5668.0 0.679 3088 65 0.711 0.131 6.6908e-05 0.99993000
716263533 Existing Customer 44 M 5 High School Married $80K - $120K Blue 36 3 2 2 2509.0 1464 1045.0 1.250 3166 72 0.946 0.583 1.1423e-04 0.99989000
719026383 Existing Customer 35 F 2 Uneducated Married Less than $40K Blue 36 3 1 3 2664.0 0 2664.0 1.071 3135 59 0.903 0.000 9.5249e-05 0.99990000
821755233 Existing Customer 40 F 2 Unknown Married Unknown Blue 28 5 5 2 14999.0 1123 13876.0 0.539 3441 69 0.468 0.075 2.2083e-04 0.99978000
709683633 Existing Customer 32 F 1 High School Single Less than $40K Silver 13 4 1 2 10332.0 948 9384.0 0.843 2914 67 0.763 0.092 4.5410e-05 0.99995000
714318033 Existing Customer 50 M 4 Unknown Married $60K - $80K Blue 36 5 1 4 10226.0 1638 8588.0 1.053 3321 57 1.036 0.160 1.8218e-04 0.99982000
828291858 Attrited Customer 38 M 3 College Single $60K - $80K Blue 34 6 3 4 12050.0 1821 10229.0 0.630 2381 40 0.481 0.151 9.9808e-01 0.00191630
779647608 Existing Customer 39 M 2 High School Single $120K + Blue 22 5 2 2 26124.0 0 26124.0 0.735 4199 92 0.586 0.000 1.1065e-04 0.99989000
787605558 Existing Customer 48 F 3 Graduate Divorced Less than $40K Blue 31 6 2 2 9816.0 0 9816.0 0.673 3489 81 0.528 0.000 1.1811e-04 0.99988000
771534408 Existing Customer 52 F 2 College Single Less than $40K Blue 40 4 3 3 2783.0 2379 404.0 0.912 3897 74 1.000 0.855 2.9411e-04 0.99971000
716219808 Existing Customer 49 M 3 Graduate Unknown $60K - $80K Blue 36 5 2 3 15942.0 0 15942.0 0.723 1742 41 0.323 0.000 1.9864e-04 0.99980000
715690908 Existing Customer 46 F 3 Graduate Single Less than $40K Silver 39 4 3 2 12222.0 1260 10962.0 1.138 3418 78 0.733 0.103 1.6865e-04 0.99983000
789125733 Existing Customer 38 F 4 Doctorate Married Less than $40K Blue 26 4 2 4 4002.0 1402 2600.0 0.579 2114 53 0.514 0.350 4.9554e-04 0.99950000
717271983 Existing Customer 60 M 0 College Single $80K - $120K Silver 53 6 3 2 34516.0 1388 33128.0 0.791 3261 64 0.684 0.040 1.3560e-04 0.99986000
709695333 Existing Customer 48 M 2 High School Single $80K - $120K Blue 36 3 2 4 10227.0 1695 8532.0 0.875 3577 82 0.783 0.166 3.1746e-04 0.99968000
712233183 Existing Customer 45 F 2 Graduate Single Less than $40K Blue 34 3 3 1 4265.0 1622 2643.0 0.708 3244 62 0.879 0.380 1.0848e-04 0.99989000
716645883 Existing Customer 47 M 2 Unknown Unknown $60K - $80K Blue 36 3 2 2 13867.0 0 13867.0 0.659 4297 68 0.744 0.000 1.2511e-04 0.99987000
711762408 Existing Customer 43 M 2 Doctorate Divorced $40K - $60K Blue 34 4 1 2 2243.0 0 2243.0 0.697 4023 63 0.750 0.000 7.9702e-05 0.99992000
818305008 Existing Customer 41 F 2 Graduate Married $40K - $60K Blue 36 6 1 3 11239.0 1375 9864.0 0.940 3978 89 0.780 0.122 9.2637e-05 0.99991000
788159433 Existing Customer 53 M 2 Unknown Single $60K - $80K Blue 45 5 1 2 22558.0 818 21740.0 0.987 3855 70 0.591 0.036 6.0540e-05 0.99994000
709104333 Existing Customer 50 M 5 Post-Graduate Married $120K + Silver 36 5 2 4 34516.0 891 33625.0 0.926 2687 64 0.778 0.026 3.5844e-04 0.99964000
708112008 Existing Customer 56 M 2 Graduate Married $80K - $120K Blue 36 4 2 3 23510.0 1049 22461.0 0.438 1661 35 0.296 0.045 1.9143e-04 0.99981000
714731208 Existing Customer 63 F 0 Uneducated Unknown $40K - $60K Blue 55 6 2 2 1651.0 1433 218.0 0.985 4050 58 0.611 0.868 1.0043e-04 0.99990000
710006958 Existing Customer 53 F 1 High School Single Less than $40K Blue 41 6 2 2 8693.0 796 7897.0 0.864 4755 69 0.533 0.092 1.0386e-04 0.99990000
815062383 Existing Customer 35 F 2 High School Married Less than $40K Blue 30 3 3 1 4549.0 1193 3356.0 0.445 1914 33 0.500 0.262 1.0545e-04 0.99989000
778447908 Existing Customer 51 M 2 College Married $80K - $120K Blue 33 3 1 2 3558.0 0 3558.0 0.570 4136 65 0.912 0.000 5.3547e-05 0.99995000
720725058 Attrited Customer 51 F 1 Graduate Single Less than $40K Blue 37 1 3 4 7176.0 0 7176.0 0.450 1375 33 0.650 0.000 9.9794e-01 0.00205937
803415183 Existing Customer 44 M 3 Unknown Single $80K - $120K Silver 38 3 3 1 34516.0 657 33859.0 0.641 4614 76 0.689 0.019 1.1180e-04 0.99989000
708582858 Existing Customer 38 M 3 Graduate Single $60K - $80K Blue 25 3 3 4 18293.0 0 18293.0 0.571 2958 63 0.432 0.000 5.3543e-04 0.99946000
779833908 Existing Customer 40 F 2 Graduate Divorced Unknown Blue 23 6 2 1 18332.0 1376 16956.0 0.600 4095 67 0.675 0.075 6.8640e-05 0.99993000
818687958 Existing Customer 48 M 2 Graduate Divorced $80K - $120K Blue 43 5 3 2 6383.0 1436 4947.0 0.845 4462 88 0.660 0.225 1.7987e-04 0.99982000
708714108 Existing Customer 42 F 3 High School Single Less than $40K Silver 31 5 2 3 13441.0 2517 10924.0 0.734 1894 49 0.633 0.187 1.7449e-04 0.99983000
754872333 Existing Customer 50 M 2 Graduate Married $120K + Blue 43 3 1 3 20114.0 0 20114.0 0.820 4740 88 0.796 0.000 9.2637e-05 0.99991000
718637208 Existing Customer 54 F 2 Graduate Single Less than $40K Blue 43 3 2 1 2019.0 1387 632.0 0.560 1689 36 0.714 0.687 6.8640e-05 0.99993000
816772908 Existing Customer 38 M 3 High School Single $60K - $80K Silver 33 6 1 2 34516.0 1793 32723.0 0.767 4533 78 0.472 0.052 5.0201e-05 0.99995000
711935283 Attrited Customer 55 M 5 Post-Graduate Single $80K - $120K Blue 47 3 1 4 1438.3 0 1438.3 0.414 1427 36 0.333 0.000 9.9482e-01 0.00518000
716950758 Attrited Customer 46 M 4 High School Married $60K - $80K Blue 36 1 3 2 8017.0 0 8017.0 0.559 1657 43 0.654 0.000 9.9458e-01 0.00542000
716497908 Existing Customer 49 F 1 Doctorate Married Unknown Blue 36 3 1 2 8519.0 0 8519.0 0.873 3698 65 0.625 0.000 7.4811e-05 0.99993000
809358708 Existing Customer 38 M 3 Unknown Single $80K - $120K Blue 33 6 2 2 34516.0 2135 32381.0 0.488 3514 63 0.703 0.062 1.2982e-04 0.99987000
716037708 Existing Customer 50 M 0 Uneducated Divorced $60K - $80K Blue 39 6 3 3 9474.0 1021 8453.0 0.557 3240 54 0.588 0.108 2.6692e-04 0.99973000
717804783 Existing Customer 40 F 3 Graduate Single Less than $40K Blue 27 5 3 4 6587.0 824 5763.0 1.262 4160 70 0.842 0.125 5.3543e-04 0.99946000
715338783 Existing Customer 32 M 1 High School Single $60K - $80K Blue 36 4 2 2 2999.0 0 2999.0 0.812 3018 80 0.778 0.000 1.0386e-04 0.99990000
779645658 Existing Customer 49 M 3 Graduate Single $60K - $80K Blue 32 3 1 4 7154.0 1472 5682.0 1.002 3607 59 0.735 0.206 1.6399e-04 0.99984000
787565433 Existing Customer 53 M 2 Post-Graduate Married $80K - $120K Blue 43 4 2 4 4039.0 1397 2642.0 0.396 1494 36 0.286 0.346 3.8424e-04 0.99962000
717287883 Existing Customer 57 M 3 Graduate Married $80K - $120K Blue 46 6 2 3 5516.0 2517 2999.0 0.473 1532 24 0.500 0.456 1.9864e-04 0.99980000
715746633 Existing Customer 64 F 0 Graduate Single Less than $40K Blue 54 3 1 2 5577.0 689 4888.0 0.985 4256 70 1.121 0.124 4.7263e-05 0.99995000
720635883 Existing Customer 34 M 3 Unknown Unknown $80K - $120K Blue 24 6 3 3 8628.0 1500 7128.0 0.688 2902 60 0.818 0.174 3.4503e-04 0.99965000
710077008 Existing Customer 43 M 2 Uneducated Single $120K + Blue 33 5 3 1 30137.0 1368 28769.0 0.721 3522 74 0.897 0.045 1.1153e-04 0.99989000
804437658 Existing Customer 42 F 3 Doctorate Married Less than $40K Blue 36 4 2 1 9778.0 2154 7624.0 0.500 3413 66 0.692 0.220 1.0307e-04 0.99990000
780000258 Existing Customer 48 M 3 Uneducated Single $120K + Blue 38 4 2 5 20912.0 0 20912.0 0.725 4172 84 0.787 0.000 6.0278e-04 0.99940000
825785508 Existing Customer 49 M 3 High School Single $120K + Blue 45 3 2 2 14699.0 1049 13650.0 0.534 4890 64 0.561 0.071 1.1482e-04 0.99989000
720252858 Existing Customer 57 M 3 College Single $60K - $80K Blue 36 6 3 2 10350.0 0 10350.0 0.826 3396 63 0.800 0.000 1.8146e-04 0.99982000
710017758 Existing Customer 44 M 4 Graduate Single $40K - $60K Blue 36 5 2 3 11346.0 0 11346.0 0.665 3784 67 0.457 0.000 2.0077e-04 0.99980000
711750183 Existing Customer 63 F 2 Graduate Single Less than $40K Gold 55 4 1 3 15987.0 1345 14642.0 0.729 3640 56 0.867 0.084 1.0673e-04 0.99989000
718364283 Existing Customer 43 M 3 Graduate Single $60K - $80K Blue 30 3 2 4 19711.0 0 19711.0 1.037 3602 72 1.000 0.000 3.3886e-04 0.99966000
711638658 Existing Customer 33 M 4 High School Single $40K - $60K Blue 25 4 1 1 8650.0 1929 6721.0 0.777 2878 63 1.032 0.223 3.3863e-05 0.99997000
711046383 Existing Customer 55 M 2 Graduate Single $80K - $120K Silver 36 5 1 1 34516.0 1316 33200.0 0.818 3542 60 0.714 0.038 3.0011e-05 0.99997000
720877083 Existing Customer 50 M 2 Graduate Married $80K - $120K Blue 36 6 1 2 9748.0 1354 8394.0 0.893 3323 66 0.833 0.139 5.5077e-05 0.99994000
715662258 Existing Customer 49 F 3 Unknown Unknown Less than $40K Blue 36 3 1 2 2454.0 2060 394.0 0.804 3777 75 0.596 0.839 6.2820e-05 0.99994000
715570533 Attrited Customer 48 M 3 Post-Graduate Unknown $120K + Blue 35 2 2 6 34516.0 0 34516.0 0.464 1632 44 0.333 0.000 9.9918e-01 0.00082469
758202858 Existing Customer 47 F 3 High School Unknown Less than $40K Blue 40 4 2 4 4255.0 1681 2574.0 0.650 3453 72 0.500 0.395 3.2942e-04 0.99967000
712872183 Existing Customer 35 F 4 Uneducated Single Less than $40K Blue 24 4 2 2 3271.0 1367 1904.0 0.704 2464 92 1.000 0.418 1.2274e-04 0.99988000
710014683 Existing Customer 31 F 0 Graduate Single Less than $40K Blue 20 3 3 2 3480.0 724 2756.0 0.722 2807 65 0.806 0.208 1.5435e-04 0.99985000
716934333 Existing Customer 50 M 3 Uneducated Single $80K - $120K Blue 40 3 1 4 13306.0 2458 10848.0 0.516 3556 68 0.581 0.185 1.6861e-04 0.99983000
778523733 Existing Customer 38 M 3 Graduate Single $80K - $120K Blue 31 6 1 2 13637.0 0 13637.0 0.566 3625 73 0.659 0.000 5.7151e-05 0.99994000
716353083 Existing Customer 39 M 3 Graduate Single $60K - $80K Blue 29 4 2 3 6733.0 1028 5705.0 0.553 4444 72 0.565 0.153 1.9864e-04 0.99980000
753642933 Existing Customer 52 F 3 High School Single Less than $40K Blue 45 3 3 0 2728.0 1365 1363.0 0.648 4293 83 0.976 0.500 6.6935e-05 0.99993000
708151008 Existing Customer 49 F 4 Graduate Married $40K - $60K Blue 41 5 1 2 6250.0 644 5606.0 1.060 2433 41 1.158 0.103 5.7762e-05 0.99994000
789646158 Existing Customer 49 M 4 Uneducated Married $40K - $60K Blue 33 5 1 3 3653.0 881 2772.0 0.846 3297 66 0.692 0.241 9.9893e-05 0.99990000
712423233 Existing Customer 44 M 3 High School Divorced $60K - $80K Blue 36 4 3 1 22919.0 1368 21551.0 0.942 3752 71 0.919 0.060 1.0943e-04 0.99989000
719806233 Existing Customer 36 M 1 Graduate Single $120K + Blue 20 3 2 2 34516.0 0 34516.0 0.531 2686 59 0.788 0.000 1.0684e-04 0.99989000
786509358 Existing Customer 44 M 3 Unknown Married $80K - $120K Blue 38 3 1 4 4198.0 1782 2416.0 1.526 2051 36 1.000 0.424 1.8025e-04 0.99982000
711502908 Existing Customer 44 M 3 Graduate Single $60K - $80K Blue 39 6 2 2 7532.0 0 7532.0 0.476 3550 68 0.619 0.000 1.1811e-04 0.99988000
748617858 Existing Customer 35 M 5 Uneducated Single $60K - $80K Blue 28 4 2 3 4587.0 1704 2883.0 0.903 2968 65 0.806 0.371 2.0321e-04 0.99980000
721532583 Attrited Customer 45 M 4 Graduate Married $80K - $120K Blue 36 5 3 4 12250.0 2165 10085.0 0.641 1995 39 0.696 0.177 9.9816e-01 0.00184351
789244308 Existing Customer 56 M 4 College Single $80K - $120K Blue 41 6 1 4 17753.0 1899 15854.0 0.851 3986 64 0.730 0.107 1.6114e-04 0.99984000
709330383 Existing Customer 37 F 1 Graduate Single Less than $40K Silver 19 4 3 3 12535.0 2049 10486.0 0.683 3283 74 0.609 0.163 2.5657e-04 0.99974000
719136183 Existing Customer 48 F 3 Uneducated Married Less than $40K Blue 38 6 1 3 3541.0 1444 2097.0 0.664 3410 69 0.683 0.408 9.8837e-05 0.99990000
716939358 Existing Customer 43 F 3 Graduate Divorced Unknown Blue 33 6 3 4 14622.0 0 14622.0 0.959 4632 67 0.457 0.000 5.3543e-04 0.99946000
778155558 Existing Customer 45 M 3 Unknown Married $80K - $120K Blue 38 3 1 2 23973.0 0 23973.0 0.779 3560 71 0.511 0.000 6.2820e-05 0.99994000
713461533 Existing Customer 54 M 3 Graduate Single $80K - $120K Blue 38 4 2 1 29200.0 1310 27890.0 1.092 3042 73 1.028 0.045 7.1226e-05 0.99993000
803776533 Existing Customer 46 M 2 Post-Graduate Single $60K - $80K Blue 41 3 3 2 10077.0 0 10077.0 0.639 2118 52 0.576 0.000 2.1165e-04 0.99979000
714857508 Existing Customer 44 F 4 Doctorate Married Unknown Blue 36 5 2 4 8667.0 1775 6892.0 0.729 3939 69 0.533 0.205 4.9554e-04 0.99950000
720348933 Existing Customer 44 M 3 Graduate Single $60K - $80K Blue 31 4 3 4 12871.0 758 12113.0 0.778 3060 60 1.069 0.059 5.3543e-04 0.99946000
721158108 Existing Customer 38 M 2 Graduate Single $60K - $80K Blue 30 3 2 4 2346.0 0 2346.0 0.394 3982 72 0.532 0.000 3.2656e-04 0.99967000
789043008 Existing Customer 55 F 2 Post-Graduate Divorced Less than $40K Blue 43 4 2 4 9919.0 0 9919.0 0.496 2058 70 0.842 0.000 3.8424e-04 0.99962000
713362158 Existing Customer 50 M 3 Unknown Single $120K + Blue 33 4 1 4 17087.0 0 17087.0 0.761 3519 70 0.591 0.000 1.8025e-04 0.99982000
712623258 Attrited Customer 42 F 3 Graduate Married Less than $40K Blue 36 2 3 3 5505.0 2517 2988.0 0.729 2272 42 0.448 0.457 9.9683e-01 0.00317458
708494583 Existing Customer 49 F 3 Uneducated Divorced Less than $40K Blue 36 4 1 3 1902.0 0 1902.0 0.693 3731 53 0.893 0.000 9.8837e-05 0.99990000
718394658 Existing Customer 31 F 0 Graduate Single Less than $40K Blue 22 3 1 1 4254.0 2464 1790.0 0.764 2366 62 0.722 0.579 2.8501e-05 0.99997000
719398158 Existing Customer 51 M 2 Unknown Unknown $80K - $120K Blue 39 6 1 3 9854.0 1886 7968.0 0.921 3912 76 0.949 0.191 1.0183e-04 0.99990000
711885258 Existing Customer 47 F 4 High School Married Less than $40K Blue 31 5 3 4 7711.0 988 6723.0 0.884 2078 42 0.680 0.128 5.2608e-04 0.99947000
789161358 Existing Customer 30 F 0 Graduate Married Less than $40K Blue 19 3 1 4 3213.0 2517 696.0 1.275 2666 46 1.000 0.783 1.3562e-04 0.99986000
787581858 Existing Customer 46 M 2 Unknown Unknown $120K + Blue 37 3 2 4 3132.0 1466 1666.0 0.689 3612 59 0.595 0.468 3.5894e-04 0.99964000
779198133 Existing Customer 45 F 3 High School Divorced Less than $40K Blue 33 3 3 2 9977.0 2088 7889.0 0.650 3530 61 0.743 0.209 1.8145e-04 0.99982000
708314808 Existing Customer 53 F 2 College Married Unknown Blue 41 5 1 3 5659.0 1393 4266.0 0.436 1570 40 0.600 0.246 9.0064e-05 0.99991000
720508233 Attrited Customer 62 M 0 Unknown Single $40K - $60K Silver 42 3 4 4 17161.0 0 17161.0 0.552 1898 42 0.556 0.000 9.9812e-01 0.00187699
717134058 Existing Customer 65 F 1 Unknown Single Unknown Blue 36 5 1 2 5018.0 1131 3887.0 0.624 4028 81 0.800 0.225 5.6825e-05 0.99994000
783366483 Existing Customer 44 F 3 Unknown Married Unknown Blue 38 4 3 3 11474.0 1063 10411.0 0.686 3242 74 0.451 0.093 3.4503e-04 0.99965000
715412583 Existing Customer 51 M 3 Post-Graduate Married $40K - $60K Blue 36 6 1 4 7925.0 1445 6480.0 0.750 3815 65 0.806 0.182 1.9296e-04 0.99981000
719562108 Existing Customer 28 F 0 Uneducated Single Less than $40K Silver 20 6 3 3 12793.0 1650 11143.0 0.783 2671 67 0.763 0.129 2.4118e-04 0.99976000
754457883 Existing Customer 49 M 2 Unknown Single Less than $40K Blue 42 4 2 2 4834.0 0 4834.0 0.998 1876 35 1.059 0.000 1.2511e-04 0.99987000
742552683 Existing Customer 44 F 3 High School Married Less than $40K Blue 31 6 2 5 1438.3 688 750.3 0.976 4208 86 0.720 0.478 5.6993e-04 0.99943000
711455133 Existing Customer 55 M 3 College Single $120K + Blue 36 5 3 3 12948.0 1839 11109.0 1.113 2481 42 0.680 0.142 3.0519e-04 0.99969000
716387733 Attrited Customer 49 M 4 Graduate Single $60K - $80K Blue 36 1 4 5 5662.0 1484 4178.0 0.434 1693 25 0.250 0.262 9.9912e-01 0.00088231
772571508 Existing Customer 34 F 2 High School Single Less than $40K Blue 24 4 1 0 2799.0 0 2799.0 0.696 2311 43 0.654 0.000 1.9750e-05 0.99998000
718815108 Existing Customer 50 M 2 Unknown Married $80K - $120K Blue 38 3 3 1 6030.0 1315 4715.0 0.623 3420 81 0.841 0.218 1.1924e-04 0.99988000
719266158 Existing Customer 42 M 2 Graduate Divorced $80K - $120K Blue 35 5 3 1 6779.0 1359 5420.0 0.737 3434 65 0.512 0.200 1.0848e-04 0.99989000
720708183 Existing Customer 53 F 1 Uneducated Divorced $40K - $60K Silver 36 5 1 1 15248.0 1242 14006.0 0.725 4758 83 0.456 0.081 2.8963e-05 0.99997000
767523933 Existing Customer 53 M 3 High School Single $60K - $80K Blue 45 4 1 0 15583.0 0 15583.0 0.873 3938 69 1.091 0.000 2.0494e-05 0.99998000
797466033 Existing Customer 32 M 1 High School Married $40K - $60K Blue 26 3 2 3 2576.0 1754 822.0 1.027 2880 69 0.468 0.681 1.7468e-04 0.99983000
771886233 Existing Customer 48 M 1 Unknown Married $60K - $80K Silver 37 6 3 5 25270.0 1090 24180.0 0.819 1941 51 1.318 0.043 8.3218e-04 0.99917000
712612233 Existing Customer 35 M 4 Graduate Single $60K - $80K Blue 22 3 3 3 8717.0 719 7998.0 0.556 2067 59 0.595 0.082 3.1726e-04 0.99968000
716516208 Existing Customer 45 M 4 Graduate Married $80K - $120K Blue 36 4 2 3 1438.3 0 1438.3 0.674 3748 64 0.829 0.000 2.0077e-04 0.99980000
709950858 Existing Customer 45 M 5 College Single $80K - $120K Blue 35 4 2 1 33755.0 2301 31454.0 0.751 3458 71 0.651 0.068 6.8897e-05 0.99993000
779882508 Existing Customer 53 F 2 Unknown Single $40K - $60K Blue 37 5 3 4 7282.0 0 7282.0 0.740 3364 69 0.816 0.000 5.6716e-04 0.99943000
717472833 Existing Customer 42 M 4 Unknown Single $80K - $120K Blue 32 6 3 5 7260.0 713 6547.0 0.833 4253 73 0.780 0.098 1.0289e-03 0.99897000
712665633 Existing Customer 43 F 3 Graduate Married Less than $40K Silver 30 6 1 4 12952.0 1864 11088.0 0.414 3472 51 0.457 0.144 1.4818e-04 0.99985000
709562358 Existing Customer 55 F 2 Unknown Single Less than $40K Blue 43 6 1 5 5353.0 1594 3759.0 0.973 4456 79 0.837 0.298 3.0057e-04 0.99970000
715391433 Existing Customer 38 M 0 Graduate Married $60K - $80K Blue 33 5 4 4 11741.0 1560 10181.0 0.773 2143 41 0.783 0.133 5.3513e-04 0.99946000
708722583 Existing Customer 39 F 4 Uneducated Single Less than $40K Blue 36 5 3 1 2609.0 1656 953.0 0.657 3024 64 0.600 0.635 1.1697e-04 0.99988000
720452508 Existing Customer 51 F 1 College Married Unknown Blue 37 4 3 1 11167.0 0 11167.0 0.622 3848 74 0.762 0.000 9.8992e-05 0.99990000
714566958 Existing Customer 44 M 3 High School Married $80K - $120K Blue 36 4 2 5 20882.0 1420 19462.0 0.857 2291 40 0.600 0.068 5.6993e-04 0.99943000
816084333 Existing Customer 42 M 2 Unknown Single $120K + Gold 37 5 2 2 34516.0 1230 33286.0 0.720 3260 63 1.100 0.036 1.4414e-04 0.99986000
806179683 Existing Customer 63 F 1 College Single $40K - $60K Blue 56 5 3 2 3071.0 2044 1027.0 0.910 4433 68 0.659 0.666 1.6415e-04 0.99984000
806244183 Existing Customer 39 M 2 Graduate Divorced $60K - $80K Blue 34 5 1 4 2267.0 0 2267.0 0.875 4544 84 0.750 0.000 1.5804e-04 0.99984000
787999533 Existing Customer 52 M 2 High School Single $120K + Blue 44 4 2 2 6617.0 2517 4100.0 0.459 3595 68 0.659 0.380 1.1065e-04 0.99989000
718358808 Existing Customer 57 F 2 High School Divorced Less than $40K Blue 50 5 3 5 3276.0 0 3276.0 0.972 3758 61 0.694 0.000 8.6777e-04 0.99913000
718474683 Existing Customer 36 M 0 High School Married $120K + Blue 24 3 3 2 10097.0 2139 7958.0 1.408 3092 67 0.763 0.212 1.5005e-04 0.99985000
716908158 Existing Customer 42 F 3 College Married Less than $40K Blue 36 6 2 1 8260.0 2517 5743.0 1.049 3299 64 0.730 0.305 6.9248e-05 0.99993000
713984208 Existing Customer 52 M 4 Graduate Married $40K - $60K Blue 33 5 2 1 5776.0 874 4902.0 0.894 4029 72 0.636 0.151 7.1987e-05 0.99993000
713013483 Existing Customer 40 F 4 Graduate Divorced Less than $40K Blue 36 5 3 3 1438.3 915 523.3 0.464 3754 58 0.611 0.636 3.1726e-04 0.99968000
754599558 Existing Customer 40 F 3 College Single Less than $40K Blue 33 5 3 1 7207.0 2002 5205.0 0.828 3825 70 0.707 0.278 1.0944e-04 0.99989000
788739633 Attrited Customer 38 M 1 Unknown Married $120K + Blue 16 3 1 4 2106.0 238 1868.0 0.610 2136 40 0.905 0.113 9.9391e-01 0.00609000
712411908 Existing Customer 44 M 3 High School Married $60K - $80K Blue 34 4 2 5 21158.0 0 21158.0 0.633 4071 67 0.811 0.000 5.6993e-04 0.99943000
717538683 Existing Customer 43 M 3 Graduate Married $120K + Blue 36 3 2 2 22906.0 1132 21774.0 0.942 3204 64 0.730 0.049 1.1811e-04 0.99988000
709447908 Existing Customer 45 M 2 Graduate Married $60K - $80K Blue 33 4 3 4 2648.0 2309 339.0 1.006 3281 63 0.853 0.872 5.1600e-04 0.99948000
816834933 Existing Customer 34 F 4 Graduate Single Unknown Silver 29 6 2 2 30702.0 673 30029.0 0.721 2652 64 0.524 0.022 1.0786e-04 0.99989000
718963158 Existing Customer 49 M 1 Unknown Single $120K + Blue 40 5 3 1 34516.0 0 34516.0 0.759 3230 64 0.561 0.000 1.1192e-04 0.99989000
714358008 Existing Customer 53 F 1 College Divorced Unknown Blue 36 3 1 3 17054.0 0 17054.0 0.673 4659 72 0.600 0.000 8.4537e-05 0.99992000
720758808 Attrited Customer 38 M 3 College Single $60K - $80K Blue 18 5 1 5 16317.0 0 16317.0 0.566 1995 54 0.929 0.000 9.9639e-01 0.00361075
708255633 Existing Customer 36 M 1 Graduate Single $80K - $120K Blue 27 3 2 4 3761.0 1710 2051.0 0.627 3240 65 0.585 0.455 3.0653e-04 0.99969000
716101308 Existing Customer 48 M 3 Unknown Married $40K - $60K Blue 35 6 3 4 2173.0 0 2173.0 0.857 4251 60 0.714 0.000 5.8851e-04 0.99941000
715986258 Existing Customer 53 F 1 Uneducated Single $40K - $60K Silver 41 3 3 2 15845.0 1675 14170.0 0.514 4037 68 0.447 0.106 1.5686e-04 0.99984000
715858008 Attrited Customer 49 F 1 Uneducated Married $40K - $60K Blue 39 2 3 3 8061.0 2517 5544.0 0.352 1224 31 0.409 0.312 9.9659e-01 0.00341249
806226933 Existing Customer 37 M 2 High School Unknown $120K + Blue 32 6 1 1 34516.0 0 34516.0 0.928 3660 59 1.107 0.000 3.2288e-05 0.99997000
708361833 Existing Customer 44 M 4 Graduate Married $80K - $120K Blue 36 3 2 3 19430.0 0 19430.0 1.012 3650 80 0.633 0.000 2.0077e-04 0.99980000
778422933 Existing Customer 42 F 1 Unknown Single Unknown Blue 22 4 2 2 19127.0 985 18142.0 0.966 3323 56 0.931 0.051 1.1743e-04 0.99988000
708957183 Existing Customer 48 M 0 Unknown Divorced $40K - $60K Blue 36 3 1 0 2708.0 2517 191.0 0.568 2198 41 0.864 0.929 1.9163e-05 0.99998000
718000383 Existing Customer 60 F 1 Graduate Single Unknown Blue 51 3 3 4 23566.0 1147 22419.0 0.629 4274 64 0.641 0.049 4.8435e-04 0.99952000
714466458 Existing Customer 49 F 2 High School Married Unknown Blue 35 4 3 2 2532.0 2124 408.0 0.715 3400 76 0.727 0.839 1.7486e-04 0.99983000
719608308 Existing Customer 37 M 2 High School Single $60K - $80K Blue 29 3 2 3 9829.0 2517 7312.0 0.590 2927 73 1.212 0.256 1.8610e-04 0.99981000
792995808 Existing Customer 57 F 3 Post-Graduate Single $40K - $60K Blue 51 5 4 5 7226.0 1689 5537.0 0.830 3474 67 0.763 0.234 1.3166e-03 0.99868000
716211258 Existing Customer 59 F 1 College Unknown Less than $40K Blue 49 6 5 4 4072.0 0 4072.0 0.464 1966 43 1.150 0.000 5.2594e-04 0.99947000
779289033 Existing Customer 46 F 3 Uneducated Single Unknown Blue 28 4 1 5 21646.0 1778 19868.0 1.071 3328 61 0.794 0.082 2.9175e-04 0.99971000
719356008 Existing Customer 39 F 3 Graduate Single Less than $40K Blue 36 4 3 4 1438.3 0 1438.3 1.022 4548 69 0.917 0.000 5.3543e-04 0.99946000
718503108 Existing Customer 40 M 3 Unknown Married $120K + Blue 26 3 3 1 14046.0 1994 12052.0 0.437 3792 77 0.604 0.142 1.2373e-04 0.99988000
779661033 Existing Customer 49 M 4 Unknown Married $60K - $80K Silver 32 5 2 3 25620.0 1107 24513.0 0.971 3503 66 0.650 0.043 1.9940e-04 0.99980000
813053733 Attrited Customer 53 M 4 Unknown Single $120K + Blue 48 3 3 4 34516.0 278 34238.0 0.817 3029 49 0.400 0.008 9.9832e-01 0.00167742
718354683 Existing Customer 59 F 0 Graduate Single $40K - $60K Silver 45 6 3 3 21358.0 1225 20133.0 0.681 3646 77 0.750 0.057 2.3457e-04 0.99977000
720529308 Attrited Customer 63 M 0 High School Single $60K - $80K Blue 48 5 3 1 1856.0 0 1856.0 0.500 1805 46 0.769 0.000 9.8907e-01 0.01093000
787578183 Existing Customer 36 M 3 High School Single $80K - $120K Blue 28 5 3 2 1438.3 0 1438.3 1.041 3204 68 0.838 0.000 1.8145e-04 0.99982000
737952333 Existing Customer 64 M 1 Graduate Single Less than $40K Blue 56 3 1 5 2586.0 0 2586.0 0.631 3435 65 0.585 0.000 2.5668e-04 0.99974000
779498058 Existing Customer 39 M 2 Graduate Married $80K - $120K Blue 21 5 3 3 3281.0 1272 2009.0 0.799 2006 34 0.545 0.388 3.0251e-04 0.99970000
799707858 Existing Customer 50 F 1 High School Married Less than $40K Blue 42 6 1 2 7115.0 2000 5115.0 0.769 3584 57 0.966 0.281 5.0256e-05 0.99995000
719543208 Existing Customer 38 F 3 Uneducated Single Unknown Blue 36 5 3 3 13220.0 848 12372.0 0.825 3789 72 0.565 0.064 3.2275e-04 0.99968000
797743233 Existing Customer 45 M 3 Uneducated Unknown $60K - $80K Blue 39 3 2 3 5996.0 865 5131.0 0.511 4542 77 0.481 0.144 2.0424e-04 0.99980000
710658483 Attrited Customer 47 M 4 Graduate Unknown $40K - $60K Blue 34 2 3 6 9080.0 2174 6906.0 0.653 2098 46 0.586 0.239 9.9939e-01 0.00060765
715399908 Existing Customer 54 F 2 High School Single Unknown Blue 45 5 3 5 7563.0 1465 6098.0 0.511 4175 67 0.718 0.194 8.6777e-04 0.99913000
710288883 Existing Customer 40 F 1 Graduate Married Less than $40K Blue 32 4 1 5 8749.0 1654 7095.0 0.695 5054 73 0.553 0.189 2.5668e-04 0.99974000
719912808 Existing Customer 52 M 2 High School Single $60K - $80K Blue 39 3 3 4 14973.0 0 14973.0 0.706 4288 72 0.600 0.000 5.0163e-04 0.99950000
720247158 Existing Customer 63 M 0 Graduate Single Unknown Blue 36 6 3 2 7108.0 600 6508.0 0.813 3787 68 0.619 0.084 1.5435e-04 0.99985000
718672233 Existing Customer 48 F 1 Graduate Single Unknown Blue 38 3 2 2 23007.0 1239 21768.0 0.713 3395 63 0.465 0.054 1.0684e-04 0.99989000
789593058 Existing Customer 46 M 5 College Married $60K - $80K Blue 39 3 2 3 24248.0 1020 23228.0 1.190 3311 84 0.750 0.042 1.9215e-04 0.99981000
710278458 Attrited Customer 52 M 2 High School Single $80K - $120K Blue 43 4 3 3 11617.0 2517 9100.0 0.457 1643 43 0.483 0.217 9.9661e-01 0.00338788
714467733 Existing Customer 45 M 2 Graduate Married $60K - $80K Silver 36 3 2 3 30428.0 1721 28707.0 0.717 4178 69 0.605 0.057 1.7297e-04 0.99983000
803026008 Existing Customer 48 M 3 Unknown Married $80K - $120K Blue 42 3 6 2 6805.0 1448 5357.0 0.836 3463 65 0.711 0.213 1.6195e-04 0.99984000
772000533 Existing Customer 59 M 1 Graduate Married $60K - $80K Blue 48 4 3 2 14257.0 1113 13144.0 0.406 1809 23 0.278 0.078 1.6883e-04 0.99983000
811035483 Attrited Customer 47 M 3 Uneducated Divorced $120K + Silver 42 2 4 5 34516.0 0 34516.0 0.521 1641 35 0.591 0.000 9.9904e-01 0.00095977
715480983 Existing Customer 55 F 2 College Single Less than $40K Blue 36 5 2 3 5719.0 892 4827.0 0.589 3403 68 0.417 0.156 1.8612e-04 0.99981000
819997983 Existing Customer 53 M 5 Unknown Married $80K - $120K Blue 48 6 1 0 9517.0 1869 7648.0 0.821 1453 26 0.857 0.196 2.3055e-05 0.99998000
807593058 Attrited Customer 41 F 3 Unknown Single $40K - $60K Blue 36 3 2 4 5317.0 0 5317.0 0.699 2003 29 0.318 0.000 9.9732e-01 0.00267667
720437358 Existing Customer 40 M 3 Graduate Single $40K - $60K Blue 32 5 1 2 2526.0 2303 223.0 0.836 3596 69 0.568 0.912 5.7151e-05 0.99994000
719465733 Existing Customer 52 F 2 High School Single Less than $40K Blue 44 6 3 3 2971.0 0 2971.0 1.154 4458 63 0.615 0.000 2.9408e-04 0.99971000
711978858 Existing Customer 59 M 2 Graduate Single Less than $40K Blue 49 6 3 2 6834.0 900 5934.0 0.605 4422 70 0.628 0.132 1.7987e-04 0.99982000
814364808 Existing Customer 36 F 2 Uneducated Married Unknown Blue 31 5 3 1 3002.0 1002 2000.0 1.033 2624 46 1.000 0.334 1.1153e-04 0.99989000
788820933 Existing Customer 59 M 2 Graduate Single $60K - $80K Blue 42 3 2 2 16727.0 1380 15347.0 0.605 3511 73 0.622 0.083 1.1382e-04 0.99989000
713316558 Existing Customer 41 M 4 High School Married $60K - $80K Blue 29 3 2 2 4573.0 0 4573.0 0.703 3776 70 0.944 0.000 1.1604e-04 0.99988000
779856483 Existing Customer 38 M 2 Post-Graduate Single $80K - $120K Blue 22 4 1 2 15410.0 0 15410.0 0.638 3368 69 0.533 0.000 6.4807e-05 0.99994000
717085983 Existing Customer 44 F 2 High School Single $40K - $60K Blue 25 6 2 3 3299.0 2517 782.0 0.981 4312 84 0.787 0.763 1.8610e-04 0.99981000
788030208 Attrited Customer 42 F 2 Uneducated Single Less than $40K Silver 33 1 2 3 13453.0 2517 10936.0 0.619 1904 42 0.448 0.187 9.9441e-01 0.00559000
709914858 Existing Customer 48 F 2 Graduate Married Less than $40K Blue 36 4 1 2 6362.0 1705 4657.0 0.644 5169 84 0.474 0.268 5.5077e-05 0.99994000
716111808 Existing Customer 57 F 2 Unknown Married Less than $40K Blue 49 5 3 1 2679.0 2011 668.0 0.466 1723 28 0.750 0.751 1.1924e-04 0.99988000
708618933 Existing Customer 34 M 2 Uneducated Single $120K + Blue 13 6 3 2 4369.0 2049 2320.0 0.865 3259 80 0.600 0.469 1.8494e-04 0.99982000
720446508 Existing Customer 50 F 2 Uneducated Single Less than $40K Blue 36 5 3 2 1721.0 1037 684.0 0.721 2681 57 0.727 0.603 1.8494e-04 0.99982000
756488883 Existing Customer 41 M 2 Uneducated Single $80K - $120K Blue 34 6 2 2 2196.0 1619 577.0 0.656 2040 65 0.711 0.737 1.1703e-04 0.99988000
708414033 Existing Customer 50 M 4 Graduate Married $40K - $60K Blue 38 6 3 3 2845.0 1153 1692.0 0.836 3730 66 0.941 0.405 3.1726e-04 0.99968000
756727233 Existing Customer 49 M 2 High School Single $120K + Blue 42 3 2 4 21144.0 1190 19954.0 0.500 4895 66 0.784 0.056 3.1746e-04 0.99968000
720379533 Attrited Customer 47 M 3 Unknown Unknown $120K + Blue 36 1 3 4 3952.0 0 3952.0 0.809 2066 37 0.233 0.000 9.9830e-01 0.00169532
720340383 Existing Customer 45 F 2 Graduate Married Less than $40K Blue 25 4 2 2 3518.0 2035 1483.0 0.567 4034 82 0.673 0.578 1.1382e-04 0.99989000
771453033 Existing Customer 47 M 3 High School Married $60K - $80K Blue 35 5 1 2 17343.0 1280 16063.0 1.314 3170 57 0.629 0.074 5.5559e-05 0.99994000
708747708 Existing Customer 43 M 3 Graduate Married $80K - $120K Blue 33 4 1 2 3498.0 0 3498.0 1.109 2512 56 0.867 0.000 5.7151e-05 0.99994000
712460433 Existing Customer 39 M 2 Uneducated Single $40K - $60K Blue 25 4 1 3 9121.0 1426 7695.0 0.666 4112 80 0.481 0.156 9.5249e-05 0.99990000
719801508 Existing Customer 36 M 1 Uneducated Unknown $120K + Blue 23 6 3 3 20230.0 798 19432.0 0.592 4314 82 0.708 0.039 2.9196e-04 0.99971000
720983733 Attrited Customer 44 M 3 Unknown Single $60K - $80K Blue 36 2 3 3 15422.0 864 14558.0 0.578 2136 54 0.800 0.056 9.9711e-01 0.00288892
713657733 Existing Customer 47 M 4 Unknown Single $60K - $80K Blue 36 5 3 1 9132.0 800 8332.0 0.620 3809 71 0.511 0.088 1.2505e-04 0.99987000
709955958 Existing Customer 41 F 1 High School Single Less than $40K Blue 33 4 2 0 8054.0 1023 7031.0 0.750 3374 45 0.875 0.127 3.8311e-05 0.99996000
719099583 Attrited Customer 42 M 3 Graduate Married $40K - $60K Blue 34 3 2 3 1640.0 1444 196.0 0.423 1360 33 0.222 0.880 9.9499e-01 0.00501000
719513733 Existing Customer 48 M 3 Doctorate Married $80K - $120K Blue 41 3 3 4 8739.0 0 8739.0 0.715 4276 69 0.769 0.000 7.7466e-04 0.99923000
710654808 Attrited Customer 46 M 4 Graduate Single $80K - $120K Blue 36 3 1 4 1818.0 0 1818.0 0.672 2308 44 0.467 0.000 9.9400e-01 0.00600000
719651358 Existing Customer 46 F 4 Uneducated Single Unknown Blue 33 3 3 3 24949.0 1749 23200.0 0.626 4092 77 0.540 0.070 3.2620e-04 0.99967000
718917408 Existing Customer 46 F 3 Graduate Married $40K - $60K Blue 38 4 3 3 3115.0 1136 1979.0 0.499 3704 70 0.458 0.365 3.1390e-04 0.99969000
808753758 Existing Customer 52 M 2 Uneducated Divorced $120K + Blue 47 5 2 2 29695.0 1525 28170.0 0.529 4109 71 0.614 0.051 1.1703e-04 0.99988000
711699183 Existing Customer 56 M 2 Uneducated Divorced $60K - $80K Blue 50 4 1 2 7261.0 1079 6182.0 1.312 3723 58 1.071 0.149 5.6630e-05 0.99994000
711196458 Attrited Customer 38 F 1 Unknown Married Less than $40K Blue 20 2 2 3 1621.0 580 1041.0 0.421 1893 41 0.171 0.358 9.9496e-01 0.00504000
772565883 Existing Customer 41 M 0 High School Single $80K - $120K Blue 31 3 5 2 33472.0 2517 30955.0 0.633 4719 70 0.667 0.075 1.6760e-04 0.99983000
717203958 Existing Customer 51 M 3 Graduate Married $40K - $60K Blue 36 6 3 2 11512.0 988 10524.0 0.569 1842 32 1.133 0.086 1.8665e-04 0.99981000
769701258 Existing Customer 26 F 0 Unknown Unknown Unknown Blue 18 3 3 3 12463.0 1319 11144.0 0.655 3996 71 0.543 0.106 2.8535e-04 0.99971000
714933783 Existing Customer 51 M 2 Graduate Married $60K - $80K Blue 37 5 1 4 8511.0 0 8511.0 0.880 3775 62 0.676 0.000 1.5804e-04 0.99984000
717650133 Existing Customer 41 M 5 Graduate Single $60K - $80K Blue 28 5 1 4 4821.0 1426 3395.0 0.898 3571 58 0.933 0.296 1.6316e-04 0.99984000
708707808 Existing Customer 57 M 2 Graduate Unknown $60K - $80K Blue 45 4 1 2 2480.0 1584 896.0 0.874 3438 66 0.784 0.639 5.5077e-05 0.99994000
717331758 Existing Customer 44 M 4 Graduate Married $120K + Blue 32 6 3 4 34516.0 2517 31999.0 0.765 4228 83 0.596 0.073 5.4115e-04 0.99946000
801385458 Existing Customer 52 M 1 Uneducated Married $120K + Blue 46 5 2 4 8596.0 2019 6577.0 0.677 4017 80 0.600 0.235 3.1517e-04 0.99968000
710605458 Existing Customer 49 M 2 High School Married $60K - $80K Blue 39 6 3 2 7223.0 1963 5260.0 0.852 4127 70 0.842 0.272 1.7486e-04 0.99983000
719570733 Existing Customer 52 M 2 Unknown Single $60K - $80K Blue 39 3 2 3 1629.0 978 651.0 0.552 3766 83 0.694 0.600 2.1042e-04 0.99979000
708646233 Existing Customer 44 F 1 Unknown Divorced Unknown Blue 36 3 2 1 17116.0 1289 15827.0 0.559 3632 50 0.923 0.075 7.0819e-05 0.99993000
766006758 Existing Customer 63 M 1 High School Married $60K - $80K Blue 56 3 2 4 7216.0 2321 4895.0 0.491 1734 38 0.583 0.322 2.9799e-04 0.99970000
710695083 Existing Customer 44 M 3 College Single $60K - $80K Silver 32 4 1 3 28397.0 1421 26976.0 0.635 1635 31 0.824 0.050 8.4444e-05 0.99992000
709224033 Attrited Customer 53 M 4 Uneducated Single $60K - $80K Blue 43 1 3 2 13720.0 0 13720.0 0.671 1830 36 0.241 0.000 9.9487e-01 0.00513000
795991758 Existing Customer 47 F 3 Unknown Married $40K - $60K Blue 41 5 3 3 7553.0 660 6893.0 0.549 4079 67 0.457 0.087 3.4503e-04 0.99965000
709381383 Existing Customer 49 M 4 Graduate Married $60K - $80K Blue 36 4 6 2 2952.0 2517 435.0 0.809 3830 77 0.510 0.853 1.4892e-04 0.99985000
810321933 Existing Customer 35 M 3 High School Unknown $80K - $120K Blue 30 5 3 3 11229.0 1054 10175.0 0.552 1898 36 1.571 0.094 3.0516e-04 0.99969000
716235783 Existing Customer 45 M 3 College Married $40K - $60K Blue 39 3 2 4 7109.0 866 6243.0 0.572 4047 75 0.667 0.122 3.2945e-04 0.99967000
758833758 Existing Customer 45 M 4 Unknown Married $40K - $60K Blue 38 4 3 3 1862.0 845 1017.0 0.604 3520 68 0.889 0.454 3.4872e-04 0.99965000
713579733 Existing Customer 36 M 2 College Single $60K - $80K Blue 22 5 3 3 4511.0 754 3757.0 0.905 2597 71 0.919 0.167 2.9411e-04 0.99971000
804649833 Existing Customer 42 M 3 Post-Graduate Married $40K - $60K Blue 29 3 3 4 2533.0 1126 1407.0 0.788 3436 74 0.574 0.445 6.2998e-04 0.99937000
780971583 Existing Customer 46 M 1 Graduate Divorced $120K + Blue 30 6 2 2 2016.0 797 1219.0 1.108 3772 62 0.879 0.395 1.0684e-04 0.99989000
804673308 Attrited Customer 49 M 5 Uneducated Married $40K - $60K Blue 44 2 3 4 3893.0 0 3893.0 0.662 1866 37 0.947 0.000 9.9818e-01 0.00182139
788747358 Existing Customer 50 M 0 High School Divorced $40K - $60K Blue 29 5 3 2 5530.0 2034 3496.0 0.647 4836 68 0.744 0.368 1.5005e-04 0.99985000
713199558 Existing Customer 57 F 3 Doctorate Single Less than $40K Blue 44 5 3 2 1737.0 813 924.0 0.756 3669 58 0.812 0.468 2.7008e-04 0.99973000
713777883 Existing Customer 46 F 0 Graduate Divorced Unknown Blue 36 3 3 2 6853.0 1679 5174.0 0.975 3543 52 1.000 0.245 1.5435e-04 0.99985000
771081558 Existing Customer 55 M 2 High School Divorced $120K + Blue 42 3 2 2 34516.0 1190 33326.0 0.832 2862 78 0.733 0.034 1.1065e-04 0.99989000
710229333 Existing Customer 38 M 2 College Single $40K - $60K Blue 20 6 1 3 11068.0 1254 9814.0 0.418 3812 64 0.641 0.113 9.0064e-05 0.99991000
720406233 Existing Customer 35 F 2 Graduate Married Less than $40K Blue 36 5 2 4 5546.0 1829 3717.0 0.673 1770 46 1.000 0.330 3.2656e-04 0.99967000
767784708 Attrited Customer 48 M 0 Doctorate Married $60K - $80K Blue 41 2 3 4 7277.0 504 6773.0 0.582 2356 40 0.290 0.069 9.9844e-01 0.00155735
712052058 Existing Customer 57 M 3 Graduate Single $40K - $60K Blue 48 3 3 0 9426.0 1574 7852.0 0.791 4212 75 0.531 0.167 6.8853e-05 0.99993000
715278708 Existing Customer 55 M 2 Unknown Single $60K - $80K Blue 36 5 3 1 1594.0 927 667.0 0.985 3851 65 0.806 0.582 1.1924e-04 0.99988000
827049558 Existing Customer 47 M 2 Graduate Unknown $80K - $120K Blue 43 3 2 2 2158.0 1170 988.0 0.730 4421 89 0.679 0.542 1.1382e-04 0.99989000
710248233 Existing Customer 37 M 3 College Single $40K - $60K Blue 28 5 2 3 3490.0 1421 2069.0 1.125 3392 80 0.860 0.407 1.9313e-04 0.99981000
712146558 Existing Customer 48 F 5 Uneducated Married Less than $40K Blue 30 3 2 3 2364.0 1619 745.0 0.585 3230 65 0.711 0.685 2.0321e-04 0.99980000
715179933 Existing Customer 49 F 2 High School Married Unknown Blue 36 6 2 3 15704.0 0 15704.0 0.924 4253 91 0.685 0.000 1.8610e-04 0.99981000
709215708 Existing Customer 49 M 2 Post-Graduate Unknown $60K - $80K Blue 36 4 2 5 18253.0 2517 15736.0 0.910 3737 73 0.587 0.138 6.6474e-04 0.99934000
710668458 Existing Customer 48 F 4 Graduate Married Less than $40K Blue 36 5 3 0 3696.0 0 3696.0 0.916 3405 76 0.727 0.000 6.9589e-05 0.99993000
718828083 Existing Customer 52 M 1 Graduate Single $40K - $60K Blue 43 4 3 3 8748.0 2284 6464.0 0.839 3533 73 0.587 0.261 2.8395e-04 0.99972000
720781158 Existing Customer 44 F 2 Uneducated Divorced $40K - $60K Blue 27 4 2 3 5608.0 1243 4365.0 0.497 3829 74 0.396 0.222 1.9683e-04 0.99980000
716938383 Existing Customer 41 M 4 Unknown Married $80K - $120K Blue 28 3 2 3 34516.0 0 34516.0 0.743 3811 61 0.743 0.000 2.2068e-04 0.99978000
709976358 Existing Customer 51 F 1 Unknown Single Less than $40K Blue 42 4 3 3 3236.0 0 3236.0 0.797 3952 80 0.739 0.000 3.1211e-04 0.99969000
715688958 Existing Customer 45 F 2 Post-Graduate Single Less than $40K Blue 36 3 1 3 2736.0 2043 693.0 0.801 4550 84 0.750 0.747 1.0900e-04 0.99989000
721493883 Existing Customer 49 F 4 Unknown Single Less than $40K Blue 35 5 2 2 5195.0 0 5195.0 1.135 3313 69 0.769 0.000 1.3121e-04 0.99987000
709830783 Existing Customer 47 M 5 Unknown Single $120K + Silver 36 5 2 2 34516.0 1686 32830.0 0.937 4039 72 0.756 0.049 1.1671e-04 0.99988000
715354983 Existing Customer 44 M 3 Graduate Married $40K - $60K Blue 35 6 3 1 6327.0 0 6327.0 0.666 3653 77 0.674 0.000 1.1256e-04 0.99989000
713532858 Existing Customer 42 M 2 Doctorate Unknown $80K - $120K Blue 36 6 1 2 4728.0 1386 3342.0 0.756 4077 70 0.628 0.293 7.9702e-05 0.99992000
721295658 Existing Customer 62 M 1 Unknown Single $80K - $120K Blue 55 6 1 4 34516.0 2517 31999.0 0.945 3975 63 0.537 0.073 1.6305e-04 0.99984000
720313083 Existing Customer 32 M 1 Unknown Single $120K + Blue 18 5 3 2 6276.0 2289 3987.0 0.637 2637 68 0.388 0.365 1.8558e-04 0.99981000
720724008 Existing Customer 43 M 2 Graduate Single $80K - $120K Blue 36 4 1 4 13430.0 2356 11074.0 0.718 3717 67 0.675 0.175 1.5804e-04 0.99984000
712828533 Existing Customer 62 M 1 Graduate Single $60K - $80K Blue 36 3 1 2 2796.0 0 2796.0 0.563 4820 74 0.644 0.000 5.1697e-05 0.99995000
717007458 Existing Customer 46 M 2 Graduate Married $40K - $60K Blue 38 4 3 3 2457.0 1051 1406.0 0.982 3256 71 0.919 0.428 3.0251e-04 0.99970000
710728458 Existing Customer 62 F 1 Unknown Single Less than $40K Blue 36 3 3 2 7075.0 1396 5679.0 0.532 4409 75 0.531 0.197 1.8558e-04 0.99981000
717720108 Existing Customer 42 M 2 Graduate Married $80K - $120K Blue 31 4 2 3 12386.0 980 11406.0 0.656 3274 69 0.568 0.079 1.9143e-04 0.99981000
720648483 Existing Customer 39 M 4 College Single $80K - $120K Blue 31 4 3 2 32210.0 1115 31095.0 0.620 1821 53 0.514 0.035 1.8340e-04 0.99982000
770146008 Existing Customer 59 M 1 Graduate Single $40K - $60K Blue 53 4 3 2 2136.0 1502 634.0 0.648 1908 37 0.370 0.703 1.6883e-04 0.99983000
714829683 Existing Customer 43 M 2 Doctorate Single $80K - $120K Blue 36 3 3 3 10851.0 1101 9750.0 0.702 3688 65 0.757 0.101 4.3772e-04 0.99956000
717015333 Existing Customer 52 M 1 Unknown Divorced $120K + Blue 41 6 1 2 2717.0 1953 764.0 0.809 3974 70 0.556 0.719 5.6825e-05 0.99994000
757837458 Existing Customer 59 F 2 High School Single Unknown Blue 52 4 2 4 3578.0 663 2915.0 0.674 4065 79 0.646 0.185 3.1746e-04 0.99968000
719240358 Existing Customer 60 M 1 Unknown Single $60K - $80K Blue 50 4 3 0 10698.0 1790 8908.0 0.981 4095 67 0.914 0.167 6.8460e-05 0.99993000
719036883 Existing Customer 48 F 1 Uneducated Divorced Less than $40K Blue 38 3 3 2 4668.0 0 4668.0 0.896 4163 77 0.453 0.000 1.7360e-04 0.99983000
714000108 Existing Customer 40 F 3 College Divorced Unknown Blue 36 5 2 4 6772.0 0 6772.0 0.483 3658 66 0.650 0.000 3.2945e-04 0.99967000
720786033 Existing Customer 55 M 1 College Single $80K - $120K Blue 42 5 2 4 10696.0 1206 9490.0 0.958 2489 38 0.900 0.113 2.9801e-04 0.99970000
708917133 Existing Customer 48 M 3 High School Single $80K - $120K Blue 35 3 3 4 11851.0 0 11851.0 0.430 4498 73 0.622 0.000 5.2052e-04 0.99948000
818929158 Existing Customer 36 M 2 Doctorate Single $40K - $60K Blue 31 3 3 2 11558.0 0 11558.0 0.545 2220 53 0.828 0.000 2.6028e-04 0.99974000
709513458 Existing Customer 49 M 3 High School Unknown $60K - $80K Blue 36 3 2 2 9551.0 1833 7718.0 1.675 3213 52 1.476 0.192 1.1482e-04 0.99989000
717705858 Existing Customer 40 M 2 High School Unknown $80K - $120K Blue 32 4 3 3 29923.0 0 29923.0 0.937 2528 52 0.793 0.000 2.9408e-04 0.99971000
716573058 Attrited Customer 54 F 3 Doctorate Unknown Less than $40K Blue 36 3 3 4 1438.3 0 1438.3 0.499 1598 40 0.290 0.000 9.9871e-01 0.00128822
827695683 Existing Customer 40 M 3 Uneducated Single $120K + Blue 36 4 2 5 34516.0 1329 33187.0 0.574 3906 77 0.510 0.039 6.0278e-04 0.99940000
819189108 Existing Customer 63 M 0 College Single $80K - $120K Blue 56 6 2 2 9033.0 0 9033.0 0.780 4456 85 0.635 0.000 9.4960e-05 0.99991000
716977758 Attrited Customer 44 F 3 Uneducated Married Less than $40K Blue 36 2 3 1 3675.0 2517 1158.0 0.766 1913 35 0.667 0.685 9.9143e-01 0.00857000
714901383 Existing Customer 44 M 2 High School Married $80K - $120K Blue 38 6 3 3 9183.0 2191 6992.0 0.582 4503 69 0.643 0.239 2.9408e-04 0.99971000
718500633 Existing Customer 45 F 4 Unknown Married Less than $40K Blue 36 5 1 1 7924.0 1896 6028.0 1.161 3270 58 0.933 0.239 3.8289e-05 0.99996000
713516433 Existing Customer 36 F 3 College Single Less than $40K Blue 36 6 1 0 5383.0 737 4646.0 0.956 2934 80 0.633 0.137 2.0496e-05 0.99998000
715140933 Existing Customer 45 F 3 Graduate Single $40K - $60K Silver 39 5 2 4 21425.0 1459 19966.0 1.061 3704 60 0.538 0.068 3.0619e-04 0.99969000
712642533 Existing Customer 38 M 3 Unknown Unknown $80K - $120K Blue 26 6 1 3 32866.0 2098 30768.0 0.549 3788 76 0.689 0.064 1.0566e-04 0.99989000
721498008 Existing Customer 44 F 3 Uneducated Single Less than $40K Blue 35 5 2 2 1438.3 0 1438.3 0.978 3966 57 0.781 0.000 1.2144e-04 0.99988000
717189183 Existing Customer 35 M 1 Doctorate Single $40K - $60K Blue 24 6 3 2 10467.0 1961 8506.0 0.713 2665 65 0.667 0.187 2.4431e-04 0.99976000
708902883 Existing Customer 55 M 2 Graduate Single $120K + Blue 36 5 2 2 12856.0 0 12856.0 0.510 3364 61 0.564 0.000 1.1382e-04 0.99989000
817889583 Attrited Customer 61 F 0 Graduate Single $40K - $60K Blue 56 3 3 4 9721.0 0 9721.0 0.826 2260 46 1.000 0.000 9.9775e-01 0.00225216
717242058 Attrited Customer 43 F 5 Graduate Married Less than $40K Blue 39 2 3 4 3981.0 0 3981.0 0.764 2134 42 0.355 0.000 9.9813e-01 0.00187266
715628733 Existing Customer 40 F 4 Unknown Single Less than $40K Blue 36 6 3 4 7587.0 0 7587.0 0.820 3157 59 0.844 0.000 5.9480e-04 0.99941000
716613933 Existing Customer 51 F 3 High School Single $40K - $60K Blue 36 6 5 2 3417.0 1482 1935.0 0.705 3651 60 0.818 0.434 2.0266e-04 0.99980000
712709508 Existing Customer 48 F 2 Unknown Single Unknown Blue 40 3 3 4 8012.0 0 8012.0 0.596 2645 63 0.800 0.000 5.6716e-04 0.99943000
716306583 Attrited Customer 64 M 0 Graduate Single Less than $40K Blue 36 3 3 5 3812.0 2517 1295.0 0.586 2325 45 0.731 0.660 9.9870e-01 0.00130267
720026058 Existing Customer 49 M 3 Graduate Married $80K - $120K Blue 36 6 1 3 21378.0 1284 20094.0 1.101 3526 64 0.684 0.060 9.6126e-05 0.99990000
756397458 Existing Customer 54 F 1 Graduate Single Less than $40K Silver 47 6 3 4 12873.0 0 12873.0 1.005 3170 70 0.842 0.000 4.3766e-04 0.99956000
712644483 Existing Customer 46 M 3 High School Single $60K - $80K Blue 39 5 3 1 20229.0 1217 19012.0 0.741 4270 62 0.550 0.060 1.0943e-04 0.99989000
814489683 Existing Customer 34 F 2 Unknown Single Less than $40K Blue 29 3 1 0 5387.0 795 4592.0 0.837 2596 59 1.034 0.148 2.2331e-05 0.99998000
789111483 Existing Customer 46 M 3 Graduate Unknown $80K - $120K Blue 34 5 3 4 16546.0 1850 14696.0 0.729 4255 75 0.562 0.112 5.3543e-04 0.99946000
709573533 Existing Customer 48 M 3 Uneducated Married $40K - $60K Blue 34 5 1 2 11191.0 0 11191.0 0.580 3914 71 0.775 0.000 5.8763e-05 0.99994000
807137808 Existing Customer 45 M 3 High School Divorced $60K - $80K Blue 40 4 1 2 17576.0 0 17576.0 0.667 3494 67 0.718 0.000 5.5559e-05 0.99994000
711861258 Existing Customer 65 F 1 Uneducated Single Less than $40K Blue 36 3 2 3 4182.0 0 4182.0 0.691 4046 57 0.629 0.000 1.8475e-04 0.99982000
716660583 Existing Customer 45 M 0 Graduate Single $40K - $60K Blue 37 4 5 2 10271.0 1746 8525.0 0.661 3696 72 0.600 0.170 1.7240e-04 0.99983000
717222033 Existing Customer 40 F 3 Unknown Single Less than $40K Blue 28 3 1 4 1647.0 1198 449.0 0.760 4272 76 0.810 0.727 1.8025e-04 0.99982000
716617608 Existing Customer 50 F 1 High School Single Less than $40K Blue 36 6 3 3 1560.0 995 565.0 0.615 1936 58 0.657 0.638 2.7604e-04 0.99972000
716786808 Existing Customer 40 M 5 Post-Graduate Single $60K - $80K Blue 30 3 2 2 1659.0 0 1659.0 0.585 3838 66 0.692 0.000 1.3827e-04 0.99986000
718882008 Existing Customer 38 M 1 High School Single $120K + Blue 27 6 2 2 22487.0 889 21598.0 0.528 4960 73 0.460 0.040 1.0386e-04 0.99990000
770975133 Existing Customer 36 M 0 Graduate Unknown Less than $40K Blue 23 5 2 4 5403.0 1854 3549.0 0.712 4382 74 0.542 0.343 2.8024e-04 0.99972000
715234008 Existing Customer 54 F 1 High School Single $40K - $60K Blue 36 6 3 3 4717.0 1590 3127.0 0.802 4216 67 0.595 0.337 2.7604e-04 0.99972000
709326183 Existing Customer 50 M 2 High School Single $60K - $80K Blue 40 6 2 2 5180.0 1211 3969.0 0.809 3447 74 0.850 0.234 1.1065e-04 0.99989000
721233033 Attrited Customer 50 M 2 High School Single $80K - $120K Blue 38 1 2 3 4915.0 464 4451.0 0.242 1474 36 0.091 0.094 9.9466e-01 0.00534000
712319958 Existing Customer 41 M 4 High School Married $80K - $120K Blue 29 4 2 1 12154.0 2517 9637.0 0.864 3853 71 0.775 0.207 6.9982e-05 0.99993000
712198983 Existing Customer 46 M 4 Graduate Married $60K - $80K Blue 36 3 3 3 3258.0 0 3258.0 0.784 3169 67 0.489 0.000 3.1726e-04 0.99968000
772103208 Existing Customer 44 F 5 High School Unknown Unknown Blue 33 4 3 2 13349.0 0 13349.0 0.882 3534 78 0.902 0.000 1.8053e-04 0.99982000
779502333 Attrited Customer 50 M 4 Graduate Single $120K + Silver 32 5 3 2 34516.0 0 34516.0 0.321 1480 37 0.276 0.000 9.9417e-01 0.00583000
718737708 Existing Customer 45 M 4 Graduate Single $80K - $120K Blue 33 3 5 3 31458.0 1202 30256.0 0.673 4202 66 0.610 0.038 3.5434e-04 0.99965000
821351958 Existing Customer 40 F 4 College Married Less than $40K Blue 36 6 1 2 1438.3 0 1438.3 0.785 3308 54 1.000 0.000 5.6158e-05 0.99994000
716142858 Existing Customer 46 F 4 Uneducated Married Less than $40K Silver 36 3 1 4 10961.0 1391 9570.0 0.662 3914 77 0.750 0.127 1.5398e-04 0.99985000
826079508 Existing Customer 48 M 2 Unknown Unknown $60K - $80K Blue 44 4 3 3 8904.0 1886 7018.0 0.945 3654 65 0.757 0.212 3.3251e-04 0.99967000
773236983 Existing Customer 47 M 4 High School Married $40K - $60K Blue 40 4 2 3 2498.0 2258 240.0 0.992 1839 29 0.706 0.904 1.9517e-04 0.99980000
826717533 Existing Customer 42 M 3 Graduate Unknown $80K - $120K Blue 38 6 1 1 16105.0 724 15381.0 0.949 4631 76 0.767 0.045 3.4465e-05 0.99997000
789334458 Existing Customer 43 F 3 Graduate Unknown Unknown Silver 33 3 1 3 34516.0 1858 32658.0 0.622 4197 67 0.523 0.054 8.6856e-05 0.99991000
814092858 Existing Customer 49 F 3 Graduate Unknown Unknown Blue 44 5 2 1 2222.0 694 1528.0 0.903 4372 65 0.711 0.312 7.1226e-05 0.99993000
708355683 Existing Customer 46 F 4 Graduate Married Unknown Blue 38 3 2 3 16815.0 0 16815.0 0.938 2976 65 0.512 0.000 2.0077e-04 0.99980000
803124408 Attrited Customer 41 F 3 Unknown Married Unknown Blue 35 2 3 5 11538.0 0 11538.0 0.507 1926 53 0.432 0.000 9.9902e-01 0.00098036
789964983 Attrited Customer 45 M 2 Graduate Divorced $40K - $60K Blue 36 2 2 4 9569.0 0 9569.0 0.598 1724 35 0.250 0.000 9.9695e-01 0.00305189
720303933 Existing Customer 40 M 2 Graduate Married $80K - $120K Blue 36 6 1 3 3340.0 1282 2058.0 0.724 4526 82 0.547 0.384 9.2637e-05 0.99991000
708665133 Existing Customer 40 M 2 Graduate Married $80K - $120K Blue 28 6 2 3 3654.0 1172 2482.0 0.938 4003 67 0.595 0.321 1.9143e-04 0.99981000
828236133 Existing Customer 49 M 2 Graduate Married $40K - $60K Blue 45 4 2 0 10541.0 1387 9154.0 0.720 4269 92 0.614 0.132 4.1986e-05 0.99996000
712000758 Existing Customer 51 M 4 Uneducated Single $120K + Silver 39 5 2 1 34516.0 1959 32557.0 0.888 3997 54 0.929 0.057 6.6879e-05 0.99993000
715378383 Existing Customer 43 F 4 Graduate Single Unknown Silver 36 4 3 4 34516.0 1893 32623.0 0.748 3639 76 1.000 0.055 4.8899e-04 0.99951000
769985883 Existing Customer 45 M 2 Graduate Single $80K - $120K Blue 39 6 3 3 1613.0 0 1613.0 0.635 3549 65 0.444 0.000 3.0251e-04 0.99970000
709297608 Attrited Customer 38 M 3 College Single $80K - $120K Blue 26 3 3 2 1438.3 0 1438.3 0.399 1585 32 0.455 0.000 9.9452e-01 0.00548000
716971833 Existing Customer 40 F 2 Uneducated Married Unknown Blue 29 5 3 3 13126.0 0 13126.0 0.725 4496 61 0.848 0.000 3.1104e-04 0.99969000
801373833 Existing Customer 49 M 4 College Divorced $40K - $60K Blue 43 3 2 3 1922.0 710 1212.0 0.951 2920 46 1.421 0.369 1.9519e-04 0.99980000
716040783 Existing Customer 45 F 3 Graduate Unknown Less than $40K Silver 36 3 2 2 14521.0 0 14521.0 0.410 4178 66 0.467 0.000 1.0672e-04 0.99989000
817977933 Attrited Customer 63 F 0 Graduate Single Less than $40K Blue 56 5 6 3 1931.0 1531 400.0 0.778 2288 48 0.714 0.793 9.9515e-01 0.00485493
827055333 Existing Customer 43 M 3 Graduate Single $40K - $60K Blue 39 5 3 5 8513.0 1042 7471.0 0.702 2015 37 0.682 0.122 9.2621e-04 0.99907000
772116408 Existing Customer 50 M 1 High School Single $40K - $60K Blue 39 4 1 1 2421.0 1029 1392.0 0.675 2377 56 0.750 0.425 3.0307e-05 0.99997000
734924658 Existing Customer 47 F 5 High School Married Less than $40K Blue 36 5 3 1 1478.0 792 686.0 0.873 4123 67 0.489 0.536 1.0887e-04 0.99989000
711775383 Existing Customer 63 M 1 Graduate Single $60K - $80K Blue 36 6 1 4 2466.0 0 2466.0 1.077 4059 66 0.650 0.000 1.4834e-04 0.99985000
715019058 Existing Customer 30 F 2 Post-Graduate Divorced Less than $40K Blue 36 3 1 2 2501.0 1845 656.0 0.668 2933 65 0.806 0.738 6.4807e-05 0.99994000
780715683 Existing Customer 41 M 3 Doctorate Single $60K - $80K Blue 30 4 1 3 13602.0 0 13602.0 0.699 3582 69 0.683 0.000 1.3910e-04 0.99986000
827341383 Existing Customer 38 M 3 Graduate Single Less than $40K Blue 34 5 3 2 3094.0 1317 1777.0 0.957 3607 81 0.884 0.426 1.8665e-04 0.99981000
708757233 Existing Customer 44 F 2 High School Married Less than $40K Blue 32 4 2 3 2485.0 1489 996.0 0.779 3697 77 0.833 0.599 1.8610e-04 0.99981000
710504283 Existing Customer 50 M 1 Uneducated Married $80K - $120K Blue 39 6 3 4 14817.0 1463 13354.0 0.795 4014 70 0.628 0.099 4.9800e-04 0.99950000
713919183 Existing Customer 50 M 3 Unknown Married $80K - $120K Blue 39 5 3 4 13824.0 1582 12242.0 0.522 4630 74 0.644 0.114 5.8851e-04 0.99941000
713171358 Existing Customer 46 F 4 College Single Less than $40K Blue 36 6 1 2 1438.3 0 1438.3 0.749 3880 74 0.721 0.000 5.6158e-05 0.99994000
773140683 Existing Customer 51 M 0 Unknown Married $60K - $80K Blue 43 4 1 2 3797.0 1202 2595.0 0.695 4191 65 0.757 0.317 5.1951e-05 0.99995000
716358033 Existing Customer 53 F 1 Graduate Single Less than $40K Blue 43 6 3 4 6189.0 0 6189.0 0.538 5004 65 0.806 0.000 4.8435e-04 0.99952000
826410708 Existing Customer 40 M 4 Unknown Married $60K - $80K Blue 36 3 2 3 22956.0 1407 21549.0 0.709 5554 64 0.600 0.061 2.2068e-04 0.99978000
789717708 Existing Customer 49 F 1 Unknown Married $40K - $60K Blue 37 5 2 4 3943.0 1135 2808.0 0.672 4180 82 0.783 0.288 3.3692e-04 0.99966000
711679533 Existing Customer 54 M 2 Post-Graduate Divorced $120K + Blue 43 3 2 2 5569.0 968 4601.0 0.949 2600 60 0.714 0.174 1.3393e-04 0.99987000
711342483 Existing Customer 50 M 1 College Married $80K - $120K Blue 36 5 2 3 2418.0 1720 698.0 1.019 3896 58 0.812 0.711 1.7470e-04 0.99983000
720242733 Existing Customer 45 M 4 Unknown Single Less than $40K Blue 36 5 2 3 1963.0 1549 414.0 0.778 3718 75 0.596 0.789 2.2068e-04 0.99978000
721213833 Existing Customer 46 F 2 High School Unknown Unknown Blue 32 4 1 3 7966.0 1423 6543.0 0.987 3780 75 0.923 0.179 9.0056e-05 0.99991000
756624183 Existing Customer 51 F 3 Graduate Married Less than $40K Blue 44 6 1 3 7742.0 2024 5718.0 0.929 3507 69 0.568 0.261 9.6126e-05 0.99990000
717622308 Existing Customer 63 F 0 High School Single Less than $40K Blue 36 4 3 3 2074.0 1688 386.0 0.620 4232 75 0.500 0.814 2.5237e-04 0.99975000
714629358 Attrited Customer 54 F 3 Graduate Divorced $40K - $60K Blue 34 2 3 4 4948.0 0 4948.0 0.392 1796 41 0.519 0.000 9.9814e-01 0.00186317
744307008 Existing Customer 51 M 1 Uneducated Married $60K - $80K Blue 44 4 2 3 4988.0 0 4988.0 0.619 3890 74 0.644 0.000 1.8475e-04 0.99982000
708871158 Existing Customer 60 M 1 Graduate Single $60K - $80K Silver 42 4 3 4 28701.0 0 28701.0 1.165 3516 57 0.727 0.000 4.3766e-04 0.99956000
710979033 Existing Customer 30 M 0 Unknown Single $40K - $60K Blue 20 3 1 3 6607.0 2517 4090.0 0.854 3046 73 0.780 0.381 8.7379e-05 0.99991000
818903583 Existing Customer 44 M 5 Uneducated Divorced $60K - $80K Blue 39 5 2 0 16034.0 1597 14437.0 0.775 3628 59 0.903 0.100 4.4569e-05 0.99996000
712980333 Existing Customer 33 M 3 Graduate Divorced $60K - $80K Blue 36 6 3 3 24149.0 1848 22301.0 0.731 2584 66 0.833 0.077 3.1390e-04 0.99969000
717655458 Existing Customer 40 F 2 Uneducated Unknown $40K - $60K Silver 28 5 3 4 16903.0 1507 15396.0 0.970 3819 61 0.525 0.089 4.7940e-04 0.99952000
822112383 Existing Customer 52 M 3 College Married $60K - $80K Blue 48 5 1 2 1438.3 0 1438.3 0.618 3769 73 0.659 0.000 5.5564e-05 0.99994000
711538758 Attrited Customer 39 M 5 Graduate Single $60K - $80K Blue 36 1 3 3 24657.0 633 24024.0 0.358 1954 46 0.394 0.026 9.9681e-01 0.00319072
719987733 Attrited Customer 51 F 3 Unknown Single $40K - $60K Blue 38 3 3 3 5026.0 0 5026.0 0.564 1844 37 0.609 0.000 9.9711e-01 0.00288892
719184783 Existing Customer 51 F 1 Graduate Single Unknown Blue 41 3 2 2 9352.0 1429 7923.0 0.728 3536 71 0.690 0.153 1.0684e-04 0.99989000
715857183 Existing Customer 46 M 2 College Single $60K - $80K Blue 36 3 3 2 4939.0 1296 3643.0 0.911 2150 43 0.870 0.262 1.7488e-04 0.99983000
719657583 Attrited Customer 44 M 3 Graduate Married $40K - $60K Blue 40 2 2 6 9502.0 2457 7045.0 0.915 2310 57 0.676 0.259 9.9903e-01 0.00097026
789713208 Attrited Customer 62 F 0 Doctorate Single Less than $40K Blue 50 6 3 5 2936.0 326 2610.0 0.935 2692 29 0.526 0.111 9.9910e-01 0.00090053
802031583 Existing Customer 53 M 2 Uneducated Single $80K - $120K Blue 47 6 1 1 22855.0 0 22855.0 0.741 3711 83 0.804 0.000 3.4150e-05 0.99997000
711529383 Existing Customer 47 F 3 Graduate Married $40K - $60K Blue 41 4 1 4 6602.0 1224 5378.0 0.665 3163 73 0.825 0.185 1.6399e-04 0.99984000
715371108 Attrited Customer 45 M 3 Graduate Married $80K - $120K Blue 40 3 3 2 3728.0 0 3728.0 0.358 1632 42 0.448 0.000 9.9467e-01 0.00533000
712988958 Existing Customer 42 M 4 Graduate Single $60K - $80K Blue 33 5 2 0 2021.0 1731 290.0 0.986 3253 62 0.722 0.857 4.4033e-05 0.99996000
713005908 Existing Customer 47 F 2 Graduate Married $40K - $60K Blue 36 5 2 3 2255.0 1733 522.0 0.903 4772 83 0.729 0.769 1.9143e-04 0.99981000
712236483 Existing Customer 41 F 2 Graduate Single Less than $40K Gold 36 5 3 4 15704.0 1991 13713.0 0.699 4487 71 0.543 0.127 5.9445e-04 0.99941000
711852783 Existing Customer 46 M 2 Unknown Married $60K - $80K Blue 36 3 2 2 5746.0 1572 4174.0 0.937 3446 56 1.000 0.274 1.2511e-04 0.99987000
780056733 Existing Customer 36 M 3 Unknown Single $40K - $60K Blue 22 3 6 3 8436.0 2517 5919.0 0.807 2627 63 1.032 0.298 2.7238e-04 0.99973000
796903083 Attrited Customer 47 F 1 Doctorate Married $40K - $60K Blue 36 2 3 2 1438.3 0 1438.3 0.838 2584 42 0.448 0.000 9.9592e-01 0.00407548
716014983 Existing Customer 56 F 3 High School Single Less than $40K Blue 48 6 5 3 8340.0 1902 6438.0 0.810 3755 77 0.833 0.228 3.4083e-04 0.99966000
712521783 Existing Customer 54 M 3 Graduate Unknown $80K - $120K Blue 47 6 2 4 15108.0 1288 13820.0 0.684 3713 65 0.512 0.085 3.3886e-04 0.99966000
780045708 Existing Customer 42 F 3 Graduate Single $40K - $60K Silver 26 6 2 2 15104.0 1204 13900.0 0.824 4259 79 0.580 0.080 1.0672e-04 0.99989000
719488008 Existing Customer 39 F 1 Graduate Married Less than $40K Blue 36 3 3 1 2490.0 1281 1209.0 0.551 1902 34 0.619 0.514 1.0182e-04 0.99990000
771575058 Existing Customer 45 M 1 Graduate Married Less than $40K Blue 33 4 3 4 2009.0 1795 214.0 0.645 3172 55 0.719 0.893 4.8435e-04 0.99952000
772137183 Attrited Customer 52 M 2 Graduate Single $120K + Blue 41 1 3 1 31668.0 810 30858.0 0.643 1822 36 0.500 0.026 9.9087e-01 0.00913000
779709033 Existing Customer 46 M 4 Unknown Married $60K - $80K Blue 29 6 3 2 5735.0 2410 3325.0 0.616 3908 75 0.630 0.420 2.0735e-04 0.99979000
709716258 Existing Customer 48 M 3 High School Unknown $80K - $120K Blue 36 3 1 3 7633.0 1707 5926.0 0.529 1807 58 0.657 0.224 9.3448e-05 0.99991000
737986083 Existing Customer 46 M 3 High School Single $60K - $80K Blue 39 4 1 4 23642.0 2049 21593.0 0.719 3139 54 0.636 0.087 1.5942e-04 0.99984000
713343333 Existing Customer 42 M 3 Unknown Married $40K - $60K Blue 29 4 3 4 6698.0 1327 5371.0 0.798 4065 77 0.711 0.198 5.8851e-04 0.99941000
779331558 Existing Customer 45 F 2 Unknown Single Less than $40K Blue 27 6 3 3 1438.3 0 1438.3 0.683 2598 59 0.595 0.000 3.3251e-04 0.99967000
714973758 Existing Customer 50 F 3 Graduate Single Less than $40K Blue 36 4 3 2 1438.3 1002 436.3 1.306 2004 25 0.667 0.697 1.8665e-04 0.99981000
718009158 Existing Customer 50 F 3 Uneducated Single Less than $40K Blue 41 4 2 2 2563.0 1860 703.0 0.680 3774 83 0.804 0.726 1.2144e-04 0.99988000
789597408 Existing Customer 39 F 1 Post-Graduate Single $40K - $60K Silver 32 5 2 3 17814.0 0 17814.0 0.820 4712 76 0.689 0.000 1.9104e-04 0.99981000
712165308 Existing Customer 45 F 2 Doctorate Single Unknown Blue 36 4 2 4 7738.0 947 6791.0 0.845 4255 61 0.694 0.122 4.7251e-04 0.99953000
821768658 Attrited Customer 52 M 0 Unknown Single $120K + Blue 48 4 5 5 13114.0 2247 10867.0 1.003 2474 51 0.417 0.171 9.9894e-01 0.00106129
719341683 Existing Customer 42 M 2 Unknown Married $120K + Blue 31 3 2 4 34516.0 1067 33449.0 0.487 4281 72 0.636 0.031 3.5894e-04 0.99964000
708637758 Existing Customer 49 F 3 Graduate Single Unknown Blue 37 4 3 4 17345.0 545 16800.0 0.905 3523 64 0.829 0.031 5.3543e-04 0.99946000
779974758 Existing Customer 51 M 2 College Single $120K + Blue 40 6 3 3 8706.0 868 7838.0 0.991 3203 54 0.929 0.100 2.9411e-04 0.99971000
821815458 Existing Customer 48 M 3 High School Single $60K - $80K Blue 44 5 1 1 19272.0 1519 17753.0 0.557 3398 67 0.763 0.079 3.3505e-05 0.99997000
711708408 Existing Customer 52 F 3 High School Married Unknown Blue 43 4 3 2 4798.0 0 4798.0 0.583 3967 72 0.636 0.000 1.8145e-04 0.99982000
812449758 Attrited Customer 43 M 3 High School Single $60K - $80K Blue 38 2 3 2 12254.0 0 12254.0 0.705 2129 42 0.355 0.000 9.9452e-01 0.00548000
715682208 Existing Customer 49 M 3 Doctorate Married $80K - $120K Blue 36 4 1 4 9549.0 0 9549.0 0.712 4629 76 0.652 0.000 2.3730e-04 0.99976000
719914908 Existing Customer 37 M 2 Uneducated Divorced Less than $40K Silver 36 3 3 2 11568.0 1846 9722.0 0.755 1701 44 1.095 0.160 1.6711e-04 0.99983000
714744783 Existing Customer 48 F 3 Unknown Married Less than $40K Blue 36 3 1 4 6197.0 1219 4978.0 0.552 3825 67 0.675 0.197 1.8025e-04 0.99982000
710809833 Existing Customer 40 M 3 Graduate Married $80K - $120K Silver 27 3 1 2 34516.0 0 34516.0 0.834 3193 53 0.559 0.000 5.1640e-05 0.99995000
720942333 Existing Customer 49 M 2 Unknown Married $40K - $60K Blue 36 4 3 4 5137.0 0 5137.0 0.612 2043 52 1.000 0.000 5.6716e-04 0.99943000
709423158 Existing Customer 46 M 4 Graduate Single $80K - $120K Blue 26 4 3 0 1791.0 1337 454.0 0.763 3592 46 0.917 0.747 6.9589e-05 0.99993000
718307433 Existing Customer 50 F 0 Graduate Single Less than $40K Blue 36 5 1 4 7238.0 2111 5127.0 1.085 2025 36 1.118 0.292 1.3562e-04 0.99986000
772607433 Existing Customer 50 M 3 High School Married $80K - $120K Blue 40 6 2 4 4514.0 2016 2498.0 0.313 4107 59 0.639 0.447 3.2942e-04 0.99967000
801709308 Existing Customer 44 F 4 Uneducated Married Unknown Blue 38 6 1 2 5366.0 968 4398.0 0.992 4558 56 0.750 0.180 5.9391e-05 0.99994000
778502958 Existing Customer 47 M 3 Unknown Divorced $60K - $80K Silver 35 4 2 5 29812.0 2031 27781.0 0.767 2385 50 0.515 0.068 5.8226e-04 0.99942000
806656083 Existing Customer 48 F 2 Graduate Married $40K - $60K Blue 43 3 2 4 9559.0 1514 8045.0 0.716 4064 70 0.556 0.158 3.2656e-04 0.99967000
823635033 Existing Customer 49 F 2 High School Married Less than $40K Blue 45 6 2 5 8353.0 1535 6818.0 1.323 4200 83 0.804 0.184 5.4925e-04 0.99945000
718739508 Existing Customer 51 F 5 Unknown Married Less than $40K Blue 39 6 2 4 5455.0 1217 4238.0 0.660 3863 67 0.811 0.223 3.7057e-04 0.99963000
709272333 Existing Customer 59 F 1 Uneducated Unknown Less than $40K Blue 45 6 3 3 9899.0 2023 7876.0 0.445 4579 73 0.622 0.204 2.9196e-04 0.99971000
721538883 Existing Customer 45 M 4 Graduate Single $40K - $60K Silver 37 4 3 4 15578.0 0 15578.0 0.716 4449 81 0.723 0.000 4.8899e-04 0.99951000
718835583 Existing Customer 50 F 1 Graduate Married Unknown Blue 41 6 2 2 15641.0 2379 13262.0 0.816 3769 76 0.617 0.152 1.0684e-04 0.99989000
827970933 Existing Customer 46 F 4 Graduate Married Less than $40K Blue 42 4 2 0 3504.0 1698 1806.0 0.575 4439 70 0.628 0.485 4.4033e-05 0.99996000
719888358 Existing Customer 47 M 1 Unknown Divorced $80K - $120K Blue 38 5 3 5 18432.0 1422 17010.0 1.357 2748 58 0.933 0.077 9.2092e-04 0.99908000
717030633 Existing Customer 46 M 4 College Single $60K - $80K Blue 34 5 3 4 2369.0 1405 964.0 0.624 3034 51 0.889 0.593 5.2613e-04 0.99947000
815085708 Attrited Customer 60 F 0 High School Single $40K - $60K Blue 55 1 5 5 10882.0 2517 8365.0 0.266 1861 46 0.278 0.231 9.9880e-01 0.00119984
716332533 Existing Customer 38 F 3 Unknown Unknown $40K - $60K Blue 36 6 1 3 3509.0 1819 1690.0 0.894 4712 84 0.909 0.518 1.0566e-04 0.99989000
822964683 Existing Customer 51 F 1 Graduate Single Less than $40K Blue 47 6 3 4 2469.0 1491 978.0 0.869 4351 62 0.632 0.604 4.8435e-04 0.99952000
719335233 Existing Customer 47 F 3 Uneducated Married Less than $40K Silver 27 5 3 4 14335.0 938 13397.0 0.445 3610 75 0.531 0.065 4.9746e-04 0.99950000
779683683 Existing Customer 47 M 3 High School Single $40K - $60K Blue 31 6 3 2 4005.0 1985 2020.0 1.356 2344 34 0.700 0.496 1.8145e-04 0.99982000
712653183 Existing Customer 49 F 4 Unknown Single Less than $40K Blue 36 4 1 4 1976.0 1694 282.0 1.054 3675 81 0.841 0.857 1.8218e-04 0.99982000
715485483 Attrited Customer 39 F 5 Graduate Married Less than $40K Blue 36 3 3 3 3664.0 0 3664.0 0.419 1479 44 0.913 0.000 9.9681e-01 0.00319072
788912658 Existing Customer 44 F 2 Unknown Married Less than $40K Blue 30 3 1 4 3734.0 0 3734.0 0.954 3144 62 0.722 0.000 1.7371e-04 0.99983000
711396483 Existing Customer 40 M 2 Graduate Single $40K - $60K Blue 36 3 2 3 6033.0 0 6033.0 0.834 4505 74 0.721 0.000 1.9143e-04 0.99981000
789220008 Existing Customer 56 M 3 High School Married $80K - $120K Blue 45 5 2 2 4531.0 0 4531.0 0.491 1425 27 1.077 0.000 1.1482e-04 0.99989000
716436483 Existing Customer 45 F 3 Uneducated Unknown Less than $40K Blue 36 4 4 3 6245.0 0 6245.0 0.554 2521 50 0.667 0.000 3.9004e-04 0.99961000
717661908 Existing Customer 37 M 5 Doctorate Single $80K - $120K Silver 36 4 1 1 34516.0 0 34516.0 0.711 2681 55 0.618 0.000 4.4837e-05 0.99996000
778459833 Existing Customer 42 M 5 Graduate Married $60K - $80K Blue 27 3 2 3 11880.0 2025 9855.0 0.835 1789 42 1.471 0.170 1.9764e-04 0.99980000
769448658 Existing Customer 43 F 2 Unknown Married Less than $40K Blue 37 5 2 3 4188.0 0 4188.0 0.565 3492 69 0.683 0.000 2.1042e-04 0.99979000
820346133 Existing Customer 59 F 2 Uneducated Single Less than $40K Blue 54 5 1 2 9344.0 1334 8010.0 0.375 4154 60 0.818 0.143 5.6630e-05 0.99994000
720119808 Existing Customer 42 M 3 High School Married $80K - $120K Blue 36 3 2 2 24126.0 948 23178.0 0.616 3342 52 0.677 0.039 1.1482e-04 0.99989000
721523658 Existing Customer 46 M 5 High School Unknown $120K + Blue 26 4 3 3 34516.0 772 33744.0 0.979 3699 77 0.878 0.022 3.0361e-04 0.99970000
711176133 Existing Customer 28 M 0 High School Single Less than $40K Blue 36 6 3 4 2295.0 1015 1280.0 1.040 3366 82 0.708 0.442 4.3049e-04 0.99957000
794560833 Attrited Customer 47 F 3 Graduate Married $40K - $60K Blue 31 6 3 6 5496.0 0 5496.0 0.548 1913 34 0.308 0.000 9.9939e-01 0.00061414
718197108 Attrited Customer 54 M 2 Graduate Single $80K - $120K Blue 36 5 3 3 12342.0 0 12342.0 0.431 1430 37 0.423 0.000 9.9671e-01 0.00329379
713750583 Existing Customer 55 F 1 College Unknown Less than $40K Blue 36 4 2 4 1928.0 1125 803.0 0.911 2190 30 0.667 0.584 2.9801e-04 0.99970000
769576608 Existing Customer 62 M 1 Uneducated Single $60K - $80K Blue 49 4 1 2 12814.0 1010 11804.0 0.869 3566 76 0.551 0.079 5.3155e-05 0.99995000
708626058 Existing Customer 49 F 2 Uneducated Married Less than $40K Blue 34 6 2 4 5242.0 1465 3777.0 1.025 4098 68 0.789 0.279 3.3577e-04 0.99966000
710333883 Attrited Customer 48 M 3 Graduate Married $60K - $80K Blue 37 5 2 2 8808.0 390 8418.0 0.628 1905 42 0.448 0.044 9.9161e-01 0.00839000
715401633 Existing Customer 43 F 3 Graduate Single Less than $40K Blue 35 3 1 2 4469.0 2002 2467.0 0.669 2111 38 0.462 0.448 5.7151e-05 0.99994000
755220783 Existing Customer 51 M 1 Doctorate Married $80K - $120K Blue 44 5 2 4 8031.0 1167 6864.0 0.549 3576 77 0.791 0.145 4.4353e-04 0.99956000
789603183 Existing Customer 48 M 4 High School Unknown $60K - $80K Blue 41 4 1 3 9728.0 0 9728.0 0.806 3756 57 0.727 0.000 9.4447e-05 0.99991000
767564358 Existing Customer 47 F 5 Doctorate Married $40K - $60K Blue 40 6 1 1 4748.0 1008 3740.0 0.484 3197 70 0.707 0.212 4.9622e-05 0.99995000
789744033 Existing Customer 50 M 2 Graduate Single $80K - $120K Blue 38 4 1 1 19999.0 1007 18992.0 0.987 3183 69 0.500 0.050 3.3214e-05 0.99997000
709887483 Existing Customer 56 M 2 Uneducated Divorced $40K - $60K Blue 45 3 1 3 6331.0 1420 4911.0 0.529 3527 69 0.438 0.224 9.5249e-05 0.99990000
779765058 Existing Customer 43 M 2 Unknown Single $40K - $60K Blue 31 6 1 1 9662.0 817 8845.0 0.679 3817 70 0.489 0.085 3.6508e-05 0.99996000
789177333 Attrited Customer 47 F 2 Graduate Married Less than $40K Blue 36 6 3 2 1693.0 1088 605.0 0.532 2104 40 0.739 0.643 9.9447e-01 0.00553000
717262833 Existing Customer 49 F 3 Unknown Married Less than $40K Blue 36 5 2 4 2964.0 2043 921.0 0.692 4345 69 0.468 0.689 3.7246e-04 0.99963000
714878508 Existing Customer 48 F 2 High School Single Less than $40K Blue 36 3 3 3 5483.0 535 4948.0 0.681 2051 49 0.633 0.098 2.9408e-04 0.99971000
711079308 Attrited Customer 40 M 3 Graduate Married $60K - $80K Blue 27 4 2 3 15186.0 0 15186.0 0.483 1884 33 0.435 0.000 9.9499e-01 0.00501000
794510358 Existing Customer 41 M 3 Graduate Married $80K - $120K Blue 26 6 3 3 33408.0 0 33408.0 0.816 3754 77 0.878 0.000 3.1390e-04 0.99969000
715033533 Existing Customer 43 F 2 High School Married Less than $40K Blue 37 4 2 2 3125.0 2517 608.0 0.730 4422 71 0.732 0.805 1.1065e-04 0.99989000
779400183 Existing Customer 42 M 3 Graduate Single $60K - $80K Blue 31 3 3 4 2934.0 2517 417.0 0.868 2484 55 0.774 0.858 5.3543e-04 0.99946000
716636808 Existing Customer 39 M 3 Graduate Single $120K + Blue 36 4 2 2 34516.0 0 34516.0 0.754 3572 55 0.667 0.000 1.1811e-04 0.99988000
708733983 Attrited Customer 50 F 1 Doctorate Single $40K - $60K Blue 36 6 3 2 5349.0 2391 2958.0 0.671 2122 46 0.394 0.447 9.9592e-01 0.00407548
710521383 Existing Customer 50 M 3 Uneducated Single $80K - $120K Blue 38 6 2 0 9810.0 1838 7972.0 0.661 2247 41 0.640 0.187 4.4796e-05 0.99996000
720075558 Existing Customer 50 M 4 College Married $120K + Blue 36 6 1 4 7084.0 0 7084.0 0.889 3838 66 0.737 0.000 1.6114e-04 0.99984000
716468658 Existing Customer 51 F 2 Unknown Single Less than $40K Blue 36 3 1 3 3537.0 0 3537.0 0.647 4101 80 0.702 0.000 1.0183e-04 0.99990000
717569283 Existing Customer 47 M 5 Doctorate Single Less than $40K Blue 36 3 1 2 8896.0 1338 7558.0 0.741 4252 70 0.591 0.150 8.2285e-05 0.99992000
787491483 Existing Customer 41 M 3 Unknown Divorced $80K - $120K Blue 29 5 2 3 30733.0 1153 29580.0 0.987 3455 80 0.702 0.038 2.1834e-04 0.99978000
779995833 Existing Customer 49 M 0 Unknown Married $60K - $80K Blue 39 6 2 4 10177.0 1748 8429.0 0.622 3557 64 0.939 0.172 3.0803e-04 0.99969000
714215058 Existing Customer 42 F 3 High School Married Less than $40K Blue 33 5 2 4 6848.0 0 6848.0 0.962 4006 82 0.822 0.000 3.2942e-04 0.99967000
789407958 Existing Customer 42 M 1 Graduate Married $60K - $80K Blue 33 6 2 3 17165.0 1153 16012.0 0.578 4063 62 0.676 0.067 1.7969e-04 0.99982000
715118058 Existing Customer 45 M 3 Graduate Married $80K - $120K Blue 36 3 3 1 20274.0 2100 18174.0 0.584 5274 66 0.610 0.104 1.1256e-04 0.99989000
713672208 Existing Customer 50 M 1 Doctorate Divorced $60K - $80K Blue 33 3 5 2 19939.0 0 19939.0 1.030 3342 76 0.462 0.000 2.7287e-04 0.99973000
720865383 Existing Customer 53 M 3 Graduate Single $120K + Blue 45 4 3 1 3378.0 1852 1526.0 0.483 4437 50 1.000 0.548 1.1256e-04 0.99989000
713701533 Existing Customer 51 M 2 Unknown Married $80K - $120K Blue 39 4 3 2 9773.0 1998 7775.0 0.782 3578 71 0.775 0.204 1.9771e-04 0.99980000
778895883 Existing Customer 50 F 1 Unknown Married Unknown Blue 31 5 3 1 3668.0 0 3668.0 0.620 4430 76 0.617 0.000 1.1192e-04 0.99989000
719655258 Existing Customer 64 M 0 Graduate Single Less than $40K Blue 36 3 2 4 3196.0 0 3196.0 0.578 3412 72 0.674 0.000 2.8024e-04 0.99972000
711205758 Attrited Customer 45 M 3 College Single $80K - $120K Silver 33 1 3 3 34516.0 0 34516.0 1.492 2534 43 0.433 0.000 9.9639e-01 0.00361221
806264958 Existing Customer 52 F 2 High School Single Less than $40K Blue 47 5 2 3 7030.0 994 6036.0 0.725 3211 69 0.725 0.141 1.8610e-04 0.99981000
714659133 Attrited Customer 47 M 5 High School Married $80K - $120K Blue 37 2 2 2 9410.0 0 9410.0 0.586 2178 41 0.864 0.000 9.9132e-01 0.00868000
716425833 Attrited Customer 38 M 2 Graduate Single $120K + Blue 36 5 2 1 34516.0 1229 33287.0 0.427 1797 35 0.296 0.036 9.8564e-01 0.01436000
712166583 Existing Customer 45 F 0 Graduate Married Less than $40K Blue 38 4 3 3 4096.0 1468 2628.0 0.627 3490 66 0.737 0.358 2.5960e-04 0.99974000
713124558 Existing Customer 43 F 2 Graduate Married Unknown Blue 34 6 1 4 7210.0 782 6428.0 0.733 4249 75 0.500 0.108 1.5804e-04 0.99984000
714048783 Existing Customer 57 M 2 High School Single $80K - $120K Blue 36 6 3 0 8026.0 2202 5824.0 0.586 4072 72 0.600 0.274 6.4505e-05 0.99994000
708784908 Existing Customer 47 F 3 Graduate Unknown Unknown Blue 34 5 1 4 18064.0 2039 16025.0 0.890 4435 88 0.796 0.113 1.6399e-04 0.99984000
714332658 Existing Customer 42 F 3 Graduate Single Less than $40K Blue 35 5 2 4 5596.0 1086 4510.0 0.587 3896 65 0.757 0.194 3.3886e-04 0.99966000
719169783 Existing Customer 52 F 2 Uneducated Married Less than $40K Blue 43 3 3 3 6897.0 640 6257.0 1.052 2781 57 0.839 0.093 3.1104e-04 0.99969000
718270833 Existing Customer 48 F 3 Post-Graduate Married Less than $40K Silver 40 6 3 3 13991.0 1580 12411.0 0.864 4100 74 0.721 0.113 3.3374e-04 0.99967000
721268133 Existing Customer 44 M 3 Post-Graduate Married $40K - $60K Blue 36 5 2 2 11366.0 2109 9257.0 0.993 3495 70 0.795 0.186 1.3897e-04 0.99986000
795343683 Existing Customer 40 F 3 High School Single Less than $40K Blue 34 5 1 3 1707.0 989 718.0 0.555 3935 76 0.520 0.579 9.3448e-05 0.99991000
715611933 Existing Customer 50 F 4 Doctorate Married Unknown Blue 38 6 4 2 23692.0 2402 21290.0 0.942 3632 62 0.676 0.101 3.2988e-04 0.99967000
711184983 Existing Customer 41 M 5 Unknown Unknown $80K - $120K Blue 29 6 2 1 11191.0 0 11191.0 0.808 3839 73 0.780 0.000 7.7894e-05 0.99992000
779601783 Existing Customer 42 F 5 College Married Less than $40K Blue 31 3 1 2 3476.0 700 2776.0 0.604 4364 88 0.517 0.201 5.5282e-05 0.99994000
784263558 Existing Customer 43 M 2 Uneducated Single $60K - $80K Silver 37 4 3 3 27781.0 0 27781.0 1.000 3184 61 0.743 0.000 2.8105e-04 0.99972000
720795858 Existing Customer 44 M 4 Graduate Single $60K - $80K Blue 25 3 3 2 10534.0 0 10534.0 0.985 3456 72 0.636 0.000 1.8864e-04 0.99981000
756629133 Existing Customer 61 F 1 Graduate Single Less than $40K Blue 54 3 2 2 2721.0 0 2721.0 0.734 2088 37 0.682 0.000 1.0684e-04 0.99989000
714387108 Existing Customer 51 M 3 Graduate Single $80K - $120K Blue 43 4 2 3 10458.0 0 10458.0 0.587 3481 51 0.500 0.000 1.9864e-04 0.99980000
712164333 Attrited Customer 40 M 4 High School Married $60K - $80K Blue 29 3 3 2 12544.0 1636 10908.0 0.503 1758 51 0.457 0.130 9.9458e-01 0.00542000
714429258 Existing Customer 46 M 5 Doctorate Single $60K - $80K Blue 39 4 3 3 11464.0 0 11464.0 1.020 3660 55 1.037 0.000 4.5190e-04 0.99955000
796791258 Existing Customer 50 M 1 Uneducated Married $120K + Blue 44 5 2 4 3104.0 1791 1313.0 1.048 4006 76 0.810 0.577 3.1517e-04 0.99968000
711220683 Existing Customer 48 M 1 Unknown Married $60K - $80K Blue 36 4 1 3 11770.0 1813 9957.0 0.623 3280 70 0.667 0.154 9.5577e-05 0.99990000
717582558 Existing Customer 50 M 1 Graduate Single $120K + Blue 40 4 2 3 34516.0 1185 33331.0 0.725 3874 72 0.714 0.034 1.7969e-04 0.99982000
714779733 Existing Customer 44 M 4 Unknown Single $60K - $80K Blue 36 3 1 4 10998.0 1586 9412.0 0.907 2237 33 0.435 0.144 1.8218e-04 0.99982000
817965858 Existing Customer 42 F 4 Unknown Married Less than $40K Blue 37 3 1 3 2757.0 1785 972.0 0.735 3766 69 0.605 0.647 1.0679e-04 0.99989000
717358158 Existing Customer 46 M 3 Uneducated Single $60K - $80K Blue 36 5 1 2 5489.0 1189 4300.0 0.950 3215 64 0.882 0.217 5.8763e-05 0.99994000
720301458 Existing Customer 52 M 1 High School Single $120K + Blue 38 3 1 2 19709.0 1924 17785.0 0.468 3000 64 0.641 0.098 5.0256e-05 0.99995000
826471458 Attrited Customer 42 M 3 Graduate Married Less than $40K Blue 38 2 3 3 6967.0 1767 5200.0 0.540 1919 38 0.520 0.254 9.9683e-01 0.00317458
794579658 Existing Customer 47 M 3 High School Married $80K - $120K Blue 32 3 2 2 23424.0 2517 20907.0 0.762 3537 73 0.738 0.107 1.1482e-04 0.99989000
717052158 Existing Customer 39 M 3 High School Single $60K - $80K Blue 32 3 2 2 21718.0 2386 19332.0 0.743 3492 66 0.692 0.110 1.1482e-04 0.99989000
818311533 Existing Customer 53 F 3 Uneducated Single Less than $40K Blue 48 5 3 1 4908.0 1429 3479.0 0.745 3535 65 0.667 0.291 1.1574e-04 0.99988000
716156508 Existing Customer 52 M 2 High School Single $40K - $60K Blue 36 3 1 3 1470.0 0 1470.0 0.640 4095 63 0.750 0.000 9.0056e-05 0.99991000
711191808 Existing Customer 39 M 0 Graduate Single $80K - $120K Gold 32 3 1 4 34516.0 1793 32723.0 0.545 4256 82 0.783 0.052 1.5624e-04 0.99984000
712084383 Existing Customer 63 M 1 Graduate Single Less than $40K Blue 56 4 2 2 7936.0 2081 5855.0 0.941 4247 81 0.841 0.262 1.0684e-04 0.99989000
788641758 Existing Customer 53 M 4 College Single $60K - $80K Blue 45 5 3 2 14366.0 888 13478.0 0.638 3868 66 0.610 0.062 1.8340e-04 0.99982000
788768883 Existing Customer 54 F 0 Unknown Single $40K - $60K Blue 35 4 1 3 9231.0 1642 7589.0 0.416 4676 68 0.659 0.178 8.7379e-05 0.99991000
713277783 Existing Customer 45 F 4 Uneducated Married $40K - $60K Silver 36 6 2 2 18679.0 905 17774.0 0.541 2168 55 0.486 0.048 1.1090e-04 0.99989000
717451833 Existing Customer 45 F 3 Uneducated Divorced Unknown Blue 36 6 3 2 20356.0 2517 17839.0 0.607 4547 67 0.861 0.124 1.9191e-04 0.99981000
712291308 Existing Customer 52 F 1 Uneducated Single Unknown Blue 40 5 1 3 2259.0 1721 538.0 0.682 1852 38 0.810 0.762 8.9404e-05 0.99991000
712852233 Existing Customer 64 F 0 Graduate Single Less than $40K Blue 53 5 3 4 6663.0 765 5898.0 1.129 4583 78 0.857 0.115 4.4282e-04 0.99956000
712312908 Existing Customer 47 F 4 Unknown Unknown Less than $40K Blue 34 6 2 4 2424.0 0 2424.0 0.662 3890 66 0.650 0.000 3.7644e-04 0.99962000
773457558 Existing Customer 45 F 5 College Single $40K - $60K Silver 39 3 2 2 15677.0 1227 14450.0 0.760 3818 81 0.588 0.078 1.0323e-04 0.99990000
716194683 Existing Customer 41 M 4 Graduate Divorced $40K - $60K Blue 30 4 2 3 2334.0 1138 1196.0 0.826 2155 48 0.714 0.488 2.0077e-04 0.99980000
720563058 Existing Customer 56 F 3 College Single Unknown Blue 43 6 1 3 1816.0 1052 764.0 0.547 4175 65 0.667 0.579 9.3457e-05 0.99991000
719502183 Existing Customer 52 F 2 Graduate Married Less than $40K Blue 36 3 1 3 4950.0 1829 3121.0 0.671 4529 73 0.872 0.369 9.2637e-05 0.99991000
712287333 Existing Customer 39 M 1 Uneducated Single $80K - $120K Blue 30 3 1 4 34516.0 2055 32461.0 0.589 4048 74 0.510 0.060 1.5252e-04 0.99985000
716944983 Existing Customer 61 M 0 Uneducated Married $120K + Blue 36 4 3 4 24172.0 2517 21655.0 0.424 1658 27 0.500 0.104 4.5531e-04 0.99954000
718115733 Existing Customer 57 M 1 Graduate Married $60K - $80K Blue 36 4 1 3 9037.0 1544 7493.0 0.321 1627 27 0.500 0.171 8.6952e-05 0.99991000
827691858 Existing Customer 46 F 3 College Single Less than $40K Blue 42 3 2 4 7616.0 1251 6365.0 0.581 2006 52 0.405 0.164 3.2945e-04 0.99967000
716431833 Existing Customer 38 M 2 Unknown Divorced $40K - $60K Blue 28 3 3 4 11209.0 1165 10044.0 0.966 4614 96 0.714 0.104 5.6716e-04 0.99943000
717265983 Existing Customer 44 F 4 Uneducated Divorced Unknown Blue 36 3 2 0 9908.0 2066 7842.0 0.463 3749 80 0.667 0.209 4.5275e-05 0.99995000
769578858 Existing Customer 40 M 2 Graduate Married $40K - $60K Silver 33 4 3 1 18737.0 0 18737.0 0.797 4010 76 0.767 0.000 9.8015e-05 0.99990000
712815858 Existing Customer 57 F 1 High School Single Less than $40K Blue 45 5 2 4 5330.0 0 5330.0 0.515 3525 79 0.837 0.000 2.9799e-04 0.99970000
815851233 Attrited Customer 52 M 3 High School Single $120K + Blue 47 6 1 3 19032.0 0 19032.0 0.417 1726 42 0.312 0.000 9.8941e-01 0.01059000
779425608 Existing Customer 50 F 1 Unknown Single Unknown Blue 32 6 1 4 5916.0 983 4933.0 0.761 3752 75 0.974 0.166 1.6305e-04 0.99984000
811532208 Existing Customer 51 M 4 Graduate Married $40K - $60K Silver 46 3 5 2 16277.0 1170 15107.0 0.950 3634 62 0.676 0.072 1.9038e-04 0.99981000
713896533 Existing Customer 42 M 4 High School Single $60K - $80K Blue 33 5 1 3 9442.0 838 8604.0 0.654 3157 63 0.853 0.089 9.4447e-05 0.99991000
712546233 Existing Customer 51 F 3 Unknown Single Less than $40K Blue 39 5 1 3 2990.0 0 2990.0 0.598 4065 76 0.767 0.000 1.0566e-04 0.99989000
772148058 Existing Customer 45 M 3 Graduate Unknown $80K - $120K Blue 34 6 6 3 2210.0 759 1451.0 0.892 2755 53 0.559 0.343 2.4781e-04 0.99975000
771776808 Attrited Customer 44 M 4 Uneducated Married $40K - $60K Blue 33 5 4 3 1527.0 0 1527.0 0.531 1877 38 0.462 0.000 9.9747e-01 0.00252933
715905633 Existing Customer 45 M 1 Graduate Single $60K - $80K Blue 36 3 1 3 6022.0 1433 4589.0 0.955 3433 68 0.943 0.238 8.6952e-05 0.99991000
778282758 Existing Customer 55 M 2 College Divorced $120K + Blue 45 6 2 1 26729.0 1052 25677.0 1.034 4140 69 0.816 0.039 6.6734e-05 0.99993000
717886008 Existing Customer 63 M 1 High School Single Less than $40K Blue 51 5 3 2 6102.0 0 6102.0 0.639 4527 67 0.558 0.000 1.6413e-04 0.99984000
709985133 Existing Customer 33 F 2 Graduate Divorced Less than $40K Blue 24 3 1 2 6803.0 2296 4507.0 0.754 2603 47 1.043 0.337 5.5077e-05 0.99994000
709289358 Existing Customer 46 M 3 Graduate Single $80K - $120K Blue 38 4 1 2 8101.0 1266 6835.0 0.615 3226 53 0.710 0.156 5.7151e-05 0.99994000
720457608 Existing Customer 41 F 4 Graduate Married Less than $40K Blue 36 4 1 1 4632.0 0 4632.0 0.637 4306 63 0.750 0.000 3.4833e-05 0.99997000
780612558 Existing Customer 58 F 1 Graduate Single $40K - $60K Blue 46 3 3 3 1996.0 1850 146.0 0.952 3421 55 0.719 0.927 2.8395e-04 0.99972000
714216033 Existing Customer 51 M 3 Doctorate Married $120K + Blue 42 4 1 2 11600.0 738 10862.0 0.692 3488 80 0.778 0.064 8.2704e-05 0.99992000
710577708 Existing Customer 35 M 1 Unknown Single $40K - $60K Blue 25 5 3 3 2657.0 1983 674.0 0.831 2591 59 0.903 0.746 3.1211e-04 0.99969000
719462433 Existing Customer 42 F 5 Graduate Single Less than $40K Blue 36 4 2 2 8464.0 1002 7462.0 0.598 4227 92 0.840 0.118 1.1751e-04 0.99988000
769063308 Existing Customer 45 M 3 Post-Graduate Married $80K - $120K Blue 39 6 2 2 29003.0 2323 26680.0 0.671 1676 36 0.714 0.080 1.3897e-04 0.99986000
715136583 Existing Customer 51 M 3 High School Single $40K - $60K Blue 36 4 3 4 5000.0 942 4058.0 0.604 4077 81 0.653 0.188 5.2052e-04 0.99948000
710915358 Existing Customer 63 F 0 College Single Unknown Blue 55 5 1 2 14963.0 1616 13347.0 0.755 3242 58 1.000 0.108 4.5950e-05 0.99995000
709841433 Existing Customer 45 F 2 Graduate Divorced Less than $40K Blue 33 6 3 3 3855.0 1188 2667.0 0.927 3885 83 0.627 0.308 3.0251e-04 0.99970000
710509758 Existing Customer 36 M 4 College Single $120K + Blue 36 5 3 3 28200.0 765 27435.0 0.680 2507 64 0.641 0.027 3.0845e-04 0.99969000
720527058 Existing Customer 39 F 1 Graduate Single Less than $40K Blue 24 4 3 3 2310.0 1306 1004.0 0.525 4343 74 0.682 0.565 2.8395e-04 0.99972000
711787383 Existing Customer 52 F 2 High School Single Less than $40K Blue 40 3 1 3 1960.0 1428 532.0 0.570 3782 64 0.641 0.729 9.0056e-05 0.99991000
715824108 Existing Customer 52 F 1 Graduate Married Less than $40K Blue 38 3 1 3 3773.0 1291 2482.0 0.878 4697 75 0.667 0.342 8.6952e-05 0.99991000
719474583 Existing Customer 50 M 1 Graduate Married $80K - $120K Blue 30 6 2 3 9771.0 1776 7995.0 0.460 2778 53 0.472 0.182 1.7969e-04 0.99982000
719282433 Existing Customer 60 F 0 Graduate Single Unknown Blue 48 3 3 4 6417.0 1372 5045.0 1.154 3280 71 0.690 0.214 4.4282e-04 0.99956000
772669833 Existing Customer 43 M 3 Post-Graduate Single $60K - $80K Blue 33 4 3 2 16037.0 0 16037.0 0.558 3048 70 0.750 0.000 2.1962e-04 0.99978000
789365508 Attrited Customer 49 M 2 High School Divorced $40K - $60K Blue 39 2 3 4 14839.0 512 14327.0 0.176 1453 26 0.130 0.035 9.9801e-01 0.00198853
806641683 Existing Customer 44 M 3 Uneducated Married $80K - $120K Silver 39 5 2 2 34516.0 1461 33055.0 0.646 3416 70 0.707 0.042 1.0973e-04 0.99989000
805534608 Existing Customer 54 F 2 College Single $40K - $60K Blue 49 4 3 3 8769.0 1314 7455.0 0.477 3817 60 0.818 0.150 2.9411e-04 0.99971000
781117533 Existing Customer 50 M 1 Unknown Married $120K + Blue 36 6 3 2 20968.0 0 20968.0 0.640 2823 61 0.794 0.000 1.8558e-04 0.99981000
710294808 Existing Customer 44 M 3 High School Married $60K - $80K Blue 36 4 1 2 2188.0 1241 947.0 0.782 4509 67 0.675 0.567 5.5559e-05 0.99994000
718788258 Existing Customer 52 M 5 Unknown Married $80K - $120K Blue 40 3 3 4 30314.0 776 29538.0 0.705 3290 82 0.640 0.026 5.8553e-04 0.99941000
716404383 Attrited Customer 47 F 2 Graduate Married Unknown Blue 36 1 3 2 18799.0 2517 16282.0 0.813 2315 52 0.625 0.134 9.9447e-01 0.00553000
824795358 Existing Customer 49 F 3 High School Married Less than $40K Blue 45 3 3 0 1638.0 1038 600.0 0.718 4150 70 0.591 0.634 6.6935e-05 0.99993000
715196508 Existing Customer 45 M 3 Graduate Married $40K - $60K Blue 35 5 3 2 3538.0 0 3538.0 0.653 4123 74 0.762 0.000 1.8665e-04 0.99981000
779051808 Existing Customer 35 F 1 Graduate Single $40K - $60K Blue 16 3 2 2 2546.0 1348 1198.0 0.877 4145 75 0.596 0.529 1.0684e-04 0.99989000
720695583 Existing Customer 65 M 1 Graduate Single Unknown Blue 53 6 2 3 10775.0 1787 8988.0 0.648 3432 70 0.750 0.166 1.7969e-04 0.99982000
826414083 Existing Customer 47 F 4 Unknown Married $40K - $60K Blue 43 4 3 4 4798.0 1017 3781.0 0.458 4225 79 0.681 0.212 5.9480e-04 0.99941000
708426483 Existing Customer 56 F 2 Graduate Single Less than $40K Blue 36 4 6 1 5816.0 716 5100.0 0.923 3534 73 1.147 0.123 8.5631e-05 0.99991000
787472283 Existing Customer 49 M 2 Graduate Married $80K - $120K Blue 36 4 2 2 20533.0 1321 19212.0 0.716 3918 78 0.500 0.064 1.1382e-04 0.99989000
716948283 Existing Customer 58 M 1 College Single $80K - $120K Blue 49 3 3 2 9890.0 0 9890.0 0.653 3497 69 0.683 0.000 1.6415e-04 0.99984000
778375458 Existing Customer 52 M 3 Graduate Married $80K - $120K Blue 32 6 3 3 30820.0 1724 29096.0 0.948 3402 75 0.923 0.056 3.1390e-04 0.99969000
718504983 Existing Customer 45 F 2 Graduate Married Less than $40K Blue 37 6 2 2 6091.0 0 6091.0 0.560 3340 60 0.579 0.000 1.1382e-04 0.99989000
709625733 Existing Customer 50 M 2 High School Single $60K - $80K Blue 40 5 2 3 9690.0 1115 8575.0 0.542 4620 64 0.488 0.115 1.8610e-04 0.99981000
719357058 Existing Customer 62 F 2 Doctorate Single $40K - $60K Blue 56 5 3 2 6797.0 1428 5369.0 0.747 3962 70 0.795 0.210 2.6028e-04 0.99974000
709626858 Existing Customer 44 F 3 High School Married Less than $40K Blue 31 3 3 4 4985.0 1379 3606.0 0.896 4222 61 0.605 0.277 5.2052e-04 0.99948000
711843708 Attrited Customer 61 F 0 Graduate Divorced Less than $40K Blue 36 2 3 3 2125.0 0 2125.0 0.654 2860 38 0.727 0.000 9.9616e-01 0.00383630
711349083 Existing Customer 47 F 4 Doctorate Married Less than $40K Blue 28 3 2 4 4012.0 0 4012.0 1.073 2962 60 0.765 0.000 4.9554e-04 0.99950000
721462458 Existing Customer 52 F 3 High School Married Unknown Blue 42 3 2 1 23858.0 1179 22679.0 0.671 3784 69 0.683 0.049 6.9242e-05 0.99993000
780833058 Existing Customer 46 M 2 High School Married $40K - $60K Blue 32 4 3 2 2619.0 2271 348.0 0.610 3835 60 0.818 0.867 1.7486e-04 0.99983000
769962933 Existing Customer 40 F 3 Graduate Single Less than $40K Blue 34 4 1 4 6728.0 1192 5536.0 0.687 5244 75 0.471 0.177 1.6399e-04 0.99984000
719095533 Existing Customer 47 F 4 Uneducated Married $40K - $60K Blue 39 3 3 3 2680.0 1652 1028.0 1.132 3382 58 0.758 0.616 3.2620e-04 0.99967000
709718058 Existing Customer 52 F 4 Uneducated Single Less than $40K Blue 36 5 1 4 2936.0 2181 755.0 0.478 4650 78 0.625 0.743 1.7042e-04 0.99983000
819151083 Existing Customer 46 M 5 High School Single $60K - $80K Blue 41 3 3 4 7478.0 1775 5703.0 0.540 4042 79 0.491 0.237 5.1788e-04 0.99948000
770778108 Existing Customer 49 M 4 Post-Graduate Married $60K - $80K Blue 35 4 2 3 2527.0 1419 1108.0 0.797 3585 68 0.943 0.562 2.3623e-04 0.99976000
718877883 Attrited Customer 44 F 3 Unknown Single Less than $40K Blue 36 3 1 1 5644.0 2517 3127.0 0.860 2440 44 0.760 0.446 9.7428e-01 0.02572000
710376708 Existing Customer 50 F 5 Uneducated Single Less than $40K Blue 33 4 3 3 2837.0 1377 1460.0 0.564 3928 54 0.800 0.485 3.2112e-04 0.99968000
718366983 Existing Customer 40 M 3 Graduate Married $80K - $120K Blue 31 6 2 4 18584.0 2446 16138.0 0.760 3504 64 0.882 0.132 3.3886e-04 0.99966000
719604858 Attrited Customer 45 F 3 Unknown Married Less than $40K Blue 31 4 3 3 5941.0 0 5941.0 0.522 2196 37 0.233 0.000 9.9711e-01 0.00288892
714549558 Attrited Customer 41 F 2 Graduate Married $40K - $60K Blue 32 3 2 2 9576.0 0 9576.0 0.817 2362 49 0.400 0.000 9.9129e-01 0.00871000
822955008 Attrited Customer 63 M 1 Graduate Single $60K - $80K Blue 56 3 3 2 9569.0 0 9569.0 0.940 2287 49 0.581 0.000 9.9411e-01 0.00589000
712986483 Existing Customer 32 M 3 College Unknown $80K - $120K Blue 36 3 5 2 15412.0 0 15412.0 0.589 3993 73 0.659 0.000 2.0268e-04 0.99980000
779597133 Existing Customer 55 M 1 Graduate Single $80K - $120K Blue 44 4 3 2 2663.0 1784 879.0 0.785 4317 81 0.929 0.670 1.6883e-04 0.99983000
758426583 Existing Customer 51 F 2 Post-Graduate Married Less than $40K Blue 44 3 3 4 1438.3 1031 407.3 0.582 3308 72 0.674 0.717 6.0712e-04 0.99939000
716805408 Existing Customer 52 M 3 Doctorate Married $60K - $80K Blue 40 6 2 2 5376.0 804 4572.0 0.510 4511 74 0.682 0.150 1.7091e-04 0.99983000
711275433 Attrited Customer 47 M 4 Uneducated Unknown Unknown Blue 36 3 3 3 18873.0 0 18873.0 0.636 2021 38 0.520 0.000 9.9694e-01 0.00305523
778968408 Existing Customer 39 M 2 Doctorate Single $60K - $80K Blue 27 4 1 3 5341.0 0 5341.0 0.771 1955 47 0.808 0.000 1.3405e-04 0.99987000
827117808 Attrited Customer 45 M 1 Graduate Single $60K - $80K Blue 41 2 3 2 9904.0 2513 7391.0 0.000 1152 28 0.000 0.254 9.9411e-01 0.00589000
804462633 Attrited Customer 43 F 3 High School Divorced Less than $40K Blue 38 3 3 3 7084.0 0 7084.0 0.523 2287 44 0.294 0.000 9.9673e-01 0.00326528
709321908 Attrited Customer 47 M 3 High School Single $80K - $120K Blue 29 2 2 3 7498.0 2319 5179.0 0.484 1676 51 0.759 0.309 9.9485e-01 0.00515000
714907908 Existing Customer 51 F 0 High School Married $40K - $60K Blue 40 6 2 2 5450.0 1674 3776.0 0.588 3722 77 0.711 0.307 9.4951e-05 0.99991000
818336508 Existing Customer 50 M 2 Unknown Single $120K + Blue 45 6 2 4 32719.0 1650 31069.0 0.717 4037 60 0.714 0.050 3.5894e-04 0.99964000
712597233 Attrited Customer 37 M 2 Uneducated Unknown $40K - $60K Blue 36 2 3 2 3250.0 1721 1529.0 0.446 1714 32 0.391 0.530 9.9462e-01 0.00538000
711964533 Existing Customer 44 M 3 College Married $40K - $60K Blue 36 3 3 2 6111.0 2517 3594.0 0.733 4155 68 0.659 0.412 1.8146e-04 0.99982000
716705433 Existing Customer 62 F 1 Uneducated Unknown Less than $40K Silver 36 6 1 3 12590.0 931 11659.0 1.068 4182 78 0.696 0.074 8.0782e-05 0.99992000
717983058 Existing Customer 41 F 3 Graduate Married $40K - $60K Blue 29 5 1 3 1982.0 1068 914.0 0.881 3058 58 0.871 0.539 9.6126e-05 0.99990000
709587783 Existing Customer 39 M 4 Post-Graduate Single $60K - $80K Silver 36 6 3 3 25133.0 0 25133.0 0.461 4033 73 0.327 0.000 3.3730e-04 0.99966000
709804533 Existing Customer 40 M 4 Uneducated Single $120K + Blue 34 3 1 3 17818.0 1451 16367.0 0.632 3973 74 0.451 0.081 9.9893e-05 0.99990000
712076358 Existing Customer 46 M 3 High School Single $120K + Blue 34 5 3 2 5155.0 868 4287.0 0.882 3535 57 1.111 0.168 1.8145e-04 0.99982000
711670308 Existing Customer 51 F 3 Unknown Married Less than $40K Blue 30 3 2 0 6006.0 1576 4430.0 0.504 3199 65 0.548 0.262 4.7889e-05 0.99995000
720717108 Existing Customer 64 M 1 Uneducated Single Unknown Blue 51 6 3 1 2571.0 1210 1361.0 0.972 3647 59 0.686 0.471 1.0469e-04 0.99990000
784789758 Existing Customer 40 M 2 Unknown Married $60K - $80K Blue 34 6 3 0 3269.0 1601 1668.0 1.168 3966 74 0.947 0.490 7.2936e-05 0.99993000
779689233 Existing Customer 50 M 3 Graduate Single $40K - $60K Blue 33 3 1 2 2798.0 1291 1507.0 0.708 2903 69 0.683 0.461 5.7151e-05 0.99994000
788792583 Existing Customer 44 F 3 Unknown Single $40K - $60K Blue 26 4 3 0 7277.0 0 7277.0 0.758 4458 71 0.578 0.000 7.5683e-05 0.99992000
710657508 Existing Customer 32 M 0 College Unknown Less than $40K Blue 36 3 3 4 3788.0 1325 2463.0 0.607 3975 65 0.477 0.350 4.3053e-04 0.99957000
716393958 Existing Customer 43 M 3 High School Single $80K - $120K Blue 34 4 2 0 28262.0 1483 26779.0 0.668 3855 66 0.610 0.052 4.2354e-05 0.99996000
770708133 Existing Customer 47 F 5 High School Single Less than $40K Blue 33 5 2 2 2169.0 1330 839.0 0.905 3833 64 1.065 0.613 1.1423e-04 0.99989000
766131033 Existing Customer 43 F 4 Graduate Married Less than $40K Blue 29 6 3 3 3767.0 976 2791.0 1.021 3163 60 0.818 0.259 3.1726e-04 0.99968000
719816583 Attrited Customer 46 M 3 Doctorate Married $120K + Blue 38 3 2 2 8989.0 552 8437.0 0.699 2309 49 0.633 0.061 9.9418e-01 0.00582000
715376508 Existing Customer 47 F 5 Graduate Married Less than $40K Blue 42 3 5 1 2838.0 2517 321.0 0.625 3493 65 0.711 0.887 1.2509e-04 0.99987000
709300458 Existing Customer 48 M 1 Graduate Unknown Less than $40K Blue 43 5 3 3 7199.0 1031 6168.0 1.212 4041 73 0.698 0.143 2.8395e-04 0.99972000
778340733 Existing Customer 44 F 3 College Married $40K - $60K Blue 24 3 1 4 8495.0 1537 6958.0 0.919 1950 31 0.938 0.181 1.5944e-04 0.99984000
708195633 Existing Customer 40 M 2 High School Unknown $80K - $120K Silver 32 5 2 3 34516.0 1182 33334.0 0.613 2440 54 0.543 0.034 1.6815e-04 0.99983000
714729933 Existing Customer 46 M 2 Unknown Married $80K - $120K Blue 36 6 1 2 14164.0 1525 12639.0 0.543 3749 59 0.686 0.108 6.0540e-05 0.99994000
794514108 Existing Customer 50 F 2 Unknown Married Unknown Blue 31 4 2 2 3604.0 0 3604.0 0.934 4051 65 0.667 0.000 1.2511e-04 0.99987000
812501358 Existing Customer 46 F 4 Post-Graduate Divorced Less than $40K Blue 41 4 1 1 1752.0 611 1141.0 0.465 4864 76 0.462 0.349 4.0988e-05 0.99996000
718961208 Existing Customer 43 F 3 College Single Less than $40K Blue 32 5 3 3 4204.0 0 4204.0 1.073 3799 85 0.604 0.000 3.0519e-04 0.99969000
814459833 Existing Customer 42 F 3 Graduate Single Less than $40K Blue 37 5 3 4 8017.0 0 8017.0 0.539 3042 55 0.528 0.000 5.3543e-04 0.99946000
720363258 Existing Customer 43 F 4 Graduate Married Less than $40K Blue 29 3 3 3 2778.0 1640 1138.0 0.820 4007 75 0.705 0.590 3.1726e-04 0.99968000
714496083 Existing Customer 51 M 3 Unknown Single $60K - $80K Blue 43 4 2 3 6649.0 1781 4868.0 0.546 1609 28 0.474 0.268 2.1834e-04 0.99978000
713004933 Attrited Customer 40 M 3 High School Married $60K - $80K Blue 27 3 2 1 6813.0 2332 4481.0 0.580 2634 51 0.378 0.342 9.8576e-01 0.01424000
712011633 Existing Customer 40 F 2 Doctorate Single $40K - $60K Blue 36 6 1 3 2797.0 850 1947.0 0.953 3652 64 1.370 0.304 1.3405e-04 0.99987000
772466508 Attrited Customer 45 M 3 Unknown Single $60K - $80K Blue 35 6 2 1 18004.0 2517 15487.0 0.569 2030 45 0.452 0.140 9.8739e-01 0.01261000
708225483 Existing Customer 47 M 4 Graduate Married $80K - $120K Blue 36 3 2 4 11242.0 1561 9681.0 0.829 4246 81 0.800 0.139 3.4248e-04 0.99966000
788923758 Existing Customer 26 F 1 High School Unknown Unknown Blue 13 3 1 3 10693.0 2517 8176.0 0.880 4138 76 0.727 0.235 8.4530e-05 0.99992000
789150633 Existing Customer 50 F 3 Graduate Married Less than $40K Blue 38 6 3 2 3026.0 1888 1138.0 0.762 3687 58 0.812 0.624 1.8665e-04 0.99981000
710809083 Existing Customer 37 F 4 College Married Less than $40K Blue 36 6 3 1 1438.3 787 651.3 0.914 4587 58 0.568 0.547 1.1061e-04 0.99989000
787669233 Existing Customer 51 M 2 Doctorate Single $80K - $120K Blue 41 3 3 2 34516.0 1046 33470.0 1.001 3435 76 0.727 0.030 2.6028e-04 0.99974000
708119658 Existing Customer 49 F 4 Graduate Married $40K - $60K Blue 38 4 2 1 12836.0 1034 11802.0 0.663 2519 53 0.472 0.081 7.1987e-05 0.99993000
737921733 Attrited Customer 62 F 1 Unknown Single Less than $40K Blue 55 3 3 3 1892.0 1604 288.0 0.476 1581 34 0.417 0.848 9.9681e-01 0.00319278
765940683 Existing Customer 37 M 3 Uneducated Single $80K - $120K Blue 30 5 2 2 11277.0 1747 9530.0 0.503 2033 56 0.867 0.155 1.2144e-04 0.99988000
719732433 Existing Customer 54 M 2 Graduate Single $60K - $80K Blue 36 5 3 1 12815.0 1017 11798.0 0.532 3771 78 0.660 0.079 1.0848e-04 0.99989000
715491483 Existing Customer 44 M 2 Graduate Divorced $120K + Blue 36 5 2 0 24016.0 0 24016.0 0.748 3693 62 0.722 0.000 4.1986e-05 0.99996000
783381933 Existing Customer 43 M 4 Uneducated Married $60K - $80K Blue 37 4 1 3 3482.0 1942 1540.0 0.926 3512 63 0.853 0.558 9.9893e-05 0.99990000
811554708 Existing Customer 44 F 3 High School Married Unknown Blue 38 4 6 4 26516.0 1434 25082.0 0.472 3609 76 0.551 0.054 4.1093e-04 0.99959000
719536608 Existing Customer 49 F 3 Graduate Single Less than $40K Blue 36 4 5 1 2285.0 1931 354.0 0.690 4944 78 0.660 0.845 1.2572e-04 0.99987000
720753183 Existing Customer 48 M 2 Post-Graduate Married $40K - $60K Blue 36 4 3 2 9617.0 2035 7582.0 1.004 4247 76 0.854 0.212 2.1165e-04 0.99979000
714505683 Existing Customer 51 M 4 Uneducated Divorced $80K - $120K Blue 38 5 3 2 34516.0 0 34516.0 0.506 3250 63 0.658 0.000 1.9396e-04 0.99981000
711942783 Existing Customer 41 F 3 High School Married Less than $40K Blue 28 3 1 3 2354.0 1909 445.0 0.833 4048 61 0.848 0.811 9.3448e-05 0.99991000
714031983 Existing Customer 41 F 3 High School Single Less than $40K Silver 36 6 1 3 11533.0 1418 10115.0 0.546 4038 63 0.615 0.123 8.4436e-05 0.99992000
711372258 Existing Customer 59 M 1 College Single $40K - $60K Blue 51 4 2 2 5042.0 1002 4040.0 1.108 2897 62 0.632 0.199 1.0387e-04 0.99990000
710825658 Existing Customer 37 F 3 Uneducated Single Less than $40K Blue 29 5 3 2 2584.0 1614 970.0 0.675 4045 78 0.733 0.625 1.9191e-04 0.99981000
716575758 Attrited Customer 50 F 2 College Unknown Unknown Blue 39 2 3 2 1438.3 0 1438.3 0.588 1859 41 0.464 0.000 9.9432e-01 0.00568000
714732183 Existing Customer 47 M 4 Uneducated Unknown $40K - $60K Blue 36 6 3 2 3402.0 1607 1795.0 0.432 3188 65 0.667 0.472 1.9396e-04 0.99981000
714097683 Attrited Customer 55 F 2 Graduate Married $40K - $60K Blue 49 3 3 4 1809.0 0 1809.0 0.569 2123 44 0.571 0.000 9.9807e-01 0.00193323
720568083 Existing Customer 40 M 2 Graduate Divorced $60K - $80K Blue 36 5 2 4 8624.0 0 8624.0 0.574 2428 53 0.893 0.000 3.2656e-04 0.99967000
708121908 Attrited Customer 48 M 4 Unknown Married $80K - $120K Blue 36 2 3 2 22917.0 0 22917.0 0.574 2045 45 0.500 0.000 9.9520e-01 0.00479863
778710783 Existing Customer 45 M 3 High School Divorced $80K - $120K Blue 26 3 2 2 18410.0 974 17436.0 0.857 3778 83 0.694 0.053 1.1482e-04 0.99989000
713745783 Existing Customer 29 F 0 Post-Graduate Single Unknown Gold 36 4 1 4 34516.0 1452 33064.0 0.887 2336 49 1.130 0.042 1.8385e-04 0.99982000
711043983 Existing Customer 44 M 3 High School Single $80K - $120K Blue 29 6 3 1 34516.0 1259 33257.0 0.547 3275 67 0.595 0.036 1.0943e-04 0.99989000
716438433 Existing Customer 41 M 1 Doctorate Married $80K - $120K Blue 32 4 3 3 10130.0 1449 8681.0 0.819 4002 66 0.571 0.143 4.1087e-04 0.99959000
709435533 Attrited Customer 53 F 1 Unknown Single Less than $40K Blue 41 2 3 2 3099.0 0 3099.0 0.279 1401 44 0.419 0.000 9.9464e-01 0.00536000
711080358 Existing Customer 55 M 1 Unknown Unknown $120K + Blue 46 4 1 2 19849.0 2205 17644.0 0.796 3657 66 0.737 0.111 5.6825e-05 0.99994000
718677858 Existing Customer 39 M 1 College Married Less than $40K Blue 27 4 2 2 2283.0 1053 1230.0 0.854 4571 72 0.756 0.461 1.0387e-04 0.99990000
720259308 Existing Customer 39 M 3 High School Single $80K - $120K Blue 30 5 3 3 6347.0 569 5778.0 0.668 3927 82 0.577 0.090 3.0516e-04 0.99969000
719346708 Existing Customer 41 F 1 Unknown Divorced Less than $40K Blue 30 5 2 4 2758.0 1675 1083.0 0.882 3820 72 0.636 0.607 3.3692e-04 0.99966000
719874633 Attrited Customer 44 M 1 High School Unknown $80K - $120K Gold 36 2 2 3 34516.0 0 34516.0 0.596 1891 34 0.214 0.000 9.9506e-01 0.00494341
720286908 Existing Customer 50 M 3 Uneducated Married $40K - $60K Blue 40 5 2 2 3469.0 0 3469.0 0.956 3680 80 0.951 0.000 1.2144e-04 0.99988000
719168883 Attrited Customer 45 F 5 Unknown Single Less than $40K Blue 34 1 4 1 5155.0 0 5155.0 1.014 2753 45 0.607 0.000 9.9332e-01 0.00668000
789893808 Existing Customer 52 M 3 Graduate Divorced $120K + Silver 42 6 2 3 34516.0 1230 33286.0 0.608 2100 38 0.407 0.036 1.7949e-04 0.99982000
772472208 Existing Customer 50 M 1 Uneducated Married $60K - $80K Blue 40 6 1 4 4092.0 996 3096.0 0.644 2298 48 0.655 0.243 1.5252e-04 0.99985000
710402508 Existing Customer 52 M 0 Unknown Married $80K - $120K Blue 36 4 3 4 4675.0 0 4675.0 0.863 3487 69 0.683 0.000 4.8673e-04 0.99951000
710218233 Existing Customer 43 F 3 High School Single $40K - $60K Blue 35 4 3 3 2297.0 1044 1253.0 0.591 3161 65 0.711 0.455 3.0516e-04 0.99969000
714212358 Attrited Customer 38 F 3 High School Single Unknown Blue 36 1 3 2 5260.0 1706 3554.0 0.359 2142 57 0.676 0.324 9.9452e-01 0.00548000
812956983 Existing Customer 51 M 3 Graduate Married $80K - $120K Blue 46 6 3 3 3458.0 1989 1469.0 0.707 3409 59 1.034 0.575 3.1390e-04 0.99969000
780241758 Existing Customer 59 M 1 High School Single $60K - $80K Blue 45 4 2 4 3943.0 2517 1426.0 0.467 3527 59 0.788 0.638 2.9799e-04 0.99970000
711580908 Existing Customer 52 F 3 Unknown Single $40K - $60K Blue 42 6 3 2 3028.0 2258 770.0 1.058 4119 81 0.884 0.746 2.0516e-04 0.99979000
712835433 Existing Customer 49 F 3 Uneducated Married Unknown Blue 36 5 3 3 1438.3 0 1438.3 0.806 4869 73 0.825 0.000 3.2275e-04 0.99968000
716461683 Existing Customer 47 F 3 Uneducated Married Less than $40K Silver 36 5 3 1 11884.0 1339 10545.0 0.556 4134 72 1.000 0.113 1.0458e-04 0.99990000
713617608 Existing Customer 43 M 3 Unknown Married $120K + Silver 33 5 2 3 34516.0 1844 32672.0 1.051 4217 79 0.795 0.053 1.9729e-04 0.99980000
714622833 Existing Customer 47 M 3 Uneducated Single $80K - $120K Blue 36 5 3 2 26058.0 1664 24394.0 0.916 3489 58 0.611 0.064 1.9191e-04 0.99981000
712115958 Existing Customer 47 F 3 Uneducated Single Less than $40K Blue 38 5 3 4 2808.0 2264 544.0 0.544 3562 74 0.682 0.806 5.5052e-04 0.99945000
712033833 Existing Customer 42 F 4 Unknown Unknown Less than $40K Blue 34 5 3 2 1874.0 1341 533.0 0.952 3899 70 0.750 0.716 2.0735e-04 0.99979000
714548733 Existing Customer 35 M 0 College Single $80K - $120K Silver 16 6 3 3 34516.0 0 34516.0 0.524 2655 64 0.829 0.000 2.2806e-04 0.99977000
719523108 Existing Customer 61 M 0 Post-Graduate Single $60K - $80K Blue 36 6 2 3 11236.0 576 10660.0 0.637 4253 80 0.600 0.051 1.9330e-04 0.99981000
710881008 Existing Customer 42 M 3 High School Single $80K - $120K Blue 29 3 1 1 6380.0 1238 5142.0 0.903 4119 66 0.610 0.194 3.3505e-05 0.99997000
715098333 Existing Customer 52 M 2 High School Single $120K + Blue 43 3 2 3 34516.0 761 33755.0 0.916 4313 82 0.547 0.022 1.8610e-04 0.99981000
708211383 Existing Customer 35 F 3 Graduate Single Less than $40K Blue 27 3 3 3 2664.0 0 2664.0 0.731 3906 74 0.574 0.000 3.1390e-04 0.99969000
715054683 Existing Customer 50 M 2 Uneducated Single $80K - $120K Blue 42 3 3 4 1645.0 0 1645.0 0.771 3838 60 0.463 0.000 5.3055e-04 0.99947000
710670633 Existing Customer 40 M 4 High School Married $60K - $80K Blue 36 6 3 3 5797.0 1779 4018.0 0.785 2131 33 0.571 0.307 3.0842e-04 0.99969000
784560258 Existing Customer 45 M 1 Uneducated Divorced $60K - $80K Blue 39 4 2 0 21721.0 1247 20474.0 0.657 3937 63 0.658 0.057 4.0521e-05 0.99996000
710871108 Existing Customer 45 M 5 Uneducated Divorced $60K - $80K Silver 36 4 2 4 31756.0 1459 30297.0 0.687 4759 70 0.556 0.046 3.1322e-04 0.99969000
787770858 Existing Customer 43 M 4 Graduate Single $80K - $120K Blue 32 3 2 3 8333.0 774 7559.0 0.984 3889 81 0.723 0.093 2.0077e-04 0.99980000
721104708 Attrited Customer 41 F 3 Post-Graduate Single Less than $40K Blue 36 1 3 1 2067.0 1966 101.0 0.910 3033 41 0.708 0.951 9.9251e-01 0.00749000
717461283 Attrited Customer 38 F 2 Graduate Single Unknown Blue 24 3 2 3 2214.0 570 1644.0 0.688 2066 45 0.250 0.257 9.9480e-01 0.00520000
803028858 Attrited Customer 38 F 2 Graduate Single Less than $40K Blue 32 2 3 3 3775.0 0 3775.0 0.581 2031 36 0.385 0.000 9.9671e-01 0.00329379
716628633 Existing Customer 41 M 4 Uneducated Single $80K - $120K Blue 33 6 3 3 4388.0 1519 2869.0 0.787 4406 74 0.574 0.346 3.2620e-04 0.99967000
813380058 Existing Customer 64 F 0 Graduate Single Unknown Blue 56 3 2 4 4100.0 863 3237.0 0.992 3593 51 0.821 0.210 2.8024e-04 0.99972000
770135358 Existing Customer 46 F 1 Graduate Married Less than $40K Blue 40 6 2 2 5157.0 1485 3672.0 0.699 4417 77 0.711 0.288 1.0684e-04 0.99989000
719301258 Existing Customer 61 M 0 Post-Graduate Single $40K - $60K Silver 42 4 3 2 15939.0 0 15939.0 0.791 3982 68 0.943 0.000 1.6411e-04 0.99984000
711340233 Existing Customer 46 F 0 Graduate Single Unknown Blue 34 6 1 2 9216.0 2059 7157.0 0.763 3630 78 0.560 0.223 4.7263e-05 0.99995000
710002833 Existing Customer 32 F 1 High School Married Unknown Blue 22 3 2 3 3413.0 2517 896.0 0.984 4355 71 0.919 0.737 1.7468e-04 0.99983000
808705758 Existing Customer 43 M 3 Unknown Unknown $80K - $120K Blue 38 6 2 3 20348.0 1732 18616.0 0.674 1624 27 0.688 0.085 2.1834e-04 0.99978000
710839308 Existing Customer 34 F 2 High School Single Less than $40K Blue 21 6 1 3 5015.0 1671 3344.0 0.689 3161 77 0.878 0.333 9.0056e-05 0.99991000
768687183 Existing Customer 54 F 1 College Single Less than $40K Blue 48 3 1 4 2440.0 1083 1357.0 0.907 3017 53 0.710 0.444 1.4422e-04 0.99986000
720541758 Existing Customer 45 F 4 College Divorced Less than $40K Blue 39 5 1 2 4948.0 1655 3293.0 0.562 3711 64 0.524 0.334 5.6158e-05 0.99994000
712263258 Existing Customer 49 F 2 Uneducated Married Less than $40K Blue 38 6 3 3 2468.0 0 2468.0 1.057 3371 62 0.676 0.000 3.1104e-04 0.99969000
712751133 Attrited Customer 42 M 3 Doctorate Single $60K - $80K Blue 35 3 3 3 11328.0 1369 9959.0 0.585 1829 42 0.312 0.121 9.9780e-01 0.00219584
779662308 Existing Customer 49 F 2 Unknown Married Less than $40K Blue 32 3 1 3 1438.3 710 728.3 0.683 3808 80 0.569 0.494 1.0183e-04 0.99990000
719260608 Existing Customer 38 M 3 Uneducated Single $60K - $80K Silver 31 5 3 2 34516.0 1566 32950.0 1.106 3961 53 0.893 0.045 1.7340e-04 0.99983000
803319633 Existing Customer 51 F 2 High School Married Less than $40K Blue 45 4 3 2 3183.0 1358 1825.0 0.657 3988 81 0.688 0.427 1.7486e-04 0.99983000
708170508 Attrited Customer 38 M 2 Graduate Married $60K - $80K Blue 36 2 3 2 1438.3 0 1438.3 0.461 1651 42 0.500 0.000 9.9447e-01 0.00553000
711891933 Existing Customer 47 M 3 High School Married $80K - $120K Blue 40 3 3 3 12945.0 1582 11363.0 0.496 3369 59 0.788 0.122 3.0516e-04 0.99969000
802875333 Existing Customer 51 M 1 High School Single $60K - $80K Blue 45 3 3 4 2458.0 0 2458.0 0.819 3377 54 0.929 0.000 4.7086e-04 0.99953000
719991783 Existing Customer 40 M 2 High School Married $80K - $120K Silver 36 5 3 0 34516.0 2183 32333.0 0.739 3644 67 0.634 0.063 5.8284e-05 0.99994000
745435533 Existing Customer 44 M 2 Unknown Married $80K - $120K Blue 37 6 1 3 2617.0 2517 100.0 0.780 3104 70 0.750 0.962 1.0183e-04 0.99990000
718063083 Existing Customer 40 M 2 Graduate Married $40K - $60K Blue 31 6 1 2 6500.0 2025 4475.0 0.656 4738 82 0.673 0.312 5.5077e-05 0.99994000
710713608 Existing Customer 60 M 0 Uneducated Single $80K - $120K Blue 36 6 3 2 24528.0 2396 22132.0 0.810 4070 67 0.718 0.098 1.5871e-04 0.99984000
720487308 Existing Customer 49 M 1 High School Unknown $60K - $80K Blue 38 3 3 2 15898.0 0 15898.0 1.049 4184 54 1.077 0.000 1.6413e-04 0.99984000
719770158 Attrited Customer 54 F 3 Post-Graduate Single Less than $40K Blue 49 1 4 3 8516.0 0 8516.0 0.549 2189 37 0.276 0.000 9.9777e-01 0.00223444
712283808 Existing Customer 50 F 3 High School Married Less than $40K Silver 40 5 2 2 10062.0 1149 8913.0 0.760 1964 44 0.467 0.114 1.0374e-04 0.99990000
779737233 Existing Customer 51 M 1 Graduate Married $60K - $80K Blue 35 3 3 2 9589.0 628 8961.0 0.695 3971 66 0.784 0.065 1.6883e-04 0.99983000
751076058 Existing Customer 44 F 4 Unknown Married Unknown Blue 37 4 3 3 5826.0 0 5826.0 0.689 3756 73 0.921 0.000 3.4872e-04 0.99965000
736552308 Existing Customer 48 F 4 Graduate Married Less than $40K Blue 41 3 1 3 3521.0 672 2849.0 0.655 3291 65 0.757 0.191 9.7154e-05 0.99990000
720578058 Existing Customer 53 M 4 Unknown Single $60K - $80K Blue 42 3 3 4 8386.0 2375 6011.0 0.539 4101 67 0.718 0.283 5.9480e-04 0.99941000
714932658 Existing Customer 42 F 4 College Single Unknown Blue 34 5 3 2 15449.0 0 15449.0 0.783 4098 81 0.588 0.000 1.8340e-04 0.99982000
804708633 Existing Customer 44 F 3 Uneducated Single Less than $40K Blue 39 3 2 2 7323.0 0 7323.0 0.518 4666 87 0.776 0.000 1.2144e-04 0.99988000
716271183 Attrited Customer 45 F 2 Uneducated Single Less than $40K Blue 37 3 2 2 8924.0 0 8924.0 0.547 1720 42 0.400 0.000 9.9153e-01 0.00847000
712442508 Existing Customer 52 F 4 Post-Graduate Married Less than $40K Blue 37 6 3 4 1438.3 783 655.3 0.733 3464 70 0.795 0.544 6.3671e-04 0.99936000
719165508 Existing Customer 48 F 3 Graduate Married $40K - $60K Silver 40 5 3 4 18965.0 2262 16703.0 0.592 3066 69 0.816 0.119 4.8382e-04 0.99952000
826467333 Existing Customer 57 M 1 High School Single $80K - $120K Blue 53 4 1 3 7976.0 585 7391.0 0.925 4082 74 0.682 0.073 8.4530e-05 0.99992000
721027083 Existing Customer 47 F 4 Post-Graduate Single Unknown Blue 36 6 1 0 3054.0 1862 1192.0 0.589 3543 87 0.812 0.610 2.5071e-05 0.99997000
713764458 Existing Customer 53 M 2 Graduate Single $120K + Blue 36 5 2 3 10620.0 2090 8530.0 0.880 3453 68 0.838 0.197 1.9143e-04 0.99981000
816261858 Attrited Customer 61 M 0 Graduate Single $40K - $60K Blue 56 2 5 4 3984.0 2245 1739.0 0.612 1821 39 0.696 0.564 9.9798e-01 0.00201684
710850633 Existing Customer 65 M 0 High School Single $40K - $60K Blue 53 3 2 2 2507.0 1613 894.0 1.082 3325 67 0.675 0.643 9.4951e-05 0.99991000
805282908 Existing Customer 43 M 5 Graduate Unknown $40K - $60K Blue 38 3 3 2 7599.0 1100 6499.0 0.365 4401 71 0.651 0.145 1.8570e-04 0.99981000
771246708 Existing Customer 40 M 5 Graduate Unknown $120K + Blue 27 5 2 3 31954.0 2297 29657.0 0.516 4371 82 0.640 0.072 1.9764e-04 0.99980000
785119833 Existing Customer 40 M 3 College Divorced $60K - $80K Blue 34 3 3 3 19666.0 1180 18486.0 0.898 3391 54 0.636 0.060 3.0519e-04 0.99969000
716780283 Existing Customer 39 M 2 Uneducated Single $40K - $60K Blue 19 4 3 3 6628.0 1735 4893.0 0.587 4050 89 0.935 0.262 3.1104e-04 0.99969000
716546283 Existing Customer 39 M 3 Graduate Married $60K - $80K Blue 36 6 3 4 13049.0 943 12106.0 0.686 3944 72 0.674 0.072 5.3543e-04 0.99946000
721308033 Attrited Customer 45 F 2 Post-Graduate Single Less than $40K Blue 37 3 3 1 3036.0 2517 519.0 0.882 2609 42 0.615 0.829 9.9223e-01 0.00777000
779270883 Existing Customer 48 M 4 High School Married $60K - $80K Blue 30 6 3 3 16575.0 0 16575.0 0.760 3982 77 0.878 0.000 3.0842e-04 0.99969000
822061683 Existing Customer 38 M 1 Graduate Single $60K - $80K Blue 34 5 3 4 23391.0 1977 21414.0 0.558 4106 85 0.809 0.085 4.8435e-04 0.99952000
710058033 Existing Customer 51 M 0 Uneducated Divorced $120K + Blue 41 4 1 0 23898.0 0 23898.0 0.486 3781 66 0.610 0.000 1.7925e-05 0.99998000
710678658 Existing Customer 47 F 4 Unknown Unknown Less than $40K Blue 36 5 3 2 4944.0 1151 3793.0 0.801 3684 64 0.829 0.233 2.0735e-04 0.99979000
712943508 Existing Customer 48 F 5 Graduate Married Less than $40K Blue 36 5 3 0 6921.0 1023 5898.0 0.816 4608 79 0.927 0.148 6.8504e-05 0.99993000
816263808 Existing Customer 47 M 1 Graduate Single $80K - $120K Blue 31 4 1 2 18026.0 755 17271.0 0.931 2760 56 1.000 0.042 5.1697e-05 0.99995000
714162033 Existing Customer 45 F 3 Post-Graduate Divorced Less than $40K Blue 28 3 4 3 5216.0 1519 3697.0 0.887 3434 49 0.690 0.291 4.4634e-04 0.99955000
711238908 Existing Customer 65 F 0 Uneducated Single Less than $40K Blue 54 6 5 2 7699.0 1758 5941.0 0.641 5103 62 0.771 0.228 1.7726e-04 0.99982000
713971608 Existing Customer 49 M 4 Uneducated Married Less than $40K Blue 39 6 1 4 7232.0 1830 5402.0 1.002 4337 71 0.543 0.253 1.7042e-04 0.99983000
715193433 Existing Customer 61 F 0 High School Single Unknown Blue 51 4 2 2 8476.0 0 8476.0 0.675 3889 67 0.489 0.000 9.4951e-05 0.99991000
713111883 Existing Customer 51 M 1 Unknown Married $120K + Blue 31 5 1 2 25837.0 1812 24025.0 0.686 3783 70 0.750 0.070 5.6825e-05 0.99994000
716911608 Existing Customer 48 M 4 Graduate Single $80K - $120K Blue 36 4 1 4 1536.0 1017 519.0 0.589 3816 71 0.449 0.662 1.6574e-04 0.99983000
822898758 Existing Customer 44 F 5 Post-Graduate Married Less than $40K Blue 40 3 3 4 4453.0 973 3480.0 0.908 3239 66 0.650 0.219 6.2678e-04 0.99937000
712085733 Existing Customer 45 M 4 Graduate Married $120K + Blue 36 5 2 3 34516.0 880 33636.0 0.687 3491 64 0.455 0.025 2.0077e-04 0.99980000
718583133 Existing Customer 49 F 3 Graduate Unknown Less than $40K Blue 39 4 2 0 4389.0 981 3408.0 0.650 3598 75 0.705 0.224 4.3568e-05 0.99996000
772095858 Existing Customer 38 F 2 Graduate Single Unknown Blue 27 4 2 3 13429.0 1246 12183.0 1.055 3929 66 0.737 0.093 1.9143e-04 0.99981000
780074733 Existing Customer 42 F 1 Doctorate Married Less than $40K Blue 27 5 3 3 1840.0 1565 275.0 0.950 4518 72 0.500 0.851 4.1087e-04 0.99959000
710182383 Existing Customer 44 M 3 Uneducated Divorced $80K - $120K Blue 13 4 2 3 17846.0 1568 16278.0 1.064 3626 77 0.878 0.088 2.0424e-04 0.99980000
713418558 Existing Customer 46 F 3 Graduate Divorced Less than $40K Blue 37 6 1 0 9013.0 0 9013.0 0.597 3819 71 0.614 0.000 2.1081e-05 0.99998000
715445883 Existing Customer 40 F 2 Graduate Married Unknown Blue 29 5 2 2 18862.0 2105 16757.0 0.832 4449 86 0.686 0.112 1.1382e-04 0.99989000
718599108 Existing Customer 50 F 3 Graduate Married Unknown Blue 39 5 3 2 3230.0 1172 2058.0 0.514 4419 64 0.730 0.363 1.8665e-04 0.99981000
711546333 Existing Customer 46 M 3 Uneducated Married Less than $40K Blue 38 4 3 1 7958.0 1559 6399.0 0.726 4962 72 0.714 0.196 1.1574e-04 0.99988000
721513833 Existing Customer 35 M 0 High School Divorced $40K - $60K Blue 36 6 3 2 5619.0 1504 4115.0 0.775 2808 72 0.600 0.268 1.5005e-04 0.99985000
771669183 Existing Customer 49 M 1 Graduate Married $60K - $80K Blue 37 5 1 4 4854.0 1212 3642.0 0.308 3651 70 0.556 0.250 1.4834e-04 0.99985000
774760458 Attrited Customer 62 F 1 High School Unknown $40K - $60K Blue 56 3 5 1 3807.0 2517 1290.0 0.506 1739 36 0.500 0.661 9.9104e-01 0.00896000
713453733 Existing Customer 45 F 2 Uneducated Single $40K - $60K Blue 37 6 1 3 2529.0 1654 875.0 0.528 3428 84 0.680 0.654 9.5249e-05 0.99990000
804415083 Attrited Customer 45 M 3 Unknown Married $60K - $80K Blue 40 3 5 3 4097.0 655 3442.0 1.084 2611 51 0.545 0.160 9.9741e-01 0.00258725
711419133 Existing Customer 56 M 4 Graduate Single Less than $40K Blue 36 3 2 3 3057.0 1077 1980.0 0.934 4449 77 0.878 0.352 2.0077e-04 0.99980000
710691633 Existing Customer 58 F 1 High School Married Less than $40K Blue 43 4 1 4 1957.0 1152 805.0 0.899 4546 78 0.500 0.589 1.4421e-04 0.99986000
715008858 Existing Customer 51 F 3 Unknown Single Less than $40K Blue 41 5 1 2 2941.0 655 2286.0 0.616 4099 66 0.571 0.223 6.2820e-05 0.99994000
771424908 Attrited Customer 38 M 2 Unknown Unknown $60K - $80K Blue 26 2 2 3 11252.0 1129 10123.0 0.462 1766 31 0.476 0.100 9.9527e-01 0.00472896
771215583 Existing Customer 39 M 3 High School Single $60K - $80K Blue 26 6 1 4 24534.0 1475 23059.0 0.528 3505 60 0.935 0.060 1.5942e-04 0.99984000
711012783 Attrited Customer 43 M 4 Graduate Single $120K + Blue 36 1 3 4 33384.0 0 33384.0 0.631 2066 46 0.769 0.000 9.9816e-01 0.00184351
827408058 Existing Customer 44 F 3 Graduate Married Less than $40K Blue 40 6 2 2 2232.0 2002 230.0 1.107 3803 68 0.511 0.897 1.1811e-04 0.99988000
713904708 Existing Customer 40 F 3 Graduate Married Less than $40K Blue 36 6 1 3 7582.0 1942 5640.0 0.823 4926 85 0.635 0.256 9.6126e-05 0.99990000
807596358 Existing Customer 49 M 2 Uneducated Married $80K - $120K Blue 44 6 2 2 13884.0 1204 12680.0 0.575 4650 70 0.556 0.087 1.1703e-04 0.99988000
708788583 Attrited Customer 64 F 1 College Unknown Less than $40K Blue 56 3 1 2 6167.0 0 6167.0 0.422 1648 43 0.536 0.000 9.8049e-01 0.01951000
713446083 Existing Customer 49 F 4 Uneducated Unknown Unknown Blue 39 5 2 3 11545.0 1732 9813.0 0.871 3996 65 0.548 0.150 2.0643e-04 0.99979000
717888108 Existing Customer 47 F 3 Doctorate Single $40K - $60K Blue 35 3 3 2 2872.0 2517 355.0 0.606 3635 62 0.824 0.876 2.7008e-04 0.99973000
819714408 Attrited Customer 44 F 2 Graduate Married Unknown Blue 39 6 3 3 5666.0 2386 3280.0 0.564 1981 42 1.000 0.421 9.9671e-01 0.00329379
716853258 Existing Customer 64 M 1 Graduate Single Less than $40K Blue 45 5 3 2 4417.0 0 4417.0 0.904 4253 72 0.895 0.000 1.6883e-04 0.99983000
719455083 Existing Customer 48 F 3 Uneducated Single Less than $40K Blue 39 4 3 4 2991.0 1508 1483.0 0.703 3734 64 0.882 0.504 5.5052e-04 0.99945000
779299233 Existing Customer 52 F 3 Graduate Single Less than $40K Silver 34 3 2 2 13109.0 1375 11734.0 0.742 3563 73 0.553 0.105 1.0672e-04 0.99989000
771922008 Existing Customer 57 F 2 Unknown Single Less than $40K Blue 46 5 2 2 5443.0 1889 3554.0 0.421 4416 64 0.600 0.347 1.2511e-04 0.99987000
708887433 Existing Customer 65 M 0 Graduate Single Less than $40K Blue 56 6 1 3 2717.0 0 2717.0 0.736 3150 59 0.475 0.000 7.9494e-05 0.99992000
713214558 Existing Customer 52 M 2 Graduate Married $60K - $80K Blue 41 4 3 3 2628.0 2195 433.0 0.635 3608 68 0.417 0.835 3.0251e-04 0.99970000
718038483 Existing Customer 42 M 3 Uneducated Single $80K - $120K Blue 35 5 1 4 16054.0 0 16054.0 0.446 3449 75 0.705 0.000 1.6861e-04 0.99983000
714053358 Existing Customer 37 M 2 High School Single $40K - $60K Blue 31 6 3 4 3216.0 0 3216.0 0.683 4039 81 1.077 0.000 5.0163e-04 0.99950000
713730933 Attrited Customer 53 F 4 Graduate Married Less than $40K Blue 36 2 3 5 1438.3 0 1438.3 0.314 1739 44 0.467 0.000 9.9893e-01 0.00106612
762775908 Existing Customer 46 F 2 High School Married Unknown Blue 39 3 1 2 12295.0 1292 11003.0 0.537 4177 63 0.750 0.105 5.3542e-05 0.99995000
713181558 Existing Customer 55 F 2 Doctorate Married Unknown Blue 47 6 1 3 5794.0 0 5794.0 0.732 4201 73 0.587 0.000 1.3405e-04 0.99987000
713079108 Existing Customer 51 F 0 Graduate Married Less than $40K Blue 42 5 3 2 1858.0 925 933.0 1.056 3660 72 0.600 0.498 1.5435e-04 0.99985000
804426858 Existing Customer 35 F 1 Uneducated Married Less than $40K Blue 30 3 2 1 2593.0 1660 933.0 0.562 1974 33 1.062 0.640 6.6245e-05 0.99993000
788379933 Existing Customer 41 M 3 Doctorate Single $60K - $80K Blue 34 5 3 2 12420.0 0 12420.0 0.709 4422 70 0.628 0.000 2.7008e-04 0.99973000
713740533 Existing Customer 41 M 3 Graduate Single $60K - $80K Blue 29 5 3 3 2775.0 1664 1111.0 0.809 2478 52 0.926 0.600 3.1390e-04 0.99969000
712235433 Attrited Customer 43 F 1 Graduate Single Less than $40K Blue 36 2 3 2 2886.0 0 2886.0 0.587 2326 50 0.429 0.000 9.9411e-01 0.00589000
811705233 Existing Customer 45 M 2 Unknown Single $40K - $60K Blue 40 6 4 3 7037.0 0 7037.0 0.583 4099 71 0.690 0.000 4.0183e-04 0.99960000
714594933 Existing Customer 44 F 2 Graduate Divorced Less than $40K Blue 36 6 3 0 7065.0 990 6075.0 0.503 3758 65 0.711 0.140 6.6354e-05 0.99993000
714377058 Attrited Customer 63 F 1 Unknown Single Less than $40K Blue 36 3 3 4 1896.0 0 1896.0 0.747 2186 50 0.562 0.000 9.9813e-01 0.00187387
827114058 Existing Customer 46 M 4 Post-Graduate Married $60K - $80K Blue 42 6 2 1 11634.0 0 11634.0 0.520 4447 74 0.574 0.000 8.4706e-05 0.99992000
708654933 Attrited Customer 51 F 2 Doctorate Married Less than $40K Platinum 42 3 2 3 15987.0 193 15794.0 0.435 2021 46 0.394 0.012 9.9793e-01 0.00207303
720283758 Attrited Customer 44 F 2 Uneducated Married Unknown Blue 36 1 3 3 13735.0 1733 12002.0 0.614 1783 43 0.654 0.126 9.9680e-01 0.00320374
801994458 Existing Customer 58 M 1 Unknown Single $40K - $60K Blue 52 3 2 3 3880.0 2517 1363.0 0.673 3163 65 0.970 0.649 1.9751e-04 0.99980000
718834233 Existing Customer 38 F 2 College Single Less than $40K Blue 21 4 1 2 6899.0 0 6899.0 0.771 3848 71 0.690 0.000 5.3547e-05 0.99995000
719196858 Existing Customer 50 M 2 Graduate Married $60K - $80K Blue 39 4 1 4 6508.0 2276 4232.0 1.008 4254 77 0.711 0.350 1.5804e-04 0.99984000
708451233 Existing Customer 46 F 3 Graduate Unknown Less than $40K Blue 36 5 3 4 5090.0 1650 3440.0 0.580 3707 72 0.440 0.324 5.3543e-04 0.99946000
718735908 Attrited Customer 47 M 4 Graduate Single $120K + Blue 35 3 4 3 7015.0 0 7015.0 0.456 1799 51 0.645 0.000 9.9740e-01 0.00260048
789339633 Existing Customer 51 M 2 Uneducated Divorced $120K + Blue 41 4 2 3 30560.0 0 30560.0 0.721 3736 55 0.719 0.000 1.9683e-04 0.99980000
804833058 Attrited Customer 49 M 3 Unknown Single $80K - $120K Blue 44 1 3 4 4384.0 0 4384.0 0.684 1832 49 0.581 0.000 9.9830e-01 0.00169532
712542258 Existing Customer 47 F 5 Unknown Married Less than $40K Blue 40 5 1 3 2950.0 2000 950.0 0.882 4742 79 0.837 0.678 1.0512e-04 0.99989000
713639058 Attrited Customer 49 M 3 High School Married $60K - $80K Blue 34 6 3 3 1511.0 0 1511.0 0.432 1329 35 0.591 0.000 9.9673e-01 0.00326528
709560258 Attrited Customer 49 F 3 Graduate Single Unknown Blue 31 2 3 4 4946.0 0 4946.0 0.540 2239 38 0.407 0.000 9.9814e-01 0.00186317
718317258 Existing Customer 54 F 3 Uneducated Single Less than $40K Blue 47 3 3 3 7477.0 1960 5517.0 1.008 3618 76 0.583 0.262 3.2275e-04 0.99968000
720362058 Attrited Customer 57 M 2 Uneducated Single $60K - $80K Silver 49 4 3 3 32182.0 0 32182.0 0.520 1937 46 0.704 0.000 9.9646e-01 0.00354449
712606158 Existing Customer 47 M 4 Uneducated Married $60K - $80K Blue 42 4 1 2 5715.0 1214 4501.0 0.858 3685 63 0.658 0.212 5.9391e-05 0.99994000
713162358 Existing Customer 49 F 4 Unknown Single $40K - $60K Blue 36 4 3 2 9595.0 509 9086.0 0.625 4050 72 0.500 0.053 2.0735e-04 0.99979000
710673558 Existing Customer 37 M 1 High School Single $60K - $80K Blue 21 3 2 2 21952.0 1600 20352.0 0.878 4087 70 0.628 0.073 1.0386e-04 0.99990000
710096658 Existing Customer 45 F 3 Unknown Married Less than $40K Blue 39 4 3 3 2606.0 1978 628.0 0.443 2191 42 0.500 0.759 3.4503e-04 0.99965000
721313808 Existing Customer 50 M 1 Doctorate Single $80K - $120K Blue 41 6 1 2 2826.0 1741 1085.0 0.669 4488 73 0.825 0.616 7.4811e-05 0.99993000
778924158 Existing Customer 45 F 2 High School Single Less than $40K Blue 26 4 3 4 1438.3 0 1438.3 0.710 3749 77 0.604 0.000 5.0163e-04 0.99950000
719602908 Attrited Customer 42 F 2 Post-Graduate Single $40K - $60K Blue 34 3 3 3 5667.0 812 4855.0 0.620 2064 42 0.400 0.143 9.9720e-01 0.00280059
820383558 Existing Customer 45 M 4 High School Married $80K - $120K Blue 40 6 2 3 6366.0 1344 5022.0 0.492 3258 58 0.758 0.211 1.9517e-04 0.99980000
717953283 Existing Customer 41 M 3 Graduate Married $60K - $80K Blue 31 5 2 2 2122.0 1189 933.0 0.398 4379 45 1.143 0.560 1.1811e-04 0.99988000
710327508 Existing Customer 44 F 4 Uneducated Single Less than $40K Blue 36 5 2 4 1687.0 1290 397.0 0.709 4247 87 0.706 0.765 3.5213e-04 0.99965000
785134758 Existing Customer 41 M 2 College Unknown $80K - $120K Blue 24 3 2 4 14320.0 0 14320.0 0.754 4077 77 0.791 0.000 3.1749e-04 0.99968000
811970808 Existing Customer 53 F 0 Graduate Single Less than $40K Blue 48 4 3 3 5972.0 1885 4087.0 0.973 3491 65 0.711 0.316 2.5960e-04 0.99974000
718676283 Existing Customer 43 F 2 Uneducated Married Less than $40K Blue 34 6 2 3 8771.0 1662 7109.0 0.555 3779 72 0.756 0.189 1.9683e-04 0.99980000
720439533 Existing Customer 64 F 0 Uneducated Single Less than $40K Blue 36 3 1 3 7112.0 1358 5754.0 0.553 4951 73 0.587 0.191 8.1736e-05 0.99992000
793720908 Existing Customer 46 M 5 Uneducated Single $40K - $60K Blue 40 6 2 2 7333.0 875 6458.0 0.807 3636 48 1.286 0.119 1.2082e-04 0.99988000
708937608 Existing Customer 37 F 4 High School Single Less than $40K Blue 18 4 1 2 2001.0 1366 635.0 0.860 4590 66 0.571 0.683 5.6153e-05 0.99994000
769189083 Existing Customer 46 F 2 Graduate Single Less than $40K Blue 40 4 2 4 1438.3 639 799.3 0.768 4427 85 0.735 0.444 3.2656e-04 0.99967000
713455233 Existing Customer 48 M 3 Graduate Married $80K - $120K Blue 37 5 2 1 34516.0 1416 33100.0 0.491 4026 65 0.512 0.041 7.1226e-05 0.99993000
719563158 Existing Customer 48 M 2 High School Married $40K - $60K Blue 36 6 3 2 4207.0 1921 2286.0 0.766 3850 75 0.562 0.457 1.7486e-04 0.99983000
753118533 Existing Customer 38 F 2 Doctorate Single Less than $40K Blue 31 6 3 2 1555.0 986 569.0 0.865 4686 75 0.667 0.634 2.6028e-04 0.99974000
713265858 Existing Customer 44 M 3 Graduate Married $120K + Blue 32 4 2 2 34516.0 1344 33172.0 0.523 4795 92 0.673 0.039 1.1811e-04 0.99988000
709713033 Attrited Customer 55 M 1 College Single $80K - $120K Blue 48 3 3 3 6846.0 0 6846.0 0.620 1735 35 0.522 0.000 9.9639e-01 0.00360825
711608958 Existing Customer 50 M 1 Uneducated Married $40K - $60K Blue 36 5 1 4 2071.0 1035 1036.0 0.754 4092 74 0.947 0.500 1.5252e-04 0.99985000
708633783 Attrited Customer 43 M 3 Uneducated Single $80K - $120K Blue 30 3 2 4 11336.0 0 11336.0 0.691 1809 39 0.345 0.000 9.9714e-01 0.00286097
714532158 Existing Customer 55 M 1 Doctorate Single $60K - $80K Blue 36 3 3 3 15221.0 1166 14055.0 0.839 3848 68 0.619 0.077 4.1087e-04 0.99959000
720950283 Attrited Customer 47 M 3 High School Married $80K - $120K Blue 34 3 3 3 21359.0 0 21359.0 0.551 2064 63 0.853 0.000 9.9673e-01 0.00326528
809797158 Existing Customer 42 M 2 Uneducated Single $80K - $120K Blue 37 3 3 4 19366.0 1592 17774.0 0.679 3627 66 1.000 0.082 5.3055e-04 0.99947000
713692683 Existing Customer 41 M 2 Uneducated Married $60K - $80K Blue 13 4 2 2 2243.0 1944 299.0 0.942 3216 77 0.674 0.867 1.1703e-04 0.99988000
710748483 Existing Customer 56 F 1 High School Single Less than $40K Blue 43 3 2 2 2923.0 1934 989.0 0.577 3861 68 0.700 0.662 1.0386e-04 0.99990000
720868683 Existing Customer 50 F 4 Uneducated Single $40K - $60K Blue 22 5 2 3 7853.0 1343 6510.0 0.491 1814 37 0.370 0.171 2.0643e-04 0.99979000
787532808 Existing Customer 41 M 4 Post-Graduate Married $40K - $60K Silver 30 6 3 3 16386.0 2236 14150.0 1.004 3293 66 0.833 0.136 3.3730e-04 0.99966000
709453833 Existing Customer 48 F 4 Graduate Single Unknown Blue 40 3 2 2 11164.0 859 10305.0 0.915 4227 67 0.634 0.077 1.1937e-04 0.99988000
712114458 Existing Customer 49 F 3 Uneducated Married Less than $40K Blue 31 6 3 3 2960.0 1835 1125.0 0.532 3941 64 0.455 0.620 3.2275e-04 0.99968000
811013658 Existing Customer 41 M 2 High School Married $120K + Blue 36 4 3 2 10816.0 871 9945.0 0.606 3221 68 0.581 0.081 1.7486e-04 0.99983000
789180933 Existing Customer 37 F 3 High School Single Less than $40K Blue 26 3 1 2 2917.0 2216 701.0 0.810 4524 67 0.489 0.760 5.5559e-05 0.99994000
717151383 Existing Customer 44 F 1 Graduate Married Less than $40K Blue 36 3 3 3 2568.0 1603 965.0 0.432 3616 85 0.545 0.624 2.8395e-04 0.99972000
712470033 Existing Customer 44 F 3 College Single Less than $40K Blue 30 6 3 3 4539.0 2053 2486.0 0.705 2960 67 0.861 0.452 3.0519e-04 0.99969000
717840108 Attrited Customer 48 M 4 Unknown Married $80K - $120K Blue 41 2 3 6 4806.0 1357 3449.0 0.573 1771 35 0.346 0.282 9.9945e-01 0.00055285
709131033 Existing Customer 65 F 0 Graduate Unknown Unknown Blue 36 3 3 4 2025.0 1701 324.0 0.628 4056 71 0.578 0.840 4.4282e-04 0.99956000
721506708 Existing Customer 54 M 1 Uneducated Unknown $80K - $120K Blue 46 4 1 4 6249.0 2517 3732.0 0.751 3988 68 0.789 0.403 1.5252e-04 0.99985000
716039433 Existing Customer 48 F 2 High School Single Less than $40K Blue 35 4 6 1 1686.0 1271 415.0 1.087 3445 64 0.730 0.754 8.3245e-05 0.99992000
710874933 Existing Customer 41 M 1 Graduate Married $80K - $120K Blue 31 5 3 4 10239.0 2224 8015.0 0.545 2149 40 1.105 0.217 4.8435e-04 0.99952000
794682483 Existing Customer 43 F 3 Post-Graduate Unknown Less than $40K Blue 23 5 3 3 4284.0 1094 3190.0 0.630 3095 64 0.524 0.255 3.6935e-04 0.99963000
709229358 Existing Customer 46 F 5 Uneducated Single Less than $40K Blue 38 6 1 4 2601.0 1604 997.0 0.853 4835 80 0.702 0.617 1.6776e-04 0.99983000
772177308 Existing Customer 47 F 2 Unknown Unknown Less than $40K Blue 36 4 2 2 1738.0 0 1738.0 1.124 2572 62 0.938 0.000 1.2511e-04 0.99987000
715016508 Attrited Customer 42 F 3 High School Married $40K - $60K Blue 36 1 3 4 4527.0 0 4527.0 0.801 2441 37 0.370 0.000 9.9808e-01 0.00191647
716071233 Existing Customer 42 M 0 High School Unknown $80K - $120K Silver 35 5 2 3 34516.0 1934 32582.0 0.626 4613 73 0.553 0.056 1.4430e-04 0.99986000
818308533 Existing Customer 47 M 5 Post-Graduate Married Less than $40K Blue 41 4 2 1 3532.0 0 3532.0 0.820 3162 56 0.600 0.000 8.3385e-05 0.99992000
711000933 Existing Customer 50 F 2 Graduate Single Unknown Blue 41 5 2 4 4846.0 2490 2356.0 0.788 3724 61 0.605 0.514 3.2656e-04 0.99967000
760104333 Existing Customer 43 F 3 Graduate Married Less than $40K Silver 36 6 2 2 11392.0 0 11392.0 0.821 3246 63 0.703 0.000 1.0672e-04 0.99989000
718201383 Existing Customer 49 M 1 College Married $60K - $80K Blue 43 6 3 4 22036.0 1560 20476.0 0.555 2139 48 0.714 0.071 4.7091e-04 0.99953000
779450958 Existing Customer 43 F 4 Graduate Married Less than $40K Blue 25 5 3 2 2772.0 1782 990.0 0.718 4739 88 0.796 0.643 1.8864e-04 0.99981000
717990183 Existing Customer 52 M 4 Uneducated Married $80K - $120K Blue 36 5 2 2 7474.0 2444 5030.0 0.619 5100 79 0.717 0.327 1.2274e-04 0.99988000
721252683 Existing Customer 40 M 5 Unknown Married $80K - $120K Blue 33 4 2 4 34516.0 1501 33015.0 0.813 3368 64 0.641 0.043 3.7057e-04 0.99963000
710505483 Existing Customer 46 M 3 Uneducated Married $60K - $80K Blue 36 4 3 3 11117.0 0 11117.0 0.814 3099 69 0.816 0.000 3.2275e-04 0.99968000
711587433 Existing Customer 47 F 4 Graduate Married Unknown Blue 33 6 3 1 10714.0 2407 8307.0 0.378 4328 71 0.543 0.225 1.1377e-04 0.99989000
720964683 Existing Customer 60 M 0 High School Single $40K - $60K Blue 36 5 3 2 5420.0 0 5420.0 0.810 3477 60 0.622 0.000 1.5005e-04 0.99985000
711478233 Existing Customer 38 F 1 Post-Graduate Single Less than $40K Blue 26 4 1 3 2652.0 2496 156.0 0.561 3691 58 1.071 0.941 1.0231e-04 0.99990000
717096858 Existing Customer 51 M 2 Doctorate Single $40K - $60K Blue 40 4 3 3 6492.0 719 5773.0 0.711 4828 78 0.529 0.111 4.3772e-04 0.99956000
719739108 Existing Customer 62 F 0 Graduate Divorced $40K - $60K Blue 50 3 2 4 11352.0 2517 8835.0 0.751 4021 56 0.806 0.222 2.8024e-04 0.99972000
717432933 Existing Customer 52 F 5 Unknown Single Unknown Blue 36 3 1 3 3167.0 1387 1780.0 0.899 4587 76 0.551 0.438 1.0512e-04 0.99989000
721501308 Existing Customer 41 M 3 High School Single Less than $40K Blue 33 6 3 1 7015.0 918 6097.0 0.957 4410 70 0.591 0.131 1.0943e-04 0.99989000
714169083 Existing Customer 48 M 4 Post-Graduate Single $120K + Blue 38 5 2 0 34516.0 1639 32877.0 0.688 4959 74 0.805 0.047 5.1813e-05 0.99995000
710194683 Existing Customer 43 M 3 Graduate Unknown $80K - $120K Blue 30 3 1 4 3244.0 2260 984.0 0.711 2313 39 0.857 0.697 1.6399e-04 0.99984000
715365183 Existing Customer 51 F 1 College Married Less than $40K Blue 42 4 2 2 2431.0 0 2431.0 0.886 3323 65 1.097 0.000 1.0387e-04 0.99990000
715448058 Existing Customer 42 F 1 College Married Less than $40K Blue 36 6 4 1 3050.0 1824 1226.0 0.771 1973 50 1.381 0.598 1.1963e-04 0.99988000
779008158 Existing Customer 54 F 4 Graduate Single Less than $40K Blue 43 3 1 4 2191.0 1655 536.0 1.008 4961 71 0.821 0.755 1.6574e-04 0.99983000
712822758 Existing Customer 52 F 3 Uneducated Married Less than $40K Blue 33 6 3 3 5677.0 1403 4274.0 0.951 2730 58 0.758 0.247 3.2275e-04 0.99968000
717466158 Existing Customer 48 F 2 Doctorate Married Less than $40K Blue 40 3 4 3 4176.0 1248 2928.0 0.434 4889 62 0.632 0.299 5.2896e-04 0.99947000
798687258 Existing Customer 40 M 4 Graduate Married Less than $40K Blue 34 3 1 2 2577.0 1812 765.0 0.666 4134 62 0.824 0.703 5.7762e-05 0.99994000
717380133 Existing Customer 65 M 0 High School Single $40K - $60K Blue 36 6 4 1 3305.0 1909 1396.0 0.371 4218 72 0.636 0.578 1.0936e-04 0.99989000
709693833 Existing Customer 47 M 4 Graduate Married $60K - $80K Blue 34 6 3 0 9261.0 1605 7656.0 0.571 2468 44 0.419 0.173 6.9589e-05 0.99993000
804847308 Existing Customer 64 F 0 Graduate Single $40K - $60K Blue 56 6 2 1 1564.0 0 1564.0 0.516 4018 69 0.605 0.000 5.8902e-05 0.99994000
716321583 Existing Customer 50 F 3 Unknown Single $40K - $60K Blue 36 5 3 3 12740.0 1173 11567.0 1.040 3441 55 0.719 0.092 3.4503e-04 0.99965000
712685733 Existing Customer 57 F 3 Unknown Single Unknown Silver 36 6 3 2 34516.0 1698 32818.0 0.823 3498 68 0.619 0.049 1.8538e-04 0.99981000
781306758 Attrited Customer 58 M 2 Uneducated Single $80K - $120K Blue 52 1 2 4 3091.0 2517 574.0 0.602 1844 49 0.633 0.814 9.9703e-01 0.00296843
743912958 Existing Customer 39 F 1 Graduate Single $40K - $60K Blue 32 3 3 1 3812.0 1103 2709.0 0.757 4080 65 0.625 0.289 1.0182e-04 0.99990000
712294083 Attrited Customer 54 F 2 High School Single Unknown Blue 44 4 3 4 3778.0 0 3778.0 0.739 2367 45 0.452 0.000 9.9801e-01 0.00198853
716630508 Existing Customer 58 M 3 High School Married $120K + Blue 50 6 2 4 12698.0 2361 10337.0 0.799 4425 75 0.630 0.186 3.2942e-04 0.99967000
711334983 Attrited Customer 41 F 3 High School Married Unknown Blue 32 1 2 4 26229.0 0 26229.0 0.504 2077 46 0.643 0.000 9.9697e-01 0.00302546
717442758 Existing Customer 51 F 4 High School Married $40K - $60K Blue 43 5 3 2 8346.0 1452 6894.0 1.194 4141 79 0.612 0.174 1.8339e-04 0.99982000
709137558 Existing Customer 52 M 0 Uneducated Unknown $80K - $120K Blue 36 6 4 4 5395.0 2084 3311.0 0.798 4689 69 0.725 0.386 5.5021e-04 0.99945000
714366708 Existing Customer 58 M 2 Unknown Divorced $60K - $80K Blue 36 6 1 1 1490.0 1069 421.0 0.840 3790 85 0.889 0.717 3.6508e-05 0.99996000
711925608 Existing Customer 42 M 4 Graduate Divorced $80K - $120K Blue 35 3 2 2 18274.0 1623 16651.0 0.681 3886 81 0.800 0.089 1.1937e-04 0.99988000
721202058 Existing Customer 62 F 0 High School Unknown $40K - $60K Blue 49 4 1 1 4409.0 785 3624.0 0.838 4160 61 0.649 0.178 2.7707e-05 0.99997000
716931183 Existing Customer 45 M 5 Uneducated Single $80K - $120K Blue 38 3 4 4 7560.0 788 6772.0 1.193 4296 68 0.700 0.104 6.6189e-04 0.99934000
800164083 Existing Customer 53 M 1 Uneducated Unknown $120K + Blue 47 4 2 2 20783.0 1257 19526.0 0.724 3819 76 0.617 0.060 1.0985e-04 0.99989000
719682183 Existing Customer 53 F 2 Unknown Single $40K - $60K Blue 43 3 4 4 6188.0 2517 3671.0 0.713 1997 43 1.048 0.407 6.8536e-04 0.99931000
710984133 Existing Customer 50 M 3 Uneducated Single $120K + Blue 36 5 3 4 27876.0 557 27319.0 0.768 4654 88 0.660 0.020 5.5052e-04 0.99945000
780307233 Existing Customer 44 F 2 Post-Graduate Married Less than $40K Blue 30 5 2 3 1924.0 1471 453.0 1.485 3521 58 1.000 0.765 2.2525e-04 0.99977000
716434533 Attrited Customer 40 M 3 High School Married $80K - $120K Blue 36 2 3 4 29149.0 0 29149.0 0.615 2106 56 0.697 0.000 9.9808e-01 0.00191647
828215508 Attrited Customer 55 F 2 Graduate Unknown Less than $40K Blue 50 4 4 3 1438.3 0 1438.3 0.639 1785 33 0.320 0.000 9.9727e-01 0.00272694
716138958 Existing Customer 50 F 1 Uneducated Married Less than $40K Blue 33 6 4 4 3160.0 1180 1980.0 1.000 3740 68 0.700 0.373 6.0180e-04 0.99940000
709276908 Existing Customer 38 F 2 High School Single $40K - $60K Blue 25 6 2 3 1438.3 0 1438.3 0.783 3990 75 0.596 0.000 1.8610e-04 0.99981000
815767983 Existing Customer 45 M 0 Graduate Married $60K - $80K Blue 40 4 3 3 1438.3 0 1438.3 0.555 4869 66 0.737 0.000 2.5960e-04 0.99974000
712812408 Attrited Customer 40 F 3 Unknown Married Less than $40K Blue 28 2 3 3 1535.0 0 1535.0 0.544 1921 41 0.464 0.000 9.9711e-01 0.00288892
712403358 Existing Customer 55 F 2 College Single $40K - $60K Blue 35 4 4 4 1438.3 696 742.3 0.888 4307 76 0.900 0.484 6.0624e-04 0.99939000
717826308 Existing Customer 49 F 5 Uneducated Married Less than $40K Blue 36 6 2 4 2331.0 1798 533.0 0.847 4061 66 0.692 0.771 3.4664e-04 0.99965000
753443583 Existing Customer 43 F 1 High School Single $40K - $60K Blue 36 5 2 1 8156.0 0 8156.0 0.663 3992 73 0.553 0.000 6.2633e-05 0.99994000
721428333 Existing Customer 47 F 3 Unknown Unknown Less than $40K Blue 34 4 2 1 8109.0 541 7568.0 0.958 3609 77 0.604 0.067 7.8291e-05 0.99992000
719910333 Existing Customer 43 F 3 Unknown Unknown Less than $40K Blue 36 4 4 2 5853.0 1190 4663.0 0.936 3595 80 0.667 0.203 2.4793e-04 0.99975000
713585958 Attrited Customer 48 F 4 College Married Less than $40K Blue 36 2 3 2 5997.0 0 5997.0 0.406 1457 42 0.500 0.000 9.9458e-01 0.00542000
712866933 Existing Customer 51 M 2 Graduate Married $60K - $80K Blue 32 6 3 4 10824.0 0 10824.0 0.962 3700 73 0.738 0.000 5.1600e-04 0.99948000
719219883 Existing Customer 47 M 2 Uneducated Married $60K - $80K Blue 36 4 1 2 9300.0 769 8531.0 0.680 3651 67 0.718 0.083 5.6630e-05 0.99994000
779170008 Existing Customer 51 F 2 High School Single $40K - $60K Blue 32 4 1 2 5351.0 0 5351.0 0.763 4596 78 0.500 0.000 5.3542e-05 0.99995000
779727558 Existing Customer 49 F 4 College Single Less than $40K Blue 33 4 2 3 2097.0 1250 847.0 0.699 4148 71 0.543 0.596 1.9519e-04 0.99980000
714373308 Existing Customer 53 F 1 Graduate Single Less than $40K Blue 46 6 4 4 2266.0 0 2266.0 0.565 3634 66 0.650 0.000 5.8531e-04 0.99941000
715000383 Existing Customer 55 M 3 Uneducated Single $80K - $120K Blue 46 4 2 3 13598.0 852 12746.0 0.785 4047 76 0.810 0.063 2.0424e-04 0.99980000
710493558 Attrited Customer 46 F 1 Post-Graduate Married $40K - $60K Blue 38 3 2 2 1803.0 0 1803.0 0.415 1979 37 0.321 0.000 9.9211e-01 0.00789000
778839108 Existing Customer 50 F 3 High School Married Less than $40K Blue 31 3 1 4 6292.0 0 6292.0 0.515 3687 74 0.644 0.000 1.5942e-04 0.99984000
715548183 Existing Customer 65 M 1 Graduate Single Unknown Blue 56 4 3 3 23566.0 1670 21896.0 0.735 3129 79 0.837 0.071 2.8395e-04 0.99972000
712545183 Existing Customer 51 F 4 Uneducated Single Less than $40K Blue 37 4 4 2 1765.0 1487 278.0 0.738 3333 66 1.000 0.842 2.3440e-04 0.99977000
779032308 Existing Customer 46 M 3 High School Married $80K - $120K Blue 27 4 2 3 4964.0 2316 2648.0 0.793 3279 66 0.941 0.467 1.9311e-04 0.99981000
721500108 Existing Customer 42 M 1 Graduate Unknown $60K - $80K Blue 32 5 3 2 3741.0 0 3741.0 0.959 4402 55 0.833 0.000 1.6883e-04 0.99983000
713389233 Existing Customer 49 F 3 High School Single Unknown Silver 36 3 2 2 31631.0 0 31631.0 0.632 3418 58 0.758 0.000 1.0374e-04 0.99990000
718811058 Existing Customer 40 M 3 Unknown Married $80K - $120K Blue 36 6 2 2 5014.0 1887 3127.0 0.806 4391 66 0.571 0.376 1.2982e-04 0.99987000
717084708 Existing Customer 45 F 4 High School Married Less than $40K Blue 34 6 4 1 2484.0 1543 941.0 0.703 3802 68 0.447 0.621 1.3366e-04 0.99987000
778247358 Existing Customer 65 M 1 Graduate Single Less than $40K Blue 56 5 3 2 7636.0 0 7636.0 0.801 3880 67 0.811 0.000 1.6883e-04 0.99983000
710702733 Existing Customer 46 M 4 Graduate Single $80K - $120K Blue 35 6 3 3 11096.0 0 11096.0 0.881 3949 69 0.683 0.000 3.1726e-04 0.99968000
815240358 Existing Customer 47 F 3 Uneducated Married Unknown Blue 42 4 1 4 25027.0 1501 23526.0 1.063 3357 62 0.771 0.060 1.6861e-04 0.99983000
715165758 Existing Customer 44 M 3 Post-Graduate Married $120K + Blue 35 3 4 1 27391.0 587 26804.0 0.821 2862 56 1.240 0.021 1.6007e-04 0.99984000
827964858 Attrited Customer 58 F 1 Uneducated Divorced Unknown Blue 54 3 5 3 3266.0 859 2407.0 0.740 2151 46 0.438 0.263 9.9694e-01 0.00305631
773667708 Attrited Customer 50 M 1 Graduate Divorced $60K - $80K Blue 44 3 4 3 7050.0 1008 6042.0 0.639 2176 39 0.560 0.143 9.9710e-01 0.00290471
717400533 Existing Customer 54 F 0 High School Married Less than $40K Blue 45 5 2 2 2704.0 789 1915.0 1.039 4839 92 0.769 0.292 9.4951e-05 0.99991000
713586858 Existing Customer 40 M 3 Uneducated Divorced $80K - $120K Blue 25 4 3 4 11721.0 1175 10546.0 0.779 4187 73 0.825 0.100 5.5052e-04 0.99945000
711393483 Existing Customer 49 F 4 Unknown Divorced Less than $40K Blue 36 4 3 1 2432.0 0 2432.0 1.293 4340 76 0.767 0.000 1.2505e-04 0.99987000
812979408 Attrited Customer 39 F 0 Unknown Married $40K - $60K Silver 34 3 0 3 15142.0 0 15142.0 0.761 2458 41 0.577 0.000 9.6690e-01 0.03310000
711877458 Existing Customer 51 F 3 College Married Less than $40K Blue 36 6 2 2 1936.0 0 1936.0 0.705 4072 72 0.756 0.000 1.1483e-04 0.99989000
714351558 Existing Customer 64 F 0 Uneducated Single Less than $40K Blue 36 3 2 1 1829.0 0 1829.0 0.576 3950 65 0.548 0.000 6.0563e-05 0.99994000
828343083 Existing Customer 43 F 4 High School Unknown Less than $40K Blue 39 3 3 3 2786.0 1793 993.0 0.803 3646 68 0.659 0.644 3.0842e-04 0.99969000
790002783 Existing Customer 38 F 2 Graduate Single Unknown Blue 30 4 1 4 19595.0 610 18985.0 0.582 4079 65 0.585 0.031 1.5804e-04 0.99984000
708615183 Existing Customer 44 M 2 Unknown Married $60K - $80K Blue 34 4 4 4 3828.0 1146 2682.0 0.681 4558 90 0.636 0.299 6.8536e-04 0.99931000
718509858 Existing Customer 46 M 3 Graduate Married $80K - $120K Blue 37 3 1 4 4786.0 0 4786.0 0.789 4347 69 0.683 0.000 1.6399e-04 0.99984000
718540308 Existing Customer 44 M 2 High School Single $80K - $120K Blue 36 5 3 0 22143.0 730 21413.0 0.871 4263 62 0.632 0.033 6.4505e-05 0.99994000
778180158 Existing Customer 44 M 4 Doctorate Divorced $80K - $120K Blue 34 5 1 4 7150.0 1887 5263.0 0.455 3636 69 0.643 0.264 2.3984e-04 0.99976000
778242708 Existing Customer 63 M 1 Unknown Single $60K - $80K Silver 53 5 4 4 25502.0 1450 24052.0 0.797 4323 81 0.688 0.057 5.8132e-04 0.99942000
806947308 Attrited Customer 40 M 4 Post-Graduate Married $60K - $80K Blue 35 3 4 3 20178.0 1553 18625.0 0.324 1735 44 0.375 0.077 9.9779e-01 0.00221086
714899283 Existing Customer 46 F 2 Unknown Married Less than $40K Blue 36 5 2 3 5258.0 1994 3264.0 0.725 3972 73 0.587 0.379 2.1042e-04 0.99979000
708386958 Attrited Customer 47 F 3 Unknown Married Less than $40K Blue 34 3 3 2 1561.0 0 1561.0 0.502 1947 28 0.556 0.000 9.9515e-01 0.00484967
710986758 Existing Customer 43 M 3 High School Single $60K - $80K Blue 30 6 2 4 11550.0 1505 10045.0 1.034 3891 76 0.900 0.130 3.2942e-04 0.99967000
718220358 Attrited Customer 58 M 1 Graduate Single $120K + Blue 36 2 3 4 28618.0 0 28618.0 0.685 1712 41 0.414 0.000 9.9794e-01 0.00205937
710568333 Existing Customer 47 M 4 College Unknown $60K - $80K Blue 35 4 2 3 6623.0 1823 4800.0 0.811 2293 47 0.567 0.275 1.9519e-04 0.99980000
712656783 Attrited Customer 49 M 1 Graduate Single $120K + Blue 36 3 4 3 8136.0 2517 5619.0 0.674 2179 40 0.429 0.309 9.9710e-01 0.00290471
717483558 Existing Customer 42 M 3 High School Married $120K + Blue 36 3 1 2 19156.0 1353 17803.0 1.410 3547 61 0.649 0.071 5.5559e-05 0.99994000
721440633 Existing Customer 55 F 1 High School Single Less than $40K Blue 36 5 2 3 7982.0 897 7085.0 0.778 4387 71 0.511 0.112 1.7468e-04 0.99983000
738899658 Attrited Customer 45 F 2 Graduate Single Unknown Blue 38 6 2 3 3120.0 2517 603.0 0.736 2468 43 0.536 0.807 9.9480e-01 0.00520000
711423558 Existing Customer 60 F 1 Post-Graduate Single $40K - $60K Blue 50 4 1 2 4606.0 0 4606.0 0.857 4181 63 1.032 0.000 6.0830e-05 0.99994000
721522533 Existing Customer 48 F 4 Graduate Single Less than $40K Blue 35 6 3 2 2005.0 1143 862.0 0.824 4311 70 0.591 0.570 1.8864e-04 0.99981000
708558408 Existing Customer 50 M 3 High School Single $40K - $60K Blue 31 5 3 3 9949.0 1597 8352.0 0.659 3776 83 0.596 0.161 3.0516e-04 0.99969000
714727833 Attrited Customer 41 F 2 Uneducated Single Less than $40K Blue 36 2 2 3 2892.0 2517 375.0 0.777 2257 48 0.714 0.870 9.9495e-01 0.00505000
714365883 Existing Customer 51 F 4 Uneducated Unknown Less than $40K Blue 40 3 3 4 7093.0 918 6175.0 0.560 3877 75 0.744 0.129 5.5640e-04 0.99944000
715856208 Existing Customer 47 M 3 Graduate Single $60K - $80K Blue 36 5 4 3 1896.0 1119 777.0 0.671 4028 76 0.767 0.590 3.7935e-04 0.99962000
708944958 Existing Customer 47 M 2 Uneducated Single $60K - $80K Blue 40 5 2 4 3569.0 1030 2539.0 1.090 4612 75 0.923 0.289 3.3577e-04 0.99966000
771516333 Existing Customer 41 F 2 Graduate Unknown $40K - $60K Blue 29 6 2 3 4663.0 0 4663.0 0.892 3831 81 0.761 0.000 1.9143e-04 0.99981000
772051308 Existing Customer 55 F 3 Graduate Single Unknown Blue 44 6 6 3 2553.0 1823 730.0 0.574 3853 69 0.683 0.714 2.4781e-04 0.99975000
788350908 Existing Customer 38 M 3 Graduate Single $40K - $60K Blue 31 3 1 3 5362.0 1110 4252.0 0.651 3548 69 0.500 0.207 9.6126e-05 0.99990000
818322033 Existing Customer 41 F 3 Graduate Married Less than $40K Blue 36 6 6 4 2873.0 1247 1626.0 0.889 3943 80 0.702 0.434 4.2271e-04 0.99958000
716288958 Existing Customer 40 M 2 College Married $80K - $120K Blue 36 3 4 3 7840.0 0 7840.0 0.726 4062 71 0.578 0.000 3.5543e-04 0.99964000
712347258 Existing Customer 43 F 2 Graduate Married Less than $40K Blue 35 3 3 2 2209.0 0 2209.0 0.749 4419 68 0.619 0.000 1.7987e-04 0.99982000
779072733 Existing Customer 36 F 2 College Married Less than $40K Blue 17 5 2 2 1971.0 0 1971.0 0.613 4979 77 0.571 0.000 1.1066e-04 0.99989000
710003958 Existing Customer 48 F 5 Post-Graduate Married Less than $40K Blue 40 3 3 3 1438.3 665 773.3 0.750 4100 84 0.615 0.462 3.6747e-04 0.99963000
715287708 Existing Customer 41 F 4 Graduate Married $40K - $60K Blue 33 6 3 2 6230.0 1173 5057.0 0.607 3769 77 0.540 0.188 1.8864e-04 0.99981000
708774708 Existing Customer 47 F 4 Graduate Unknown $40K - $60K Blue 29 6 1 3 2636.0 1589 1047.0 0.864 3858 70 0.522 0.603 9.7154e-05 0.99990000
713535033 Existing Customer 44 M 3 High School Married $80K - $120K Blue 36 3 3 2 22243.0 1377 20866.0 0.567 3200 91 0.717 0.062 1.8145e-04 0.99982000
719314683 Existing Customer 50 F 2 Unknown Divorced Less than $40K Blue 36 3 2 4 2855.0 527 2328.0 0.678 3645 69 0.605 0.185 3.5894e-04 0.99964000
789293358 Existing Customer 46 F 3 Graduate Married Less than $40K Blue 35 3 3 4 7578.0 1794 5784.0 0.620 5328 78 0.625 0.237 5.3543e-04 0.99946000
787638408 Existing Customer 47 F 1 High School Single Unknown Blue 40 5 4 4 8440.0 2087 6353.0 0.804 4161 74 0.644 0.247 5.6901e-04 0.99943000
715974783 Existing Customer 53 M 1 Graduate Married $80K - $120K Blue 40 4 3 3 4186.0 0 4186.0 0.888 4590 69 0.816 0.000 2.8395e-04 0.99972000
716134533 Existing Customer 44 M 4 College Single $80K - $120K Blue 34 4 4 3 22074.0 0 22074.0 1.199 4406 80 0.739 0.000 3.7275e-04 0.99963000
708834483 Attrited Customer 46 M 2 Doctorate Married $80K - $120K Blue 29 1 2 5 17667.0 0 17667.0 0.569 1775 42 0.556 0.000 9.9878e-01 0.00122089
780168333 Existing Customer 39 M 4 Graduate Married $120K + Blue 28 3 2 3 26548.0 1829 24719.0 0.685 3450 83 1.024 0.069 2.0077e-04 0.99980000
711557508 Existing Customer 51 M 2 Graduate Single $60K - $80K Blue 40 4 3 0 3532.0 764 2768.0 0.681 4066 74 0.574 0.216 6.6354e-05 0.99993000
772506858 Existing Customer 45 F 4 High School Single Unknown Blue 35 3 4 2 8795.0 2517 6278.0 0.625 4552 81 0.588 0.286 2.2162e-04 0.99978000
765692658 Existing Customer 49 F 4 Graduate Single Less than $40K Blue 42 4 3 4 2162.0 1882 280.0 0.934 3825 70 0.750 0.870 5.4115e-04 0.99946000
720598308 Attrited Customer 47 M 4 Uneducated Single $120K + Blue 37 3 2 6 34516.0 1126 33390.0 0.575 1736 35 0.400 0.033 9.9907e-01 0.00093370
709912683 Existing Customer 53 F 4 Graduate Single Unknown Gold 41 5 1 2 34516.0 2374 32142.0 0.810 4390 77 0.604 0.069 6.6549e-05 0.99993000
815353083 Attrited Customer 44 M 1 College Divorced $80K - $120K Silver 39 2 3 2 34516.0 2361 32155.0 0.529 1853 36 0.385 0.068 9.9330e-01 0.00670000
720093333 Existing Customer 41 M 3 Post-Graduate Divorced $120K + Blue 29 6 1 3 3491.0 2506 985.0 0.873 4855 79 0.580 0.718 1.1311e-04 0.99989000
717281658 Existing Customer 52 F 3 Graduate Divorced Less than $40K Blue 41 3 3 4 6060.0 1687 4373.0 0.563 3953 65 0.711 0.278 5.3543e-04 0.99946000
765731433 Existing Customer 48 F 3 Graduate Divorced Unknown Blue 41 3 4 3 7860.0 0 7860.0 0.598 3512 76 0.617 0.000 3.7935e-04 0.99962000
712050933 Attrited Customer 48 M 4 College Married $80K - $120K Blue 32 5 2 3 25190.0 0 25190.0 0.467 1533 41 0.323 0.000 9.9490e-01 0.00510000
787361583 Existing Customer 50 M 4 College Divorced $60K - $80K Blue 44 4 2 3 13911.0 2160 11751.0 0.730 2204 60 0.667 0.155 1.9519e-04 0.99980000
709921158 Existing Customer 51 M 1 High School Single $60K - $80K Blue 36 6 4 4 2281.0 1751 530.0 0.761 4241 76 0.854 0.768 5.6901e-04 0.99943000
714781908 Existing Customer 43 M 3 Graduate Single $60K - $80K Blue 35 3 3 2 5652.0 548 5104.0 0.647 3710 70 0.458 0.097 1.8665e-04 0.99981000
717592758 Attrited Customer 44 F 3 Unknown Single Less than $40K Blue 36 3 2 2 1606.0 1578 28.0 0.850 2418 44 0.467 0.983 9.9236e-01 0.00764000
821339433 Existing Customer 45 F 3 Graduate Married Unknown Blue 41 5 4 2 2777.0 2118 659.0 1.036 4442 64 0.829 0.763 2.2556e-04 0.99977000
715174983 Existing Customer 40 M 3 Graduate Married $60K - $80K Blue 36 4 4 4 2223.0 597 1626.0 0.572 3331 67 0.675 0.269 6.4703e-04 0.99935000
710863308 Existing Customer 48 M 4 Post-Graduate Married $40K - $60K Blue 29 6 1 2 2916.0 1074 1842.0 0.774 4020 84 0.680 0.368 6.7967e-05 0.99993000
806824908 Existing Customer 45 M 2 Unknown Married $120K + Blue 40 4 4 4 16476.0 1374 15102.0 0.459 4717 71 0.690 0.083 6.8536e-04 0.99931000
710592933 Existing Customer 44 F 2 Graduate Married Less than $40K Blue 30 3 2 3 9598.0 1092 8506.0 0.600 2216 54 0.588 0.114 1.9143e-04 0.99981000
771881283 Existing Customer 42 M 1 Uneducated Divorced $60K - $80K Blue 30 3 2 2 18570.0 1892 16678.0 0.748 4036 78 0.773 0.102 1.0985e-04 0.99989000
708687483 Attrited Customer 54 F 4 Graduate Single Less than $40K Silver 36 3 2 3 13626.0 0 13626.0 0.411 1711 30 0.250 0.000 9.9452e-01 0.00548000
719147208 Existing Customer 29 F 2 Unknown Single Less than $40K Blue 21 4 3 2 2298.0 0 2298.0 0.776 4814 88 0.630 0.000 1.9771e-04 0.99980000
709607733 Existing Customer 40 F 3 College Married Unknown Blue 36 4 2 4 9191.0 1666 7525.0 0.815 4275 83 0.766 0.181 3.2945e-04 0.99967000
713184858 Existing Customer 58 F 2 High School Single Less than $40K Blue 50 4 3 4 1438.3 818 620.3 0.917 4196 71 1.088 0.569 5.0163e-04 0.99950000
719929758 Existing Customer 50 F 1 Doctorate Married Unknown Blue 37 6 4 3 4181.0 0 4181.0 0.912 3057 54 0.688 0.000 4.9651e-04 0.99950000
759127158 Existing Customer 48 M 3 College Married $40K - $60K Blue 35 3 1 3 2592.0 0 2592.0 0.767 4177 85 0.771 0.000 9.3457e-05 0.99991000
780717483 Existing Customer 51 F 3 High School Married Less than $40K Blue 40 6 3 3 7540.0 773 6767.0 0.688 4755 58 0.706 0.103 3.0516e-04 0.99969000
708507483 Existing Customer 43 F 3 College Divorced Less than $40K Blue 31 6 4 3 1477.0 0 1477.0 0.756 4802 82 0.864 0.000 3.6881e-04 0.99963000
787617483 Existing Customer 58 F 0 Uneducated Single Less than $40K Blue 48 6 2 4 2628.0 1542 1086.0 0.930 4335 76 0.727 0.587 2.8814e-04 0.99971000
816608808 Existing Customer 46 M 1 Graduate Single $80K - $120K Blue 41 4 2 3 8916.0 0 8916.0 0.631 2773 62 0.676 0.000 1.7969e-04 0.99982000
716727258 Existing Customer 52 F 1 Post-Graduate Married Unknown Blue 42 5 1 2 1481.0 0 1481.0 0.698 4435 67 0.718 0.000 6.0830e-05 0.99994000
813890883 Existing Customer 44 F 1 Uneducated Unknown Less than $40K Blue 39 4 2 1 1555.0 0 1555.0 0.583 3811 65 0.711 0.000 6.6245e-05 0.99993000
768256908 Attrited Customer 45 M 3 Uneducated Married Less than $40K Blue 39 3 3 4 8580.0 1636 6944.0 0.393 1880 37 0.233 0.191 9.9819e-01 0.00181217
811095483 Existing Customer 48 F 4 Graduate Married $40K - $60K Silver 43 3 1 0 21163.0 2517 18646.0 0.569 1732 35 0.458 0.119 1.9252e-05 0.99998000
720168558 Existing Customer 39 F 0 Graduate Married Less than $40K Blue 36 3 3 3 2936.0 0 2936.0 0.842 4876 74 0.542 0.000 2.5960e-04 0.99974000
719309133 Existing Customer 56 F 1 Graduate Married Less than $40K Blue 51 3 3 4 1438.3 0 1438.3 0.798 3877 70 0.556 0.000 4.8435e-04 0.99952000
721451208 Attrited Customer 54 M 2 Graduate Single $60K - $80K Silver 45 2 3 2 30540.0 0 30540.0 0.602 1980 36 0.800 0.000 9.9389e-01 0.00611000
772879158 Existing Customer 47 M 5 High School Married $60K - $80K Blue 38 4 1 2 7357.0 1069 6288.0 0.770 3943 64 0.641 0.145 5.5277e-05 0.99994000
712934583 Existing Customer 44 F 4 Uneducated Married Less than $40K Silver 36 6 3 0 11879.0 0 11879.0 0.735 3490 62 0.938 0.000 6.4651e-05 0.99994000
710088483 Existing Customer 52 M 3 Uneducated Married $80K - $120K Blue 40 4 1 3 21877.0 1073 20804.0 0.908 3283 56 1.000 0.049 9.8837e-05 0.99990000
753534633 Existing Customer 42 M 3 High School Single $60K - $80K Blue 35 4 3 3 7255.0 0 7255.0 0.900 3148 62 0.824 0.000 3.0516e-04 0.99969000
710932683 Existing Customer 55 F 2 High School Single Less than $40K Blue 36 2 1 2 6394.0 0 6394.0 0.656 3470 69 0.917 0.000 5.3542e-05 0.99995000
714751158 Attrited Customer 49 M 2 High School Divorced $80K - $120K Blue 36 4 2 4 34516.0 2517 31999.0 0.376 1789 48 0.455 0.073 9.9686e-01 0.00313909
718109808 Existing Customer 38 M 5 College Single $60K - $80K Blue 25 4 3 0 5597.0 1118 4479.0 0.753 4599 89 0.648 0.200 6.6602e-05 0.99993000
713227233 Existing Customer 42 M 4 Graduate Single $80K - $120K Blue 33 4 2 2 32535.0 0 32535.0 0.792 4374 79 0.795 0.000 1.1937e-04 0.99988000
718342158 Attrited Customer 38 F 4 Graduate Single Less than $40K Blue 26 2 2 2 4391.0 1933 2458.0 0.579 1849 36 0.385 0.440 9.9169e-01 0.00831000
804606033 Existing Customer 46 M 4 High School Unknown $40K - $60K Blue 41 6 1 2 8738.0 1172 7566.0 0.650 3121 60 0.395 0.134 5.6153e-05 0.99994000
720755658 Existing Customer 42 F 2 Doctorate Married Less than $40K Blue 32 6 6 0 1592.0 0 1592.0 0.745 4172 70 0.750 0.000 7.5798e-05 0.99992000
711795633 Existing Customer 65 M 0 Doctorate Single Less than $40K Blue 52 3 3 4 3675.0 0 3675.0 0.664 3798 53 0.472 0.000 6.4070e-04 0.99936000
716654808 Attrited Customer 48 M 4 High School Single $120K + Blue 39 3 4 4 24593.0 0 24593.0 0.777 2084 31 0.550 0.000 9.9843e-01 0.00156953
817616433 Existing Customer 55 F 2 College Unknown Unknown Blue 41 6 2 2 7613.0 0 7613.0 0.680 4268 69 0.725 0.000 1.1066e-04 0.99989000
716390958 Attrited Customer 45 M 4 Unknown Married $120K + Blue 31 1 4 3 26107.0 0 26107.0 0.550 1697 47 0.424 0.000 9.9763e-01 0.00236635
716564433 Attrited Customer 53 F 1 Graduate Single Less than $40K Blue 36 3 2 4 4287.0 0 4287.0 0.294 1635 41 0.242 0.000 9.9675e-01 0.00325077
719530158 Existing Customer 57 M 1 Graduate Single $60K - $80K Blue 44 3 3 2 9843.0 1273 8570.0 0.563 3677 66 0.571 0.129 1.6883e-04 0.99983000
710621283 Existing Customer 50 M 2 High School Married $60K - $80K Blue 32 3 1 3 10733.0 783 9950.0 0.732 3910 66 0.650 0.073 9.0056e-05 0.99991000
716714733 Existing Customer 41 M 3 Graduate Single $80K - $120K Blue 30 3 2 0 3460.0 955 2505.0 0.644 3642 69 0.769 0.276 4.3568e-05 0.99996000
720921408 Existing Customer 46 F 2 College Single Less than $40K Blue 36 6 1 4 1996.0 1544 452.0 0.919 3760 69 0.683 0.774 1.5365e-04 0.99985000
789185508 Existing Customer 49 M 2 High School Married $60K - $80K Blue 38 5 2 1 5536.0 756 4780.0 0.635 3918 70 0.628 0.137 6.6728e-05 0.99993000
807014583 Existing Customer 31 F 0 Graduate Divorced Unknown Blue 26 3 3 3 1469.0 0 1469.0 0.915 4331 89 0.935 0.000 2.5960e-04 0.99974000
721388283 Existing Customer 54 M 2 Post-Graduate Single $120K + Blue 45 3 1 4 5597.0 0 5597.0 0.596 4844 58 0.871 0.000 1.8595e-04 0.99981000
716022258 Attrited Customer 51 F 3 College Single Less than $40K Blue 36 3 3 3 8960.0 2222 6738.0 0.382 1853 40 0.333 0.248 9.9674e-01 0.00326498
789362058 Existing Customer 52 M 4 Uneducated Married $60K - $80K Blue 42 3 2 0 5693.0 0 5693.0 0.928 4003 64 0.684 0.000 4.5275e-05 0.99995000
771460158 Existing Customer 43 M 3 Graduate Single Less than $40K Blue 31 3 1 2 4098.0 1776 2322.0 0.673 3939 84 0.647 0.433 5.7151e-05 0.99994000
714147858 Existing Customer 44 M 3 High School Single $80K - $120K Blue 35 3 3 4 18358.0 1044 17314.0 0.524 3920 85 0.491 0.057 5.2052e-04 0.99948000
708394908 Existing Customer 44 M 0 High School Single $40K - $60K Blue 33 5 1 3 2337.0 1442 895.0 0.659 3945 65 0.548 0.617 7.7279e-05 0.99992000
778433283 Attrited Customer 51 M 3 High School Married $60K - $80K Blue 31 3 3 3 8989.0 0 8989.0 0.470 2031 53 1.038 0.000 9.9673e-01 0.00326528
720637008 Existing Customer 51 F 2 Uneducated Married Less than $40K Blue 43 6 2 3 2124.0 1426 698.0 0.966 3210 52 0.733 0.671 1.9683e-04 0.99980000
716877258 Existing Customer 55 F 3 Graduate Single Less than $40K Blue 48 4 3 2 3968.0 1374 2594.0 0.703 4641 65 0.711 0.346 1.8665e-04 0.99981000
812973708 Existing Customer 42 M 3 High School Unknown $40K - $60K Blue 37 6 2 4 2793.0 1661 1132.0 1.117 3247 69 0.865 0.595 3.2942e-04 0.99967000
788760633 Existing Customer 53 M 3 Uneducated Divorced $60K - $80K Blue 33 4 2 2 13513.0 1495 12018.0 0.505 3503 68 0.511 0.111 1.2144e-04 0.99988000
718602708 Existing Customer 43 M 3 Graduate Single $80K - $120K Blue 33 3 3 2 16351.0 1541 14810.0 0.763 3475 82 0.673 0.094 1.8665e-04 0.99981000
712365483 Existing Customer 51 M 1 Graduate Single $60K - $80K Blue 43 5 2 4 9619.0 1731 7888.0 0.712 3690 76 0.520 0.180 3.0653e-04 0.99969000
789154833 Existing Customer 56 M 3 High School Single $80K - $120K Blue 44 5 2 0 19030.0 912 18118.0 0.894 4137 72 0.532 0.048 4.2354e-05 0.99996000
715849983 Existing Customer 44 F 4 Unknown Married Less than $40K Blue 36 4 1 4 2107.0 0 2107.0 0.975 4007 82 0.952 0.000 1.8218e-04 0.99982000
780336258 Existing Customer 55 F 1 Graduate Single Less than $40K Blue 42 6 3 2 2517.0 1257 1260.0 0.834 4528 75 0.786 0.499 1.6883e-04 0.99983000
716567433 Existing Customer 41 F 4 Graduate Married $40K - $60K Blue 36 3 2 3 3179.0 1229 1950.0 0.781 4337 82 1.050 0.387 2.0077e-04 0.99980000
713057658 Existing Customer 48 F 3 Unknown Divorced Less than $40K Blue 36 5 1 4 3968.0 935 3033.0 0.649 4128 72 0.674 0.236 1.8025e-04 0.99982000
718191483 Existing Customer 45 M 3 Graduate Divorced $60K - $80K Blue 35 6 3 2 5065.0 1362 3703.0 0.680 3555 75 0.471 0.269 1.8665e-04 0.99981000
811527933 Attrited Customer 65 F 0 College Single Less than $40K Silver 56 3 4 3 10885.0 1758 9127.0 0.800 2291 39 0.773 0.162 9.9639e-01 0.00361426
778617708 Attrited Customer 46 M 3 College Married $80K - $120K Blue 26 6 2 3 1438.3 864 574.3 0.766 2299 40 0.481 0.601 9.9485e-01 0.00515000
785055108 Existing Customer 52 M 0 Graduate Single $60K - $80K Blue 46 4 2 4 10817.0 1142 9675.0 0.722 3889 60 0.818 0.106 2.8024e-04 0.99972000
822961533 Existing Customer 65 F 0 College Divorced Unknown Blue 56 5 2 3 13666.0 0 13666.0 0.808 3998 70 1.000 0.000 1.5971e-04 0.99984000
709124883 Existing Customer 49 M 3 College Married $80K - $120K Blue 37 5 1 2 2149.0 1796 353.0 0.628 5228 93 0.661 0.836 5.5564e-05 0.99994000
772574283 Attrited Customer 50 F 2 Graduate Married $40K - $60K Blue 40 3 1 4 7191.0 0 7191.0 0.565 1654 30 0.579 0.000 9.9371e-01 0.00629000
761240358 Existing Customer 52 F 2 Unknown Single Less than $40K Blue 45 5 2 2 2155.0 1219 936.0 0.805 4295 77 0.791 0.566 1.2511e-04 0.99987000
708469533 Existing Customer 42 F 3 Unknown Married Unknown Blue 34 6 3 2 5395.0 1439 3956.0 0.781 3523 79 0.717 0.267 2.0516e-04 0.99979000
769927533 Existing Customer 50 F 1 High School Married Less than $40K Blue 44 4 2 1 3222.0 1422 1800.0 0.662 4613 72 0.600 0.441 6.2633e-05 0.99994000
718545033 Existing Customer 27 F 0 Graduate Married Less than $40K Blue 17 4 2 2 2042.0 1567 475.0 0.744 5146 78 0.733 0.767 9.7673e-05 0.99990000
714972558 Attrited Customer 37 F 2 Graduate Single Less than $40K Blue 36 2 3 0 1610.0 0 1610.0 0.889 2729 45 0.406 0.000 9.8515e-01 0.01485000
772204758 Existing Customer 42 F 2 Post-Graduate Unknown Less than $40K Blue 31 3 2 2 3809.0 1165 2644.0 0.634 2306 46 0.643 0.306 1.3393e-04 0.99987000
709039533 Existing Customer 43 F 3 Unknown Unknown Less than $40K Blue 24 6 1 4 5544.0 1095 4449.0 0.572 3829 55 0.964 0.198 1.8025e-04 0.99982000
716492583 Existing Customer 37 F 1 Uneducated Single Less than $40K Blue 28 6 3 4 2388.0 1708 680.0 0.903 4539 89 0.745 0.715 4.9800e-04 0.99950000
766381908 Existing Customer 49 F 4 High School Married Less than $40K Blue 42 4 1 4 2473.0 1263 1210.0 0.710 4597 80 0.600 0.511 1.6112e-04 0.99984000
719109783 Existing Customer 42 M 3 Uneducated Married $40K - $60K Blue 32 3 3 2 13103.0 1809 11294.0 0.724 4323 72 0.500 0.138 1.9191e-04 0.99981000
796236258 Existing Customer 48 F 5 High School Single $40K - $60K Blue 42 5 1 2 2465.0 1128 1337.0 0.613 4030 86 0.483 0.458 5.5277e-05 0.99994000
709700058 Existing Customer 52 F 2 Graduate Single $40K - $60K Blue 33 5 2 2 6081.0 989 5092.0 1.222 4451 70 0.429 0.163 1.1382e-04 0.99989000
716905158 Existing Customer 45 M 2 Unknown Single $60K - $80K Blue 30 3 1 3 21815.0 0 21815.0 0.807 3904 72 1.118 0.000 1.0183e-04 0.99990000
718851783 Existing Customer 49 M 1 High School Married $80K - $120K Silver 37 4 3 2 34516.0 2386 32130.0 0.698 3924 65 0.512 0.069 1.4830e-04 0.99985000
709709283 Attrited Customer 38 M 3 College Single $40K - $60K Blue 19 1 2 4 3458.0 321 3137.0 0.586 2256 40 0.290 0.093 9.9697e-01 0.00302519
711993258 Existing Customer 50 F 0 High School Single $40K - $60K Blue 39 5 3 2 8264.0 2057 6207.0 0.821 4240 73 0.587 0.249 1.5005e-04 0.99985000
780105483 Attrited Customer 65 F 0 Uneducated Single Less than $40K Blue 50 3 4 4 1697.0 377 1320.0 1.048 2799 49 0.485 0.222 9.9819e-01 0.00181320
718350033 Existing Customer 50 M 3 College Single $40K - $60K Blue 36 3 2 2 3069.0 1881 1188.0 1.111 2909 58 1.522 0.613 1.1483e-04 0.99989000
715294083 Attrited Customer 46 M 2 College Single $80K - $120K Blue 38 2 3 2 10309.0 0 10309.0 0.451 1760 40 0.600 0.000 9.9432e-01 0.00568000
710905908 Existing Customer 43 M 4 High School Single $60K - $80K Blue 36 4 3 3 4983.0 1355 3628.0 0.660 1939 30 0.500 0.272 3.0842e-04 0.99969000
721387008 Existing Customer 42 M 4 Graduate Married $120K + Blue 24 3 2 3 3103.0 1783 1320.0 0.479 4792 69 0.643 0.575 2.0077e-04 0.99980000
715411608 Existing Customer 45 F 3 High School Single $40K - $60K Blue 36 3 1 1 1663.0 1112 551.0 0.588 2978 61 0.906 0.669 3.3505e-05 0.99997000
710598408 Existing Customer 55 F 0 Graduate Single Less than $40K Blue 36 6 1 1 2695.0 0 2695.0 0.816 4557 94 0.843 0.000 2.8501e-05 0.99997000
718521258 Existing Customer 50 F 4 Post-Graduate Married Unknown Blue 41 6 3 4 18178.0 0 18178.0 0.744 3445 76 0.767 0.000 6.3671e-04 0.99936000
713138433 Existing Customer 50 M 3 Graduate Single $60K - $80K Blue 42 4 2 3 14782.0 1020 13762.0 0.683 3206 54 0.800 0.069 1.9864e-04 0.99980000
718819158 Existing Customer 54 F 3 Uneducated Single $40K - $60K Blue 41 3 1 3 2488.0 2196 292.0 0.733 4361 75 0.630 0.883 9.8837e-05 0.99990000
718871358 Existing Customer 45 F 2 Graduate Single Unknown Blue 36 4 1 1 1785.0 0 1785.0 0.649 4964 82 0.907 0.000 3.3214e-05 0.99997000
720186258 Existing Customer 45 F 4 High School Divorced $40K - $60K Blue 31 5 2 4 4701.0 1170 3531.0 0.547 4136 77 0.604 0.249 3.3294e-04 0.99967000
710197308 Existing Customer 39 F 2 Graduate Married Less than $40K Blue 28 4 3 0 1438.3 0 1438.3 1.017 4089 73 0.872 0.000 6.6354e-05 0.99993000
817086783 Existing Customer 45 F 3 High School Married Less than $40K Blue 27 4 3 2 2826.0 2162 664.0 0.924 2005 32 0.684 0.765 1.8145e-04 0.99982000
749211483 Existing Customer 52 F 0 College Married $40K - $60K Blue 45 4 2 1 4597.0 1905 2692.0 0.906 4932 67 0.914 0.414 5.7266e-05 0.99994000
789749433 Existing Customer 33 F 1 Graduate Married Less than $40K Blue 21 5 3 2 2591.0 2340 251.0 0.608 4730 82 0.708 0.903 1.6883e-04 0.99983000
715082133 Existing Customer 40 M 2 Graduate Married $40K - $60K Blue 36 5 2 2 2494.0 1492 1002.0 0.744 3407 61 0.694 0.598 1.1382e-04 0.99989000
714946908 Existing Customer 61 M 1 Uneducated Single $40K - $60K Blue 36 6 1 1 5039.0 1352 3687.0 0.797 3300 68 0.545 0.268 3.2055e-05 0.99997000
716711433 Attrited Customer 48 M 5 High School Married $40K - $60K Blue 39 3 3 1 7897.0 157 7740.0 0.699 2270 46 0.394 0.020 9.9090e-01 0.00910000
712429458 Existing Customer 50 M 2 Graduate Unknown $60K - $80K Blue 38 5 3 3 4772.0 1770 3002.0 0.545 4054 72 0.674 0.371 3.0251e-04 0.99970000
708406083 Existing Customer 35 F 0 Unknown Married Less than $40K Blue 24 5 3 1 3436.0 2493 943.0 0.824 5211 90 0.765 0.726 1.0232e-04 0.99990000
720029508 Existing Customer 50 F 1 Graduate Single $40K - $60K Blue 37 3 1 0 12064.0 1312 10752.0 0.462 4100 67 0.675 0.109 1.9069e-05 0.99998000
709227033 Existing Customer 53 M 3 Graduate Single $80K - $120K Blue 46 5 2 3 9065.0 1548 7517.0 0.872 4030 73 0.780 0.171 1.9864e-04 0.99980000
720846558 Existing Customer 49 M 1 Unknown Single $80K - $120K Blue 36 6 3 4 34516.0 0 34516.0 0.665 2512 45 0.324 0.000 5.3237e-04 0.99947000
716475183 Existing Customer 45 M 3 Graduate Unknown $60K - $80K Blue 35 3 3 3 10290.0 753 9537.0 0.858 4326 81 0.761 0.073 3.1390e-04 0.99969000
714296358 Existing Customer 52 F 2 College Unknown Less than $40K Blue 44 4 1 3 3433.0 2486 947.0 0.838 4831 78 0.529 0.724 9.0064e-05 0.99991000
719998233 Existing Customer 40 M 3 Unknown Married $120K + Silver 30 6 3 2 34516.0 964 33552.0 0.521 2922 71 0.775 0.028 1.8538e-04 0.99981000
719217483 Existing Customer 45 F 4 Doctorate Married Less than $40K Blue 36 5 1 2 3240.0 1775 1465.0 0.754 4200 67 0.675 0.548 8.3588e-05 0.99992000
720479058 Existing Customer 50 F 1 Post-Graduate Single Less than $40K Blue 39 4 2 2 1438.3 851 587.3 0.983 4379 64 0.829 0.592 1.2571e-04 0.99987000
779192283 Existing Customer 51 F 2 Unknown Married Less than $40K Blue 39 3 1 2 6462.0 2517 3945.0 0.842 4156 77 0.833 0.390 6.0540e-05 0.99994000
716385033 Existing Customer 60 F 1 Graduate Single Unknown Blue 36 6 1 3 4408.0 1201 3207.0 0.770 4157 71 0.651 0.272 8.6952e-05 0.99991000
711588708 Attrited Customer 50 F 2 Uneducated Married $40K - $60K Blue 36 1 3 1 1438.3 458 980.3 0.613 1863 42 0.312 0.318 9.9111e-01 0.00889000
714492783 Attrited Customer 46 F 4 Uneducated Married Less than $40K Blue 36 3 3 3 1438.3 0 1438.3 0.346 1517 38 0.407 0.000 9.9694e-01 0.00305523
709192233 Attrited Customer 50 F 2 Unknown Married Unknown Blue 39 3 2 1 1773.0 0 1773.0 0.228 1764 30 0.111 0.000 9.8692e-01 0.01308000
797998158 Existing Customer 52 M 3 Uneducated Single $80K - $120K Blue 46 4 1 2 4555.0 0 4555.0 1.031 3646 66 1.200 0.000 5.8763e-05 0.99994000
714021183 Existing Customer 54 M 4 Graduate Single $80K - $120K Blue 36 4 2 3 30666.0 1046 29620.0 0.801 3709 66 0.886 0.034 2.0077e-04 0.99980000
780710433 Existing Customer 53 M 2 College Single $80K - $120K Blue 42 4 2 2 1575.0 0 1575.0 1.320 4241 77 0.974 0.000 1.1066e-04 0.99989000
780068283 Existing Customer 53 M 1 Graduate Single $120K + Blue 38 4 3 3 1891.0 922 969.0 0.812 3822 69 0.533 0.488 2.8395e-04 0.99972000
719930658 Existing Customer 40 M 4 Uneducated Married $120K + Blue 24 4 2 2 16634.0 1946 14688.0 0.926 3455 72 1.000 0.117 1.2274e-04 0.99988000
755593983 Existing Customer 50 F 1 Graduate Married Unknown Blue 43 6 1 2 7985.0 0 7985.0 1.032 3873 72 0.674 0.000 5.1697e-05 0.99995000
770938533 Existing Customer 45 M 1 College Unknown $120K + Blue 32 3 1 3 3304.0 1370 1934.0 0.954 3914 70 0.667 0.415 8.4537e-05 0.99992000
714121083 Existing Customer 40 F 3 Graduate Married $40K - $60K Blue 20 5 2 2 6247.0 1508 4739.0 1.010 5158 68 0.447 0.241 1.1811e-04 0.99988000
779210283 Existing Customer 36 M 3 Uneducated Married $40K - $60K Blue 25 6 2 4 3645.0 2517 1128.0 0.749 4142 74 0.644 0.691 3.4841e-04 0.99965000
709739283 Existing Customer 62 M 0 High School Single Unknown Blue 36 3 3 3 21329.0 2119 19210.0 0.644 4206 75 1.027 0.099 2.5237e-04 0.99975000
716230158 Existing Customer 35 F 3 Graduate Married $40K - $60K Blue 36 4 1 4 7234.0 2000 5234.0 0.754 4272 83 0.596 0.276 1.6399e-04 0.99984000
708724908 Existing Customer 47 F 2 High School Single Less than $40K Blue 35 4 2 3 2262.0 0 2262.0 0.806 4113 83 0.627 0.000 1.8610e-04 0.99981000
789025083 Existing Customer 40 M 4 Unknown Unknown Less than $40K Blue 27 5 3 0 1438.3 860 578.3 0.790 4655 82 0.864 0.598 7.6492e-05 0.99992000
713804058 Existing Customer 45 F 4 College Married Less than $40K Blue 36 5 2 3 4187.0 2199 1988.0 0.908 4647 81 0.884 0.525 1.9519e-04 0.99980000
718791708 Attrited Customer 48 M 2 High School Married $80K - $120K Blue 32 1 2 4 16362.0 2268 14094.0 0.841 2228 37 0.850 0.139 9.9686e-01 0.00313909
785529708 Existing Customer 59 M 1 Graduate Single $120K + Blue 53 6 2 2 34516.0 0 34516.0 0.711 4333 70 0.628 0.000 1.0684e-04 0.99989000
794528283 Existing Customer 44 M 4 College Married $60K - $80K Blue 28 4 2 2 2748.0 878 1870.0 0.633 3383 67 0.558 0.320 1.1605e-04 0.99988000
794856033 Existing Customer 38 M 3 Post-Graduate Married $80K - $120K Blue 32 3 2 3 5242.0 470 4772.0 0.805 4306 77 0.604 0.090 2.3373e-04 0.99977000
712939533 Existing Customer 43 M 5 Graduate Married $60K - $80K Blue 35 4 3 0 21585.0 986 20599.0 0.631 3789 70 0.750 0.046 6.8504e-05 0.99993000
708178608 Existing Customer 31 F 0 Graduate Married Unknown Blue 36 4 2 2 2488.0 0 2488.0 1.050 4226 73 0.521 0.000 9.7673e-05 0.99990000
716556258 Existing Customer 50 F 3 Doctorate Single Less than $40K Blue 39 6 1 3 9966.0 0 9966.0 0.966 4401 60 1.069 0.000 1.3910e-04 0.99986000
708404883 Existing Customer 45 F 2 High School Single Unknown Blue 37 4 2 4 27804.0 0 27804.0 1.301 2761 57 0.966 0.000 3.1746e-04 0.99968000
709742958 Existing Customer 45 M 5 High School Married $60K - $80K Blue 37 3 1 3 15626.0 1148 14478.0 1.028 3386 65 0.711 0.073 9.2974e-05 0.99991000
772695033 Attrited Customer 47 M 5 High School Single $80K - $120K Blue 37 3 4 4 18800.0 2517 16283.0 0.482 1575 23 0.211 0.134 9.9841e-01 0.00159436
714850158 Existing Customer 49 M 4 Graduate Single $80K - $120K Blue 36 5 1 3 1963.0 1516 447.0 0.872 4150 75 0.744 0.772 9.7154e-05 0.99990000
708831858 Attrited Customer 43 F 3 Uneducated Married Less than $40K Blue 30 1 3 4 4579.0 1506 3073.0 0.443 1915 44 0.375 0.329 9.9819e-01 0.00181217
718076733 Existing Customer 43 M 1 Graduate Single $60K - $80K Silver 31 4 3 3 25824.0 1170 24654.0 0.684 3101 73 0.780 0.045 2.5657e-04 0.99974000
714336333 Existing Customer 48 M 4 Doctorate Unknown $80K - $120K Blue 40 3 2 2 3429.0 1268 2161.0 0.703 4422 64 1.783 0.370 1.7274e-04 0.99983000
780006783 Attrited Customer 59 M 1 Uneducated Single $40K - $60K Silver 49 3 2 2 15809.0 0 15809.0 0.992 3109 48 0.412 0.000 9.9003e-01 0.00997000
779741883 Existing Customer 47 F 2 Unknown Single Less than $40K Blue 32 6 1 3 2493.0 831 1662.0 0.581 4274 68 0.581 0.333 1.0183e-04 0.99990000
780657708 Existing Customer 48 M 2 Unknown Married $80K - $120K Blue 37 4 3 3 6593.0 0 6593.0 0.667 3520 69 0.769 0.000 3.3251e-04 0.99967000
771342183 Attrited Customer 53 F 3 Graduate Single $40K - $60K Blue 40 6 3 2 1625.0 0 1625.0 0.689 2314 43 0.433 0.000 9.9467e-01 0.00533000
712901283 Attrited Customer 53 F 2 Graduate Single $40K - $60K Blue 36 2 3 2 2121.0 0 2121.0 0.618 1464 32 0.778 0.000 9.9447e-01 0.00553000
802101858 Existing Customer 40 F 2 Unknown Married Less than $40K Blue 34 3 3 3 4757.0 1978 2779.0 0.959 4220 71 0.775 0.416 3.3251e-04 0.99967000
718473558 Attrited Customer 42 F 3 Doctorate Single Less than $40K Blue 18 5 3 4 8668.0 0 8668.0 0.275 1402 38 0.310 0.000 9.9871e-01 0.00128822
743590608 Existing Customer 50 M 2 High School Married $60K - $80K Blue 43 6 3 4 21869.0 950 20919.0 0.866 4233 71 0.775 0.043 5.0163e-04 0.99950000
720146733 Existing Customer 45 F 4 Graduate Unknown Less than $40K Blue 34 5 4 2 2480.0 1890 590.0 0.652 4114 66 0.737 0.762 2.2797e-04 0.99977000
788252358 Existing Customer 49 M 3 High School Single $60K - $80K Blue 40 3 4 2 8190.0 1716 6474.0 0.781 3529 84 0.787 0.210 2.1928e-04 0.99978000
717740658 Existing Customer 55 F 2 College Married Less than $40K Blue 45 5 2 4 1850.0 942 908.0 0.757 4134 78 0.625 0.509 3.1749e-04 0.99968000
714567708 Existing Customer 46 F 1 Uneducated Divorced Less than $40K Blue 36 5 3 3 2483.0 2049 434.0 0.690 4421 74 0.510 0.825 2.9196e-04 0.99971000
711208083 Existing Customer 40 F 4 Unknown Married Less than $40K Blue 30 6 3 2 2925.0 1447 1478.0 0.563 4455 77 0.604 0.495 2.0735e-04 0.99979000
709708233 Attrited Customer 49 F 3 Doctorate Married Less than $40K Blue 29 3 4 2 7066.0 0 7066.0 0.479 1695 38 0.310 0.000 9.9695e-01 0.00305345
709957158 Existing Customer 48 M 4 High School Married $40K - $60K Blue 40 5 1 2 2514.0 2251 263.0 0.852 3942 65 0.625 0.895 5.6153e-05 0.99994000
828288333 Existing Customer 50 M 0 Uneducated Married $60K - $80K Blue 46 4 1 3 3640.0 659 2981.0 0.938 3756 70 0.842 0.181 8.1736e-05 0.99992000
709178733 Attrited Customer 50 F 2 Post-Graduate Married $40K - $60K Blue 36 3 2 3 5527.0 1120 4407.0 0.442 2281 37 0.480 0.203 9.9558e-01 0.00441892
721325133 Existing Customer 45 M 2 College Married $80K - $120K Blue 36 6 1 3 31625.0 0 31625.0 0.559 4503 77 0.674 0.000 9.0064e-05 0.99991000
816606333 Existing Customer 57 M 2 High School Single $80K - $120K Blue 52 6 3 4 32409.0 0 32409.0 0.943 4218 66 0.571 0.000 5.0163e-04 0.99950000
720454158 Existing Customer 44 M 2 Unknown Single $60K - $80K Blue 30 6 2 2 9827.0 600 9227.0 0.477 2840 63 0.537 0.061 1.2511e-04 0.99987000
717444558 Existing Customer 50 F 1 Graduate Married Less than $40K Blue 38 4 1 3 2623.0 1714 909.0 0.807 5237 76 0.810 0.653 8.6952e-05 0.99991000
816756783 Existing Customer 42 M 2 High School Unknown $40K - $60K Blue 37 6 2 3 2993.0 2249 744.0 0.863 4106 81 0.528 0.751 1.8610e-04 0.99981000
715474833 Existing Customer 37 M 2 College Single $80K - $120K Blue 36 3 2 2 12944.0 1399 11545.0 0.507 4389 84 0.680 0.108 1.1066e-04 0.99989000
718271958 Existing Customer 54 M 2 Uneducated Married $60K - $80K Blue 34 5 1 4 6401.0 1471 4930.0 0.655 4465 63 0.703 0.230 1.6249e-04 0.99984000
708924783 Existing Customer 43 M 3 Graduate Divorced $80K - $120K Blue 36 4 1 0 5506.0 2129 3377.0 0.705 4024 62 0.550 0.387 2.1081e-05 0.99998000
717669483 Existing Customer 52 M 1 Graduate Single $80K - $120K Blue 44 3 3 1 34516.0 0 34516.0 0.551 1737 38 0.900 0.000 1.0182e-04 0.99990000
809360883 Existing Customer 46 M 4 College Single $60K - $80K Blue 41 3 1 1 17673.0 1783 15890.0 1.003 3160 59 1.360 0.101 3.3866e-05 0.99997000
717176508 Existing Customer 43 F 3 Unknown Single $40K - $60K Blue 34 5 3 4 2656.0 1166 1490.0 0.586 4171 80 0.818 0.439 5.8851e-04 0.99941000
711571383 Existing Customer 46 M 2 High School Unknown Less than $40K Blue 37 3 1 1 6118.0 1092 5026.0 0.757 4434 81 0.620 0.178 3.2288e-05 0.99997000
713444058 Existing Customer 45 M 1 Unknown Divorced $40K - $60K Silver 31 3 1 1 17437.0 2225 15212.0 0.814 3381 51 0.594 0.128 3.0963e-05 0.99997000
713253858 Attrited Customer 50 F 1 College Married Unknown Blue 37 2 2 3 1461.0 0 1461.0 0.563 2176 40 0.379 0.000 9.9431e-01 0.00569000
719609433 Existing Customer 55 F 4 Uneducated Divorced $40K - $60K Blue 43 5 3 2 1965.0 1525 440.0 0.855 4671 69 0.816 0.776 1.9396e-04 0.99981000
797234508 Existing Customer 51 M 3 Unknown Single $60K - $80K Silver 45 3 2 4 30899.0 0 30899.0 0.502 1481 20 0.333 0.000 3.3655e-04 0.99966000
714537258 Existing Customer 48 M 3 Doctorate Married $60K - $80K Blue 36 3 2 1 8876.0 1132 7744.0 0.844 3779 78 0.814 0.128 1.0307e-04 0.99990000
793412958 Existing Customer 44 M 4 Unknown Married $60K - $80K Blue 38 3 1 3 2440.0 1501 939.0 0.744 4382 88 0.660 0.615 1.0679e-04 0.99989000
714680208 Existing Customer 50 F 1 High School Married Less than $40K Blue 45 5 3 4 1652.0 1318 334.0 0.593 4533 69 0.533 0.798 4.7086e-04 0.99953000
715240683 Existing Customer 46 M 4 High School Married $80K - $120K Blue 37 3 2 3 15535.0 1302 14233.0 0.461 3718 66 0.610 0.084 1.9517e-04 0.99980000
803796708 Attrited Customer 52 M 3 Uneducated Unknown $120K + Blue 46 2 4 4 13354.0 0 13354.0 0.018 1097 28 0.077 0.000 9.9850e-01 0.00149992
717368208 Attrited Customer 49 M 1 Graduate Single $120K + Blue 36 6 2 4 26723.0 0 26723.0 0.716 2138 43 0.593 0.000 9.9675e-01 0.00325077
802662858 Existing Customer 55 F 2 Graduate Divorced Less than $40K Blue 49 5 1 4 3949.0 2024 1925.0 0.667 3495 64 0.882 0.513 1.5804e-04 0.99984000
780206958 Existing Customer 49 M 4 Graduate Married $60K - $80K Blue 39 3 2 2 5937.0 2120 3817.0 0.654 4228 70 0.750 0.357 1.1937e-04 0.99988000
779906658 Existing Customer 40 M 4 Doctorate Single Unknown Blue 24 3 2 4 18806.0 1192 17614.0 0.745 3142 62 0.824 0.063 4.9554e-04 0.99950000
772341783 Attrited Customer 45 F 3 High School Single Unknown Blue 35 3 2 6 3512.0 2517 995.0 0.597 1801 48 0.548 0.717 9.9900e-01 0.00099804
711491283 Existing Customer 44 F 3 Doctorate Married Less than $40K Blue 36 4 3 0 1975.0 1264 711.0 0.671 2959 63 0.800 0.640 9.9638e-05 0.99990000
720211533 Existing Customer 41 F 4 Uneducated Married Less than $40K Blue 33 5 2 3 2888.0 821 2067.0 0.931 4713 77 1.026 0.284 2.0643e-04 0.99979000
715409733 Attrited Customer 47 F 4 College Single Less than $40K Blue 36 2 2 3 2263.0 0 2263.0 0.752 2385 33 0.375 0.000 9.9490e-01 0.00510000
710974308 Existing Customer 38 M 1 Graduate Unknown $80K - $120K Blue 36 3 3 4 26792.0 1671 25121.0 0.938 3587 66 0.571 0.062 4.8435e-04 0.99952000
715732533 Attrited Customer 52 M 4 Graduate Married $60K - $80K Blue 36 4 1 3 9375.0 1625 7750.0 0.532 2108 51 0.500 0.173 9.8981e-01 0.01019000
713722608 Attrited Customer 48 F 2 Unknown Divorced Less than $40K Blue 35 3 1 4 2806.0 2514 292.0 0.341 1757 35 0.400 0.896 9.9428e-01 0.00572000
709101258 Attrited Customer 41 F 2 High School Divorced Less than $40K Blue 28 4 2 2 1478.0 524 954.0 0.751 2180 46 0.643 0.355 9.9104e-01 0.00896000
708588408 Existing Customer 53 M 3 Uneducated Single $60K - $80K Blue 36 6 2 2 6836.0 1607 5229.0 0.524 4421 74 0.542 0.235 1.2144e-04 0.99988000
721427358 Attrited Customer 47 M 4 Unknown Divorced $80K - $120K Blue 28 6 1 3 8757.0 0 8757.0 0.507 2108 47 0.516 0.000 9.9072e-01 0.00928000
717099408 Existing Customer 40 M 3 Graduate Married $60K - $80K Blue 29 6 3 2 10529.0 0 10529.0 0.729 4583 87 0.851 0.000 1.8665e-04 0.99981000
715155033 Existing Customer 61 M 0 High School Single $40K - $60K Blue 49 6 1 4 2122.0 975 1147.0 0.807 5224 85 0.667 0.459 1.3184e-04 0.99987000
789586833 Existing Customer 45 F 3 Post-Graduate Married Unknown Blue 38 5 2 1 2883.0 1732 1151.0 0.638 4053 85 0.635 0.601 8.3810e-05 0.99992000
709338633 Attrited Customer 56 F 1 Graduate Single $40K - $60K Blue 37 2 4 3 2339.0 0 2339.0 0.493 1542 45 0.607 0.000 9.9710e-01 0.00290471
714106833 Existing Customer 57 F 3 Graduate Unknown Less than $40K Blue 47 6 3 1 5225.0 2290 2935.0 0.962 4239 69 0.683 0.438 1.1256e-04 0.99989000
741116058 Existing Customer 48 M 2 Graduate Married $40K - $60K Blue 41 5 2 4 2582.0 1399 1183.0 0.559 2144 42 0.909 0.542 3.2656e-04 0.99967000
813755658 Existing Customer 60 M 1 Graduate Single $80K - $120K Blue 55 6 2 1 11524.0 0 11524.0 0.682 3598 72 0.532 0.000 6.4428e-05 0.99994000
718855983 Existing Customer 49 F 4 High School Single Unknown Blue 36 3 3 4 13039.0 1840 11199.0 0.793 4010 69 0.500 0.141 5.2608e-04 0.99947000
711245433 Attrited Customer 50 F 4 Graduate Single Unknown Blue 41 5 3 3 2509.0 0 2509.0 0.702 2281 41 0.367 0.000 9.9686e-01 0.00314112
814219008 Existing Customer 65 M 1 Doctorate Single $40K - $60K Blue 56 5 2 2 1456.0 867 589.0 0.725 3953 69 0.725 0.595 1.5460e-04 0.99985000
711916533 Existing Customer 57 M 2 Unknown Single $120K + Blue 44 5 1 2 5612.0 1884 3728.0 0.770 4734 83 0.886 0.336 6.0540e-05 0.99994000
715182108 Existing Customer 51 F 3 High School Married Less than $40K Blue 35 6 1 3 3025.0 1912 1113.0 0.674 4626 78 0.773 0.632 9.3448e-05 0.99991000
717078933 Existing Customer 40 F 5 Graduate Single Less than $40K Blue 29 3 2 4 4205.0 2517 1688.0 0.652 4256 69 0.725 0.599 3.3714e-04 0.99966000
719491233 Existing Customer 55 M 1 College Single $120K + Blue 42 6 2 3 3515.0 2517 998.0 1.051 4313 72 0.800 0.716 1.7470e-04 0.99983000
789520533 Existing Customer 52 M 2 Uneducated Single $120K + Blue 44 6 3 2 26174.0 1864 24310.0 0.684 4551 65 0.667 0.071 1.8494e-04 0.99982000
714738033 Existing Customer 44 F 4 Graduate Married Less than $40K Blue 25 5 3 2 1602.0 1044 558.0 0.781 5428 85 0.635 0.652 1.8864e-04 0.99981000
718576908 Existing Customer 49 F 4 Uneducated Married Unknown Blue 36 4 1 3 29939.0 0 29939.0 0.963 4305 63 0.658 0.000 9.9893e-05 0.99990000
715093383 Existing Customer 49 F 2 College Married Less than $40K Blue 41 3 1 3 2115.0 1598 517.0 0.934 4450 68 0.545 0.756 9.0064e-05 0.99991000
717195933 Attrited Customer 42 M 3 Graduate Married $60K - $80K Blue 30 2 2 3 5298.0 0 5298.0 0.857 2431 37 0.542 0.000 9.9499e-01 0.00501000
747107508 Existing Customer 56 F 3 Graduate Single Less than $40K Blue 49 4 3 1 2433.0 1947 486.0 0.816 4269 88 0.760 0.800 1.1256e-04 0.99989000
717920583 Existing Customer 60 F 1 Uneducated Divorced Less than $40K Blue 49 5 2 2 1443.0 0 1443.0 0.875 4673 59 0.735 0.000 1.0985e-04 0.99989000
710516283 Existing Customer 50 M 1 High School Single $120K + Blue 37 4 1 4 9758.0 1792 7966.0 0.626 4134 60 0.765 0.184 1.4421e-04 0.99986000
787593558 Existing Customer 42 M 3 Graduate Married $80K - $120K Blue 34 6 3 0 4562.0 2258 2304.0 0.861 3740 55 0.833 0.495 6.8853e-05 0.99993000
778747608 Existing Customer 65 F 1 Unknown Single Unknown Blue 46 3 3 2 1438.3 0 1438.3 0.907 4022 61 0.649 0.000 1.8558e-04 0.99981000
714431058 Existing Customer 41 F 3 College Single Unknown Blue 36 4 2 4 4210.0 1597 2613.0 0.733 4342 72 0.674 0.379 3.2945e-04 0.99967000
708801108 Attrited Customer 57 F 3 Uneducated Single Less than $40K Blue 51 3 0 3 1438.3 0 1438.3 0.429 2113 38 0.267 0.000 9.7339e-01 0.02661000
715948833 Existing Customer 48 M 4 Graduate Married $120K + Blue 39 4 2 4 24931.0 1353 23578.0 0.612 5031 79 0.646 0.054 3.4248e-04 0.99966000
770667408 Existing Customer 47 M 4 College Married $80K - $120K Blue 33 3 1 3 8854.0 2382 6472.0 0.670 4768 81 0.929 0.269 9.4455e-05 0.99991000
823590483 Existing Customer 62 F 0 Graduate Divorced Less than $40K Blue 56 3 1 1 2230.0 1716 514.0 0.811 4027 75 0.500 0.770 2.8501e-05 0.99997000
710635083 Existing Customer 46 M 4 High School Married $80K - $120K Blue 38 5 1 2 28327.0 582 27745.0 0.912 3475 52 0.733 0.021 5.6153e-05 0.99994000
716408058 Existing Customer 56 F 2 Uneducated Single Unknown Blue 36 5 3 4 2500.0 1298 1202.0 0.626 3673 72 0.565 0.519 5.3055e-04 0.99947000
713803158 Existing Customer 41 M 3 High School Single $60K - $80K Blue 33 4 1 3 9246.0 0 9246.0 0.658 4611 91 0.569 0.000 9.3448e-05 0.99991000
713593683 Existing Customer 43 F 3 Graduate Married $40K - $60K Blue 28 5 3 3 11155.0 1583 9572.0 1.061 3504 60 0.765 0.142 3.1390e-04 0.99969000
709339758 Existing Customer 43 M 3 Unknown Single $120K + Blue 30 4 2 3 11926.0 1766 10160.0 0.875 3778 84 0.750 0.148 2.1834e-04 0.99978000
789382758 Attrited Customer 54 M 3 Graduate Single $40K - $60K Blue 44 6 3 3 5501.0 0 5501.0 0.519 2050 51 0.821 0.000 9.9683e-01 0.00317458
813427833 Existing Customer 45 F 4 Graduate Single Less than $40K Blue 40 3 2 1 2110.0 844 1266.0 1.109 4812 77 0.604 0.400 7.1987e-05 0.99993000
717846108 Existing Customer 49 M 4 Uneducated Married $60K - $80K Blue 34 5 3 2 12994.0 904 12090.0 0.627 3734 74 0.850 0.070 1.9396e-04 0.99981000
720968583 Existing Customer 52 F 2 Unknown Married Unknown Blue 45 3 1 2 29551.0 2095 27456.0 1.100 3226 63 0.853 0.071 6.0540e-05 0.99994000
721437333 Attrited Customer 46 M 2 Graduate Single $80K - $120K Blue 36 2 2 2 5054.0 2517 2537.0 0.605 2027 39 0.393 0.498 9.9129e-01 0.00871000
709134333 Existing Customer 45 F 2 Graduate Unknown Less than $40K Blue 28 6 2 3 3136.0 2253 883.0 0.722 4674 67 0.763 0.718 1.9143e-04 0.99981000
712630608 Existing Customer 43 F 2 High School Unknown Unknown Blue 35 3 3 4 6109.0 1549 4560.0 0.683 4430 69 0.865 0.254 5.0163e-04 0.99950000
712404483 Existing Customer 49 M 2 High School Married $80K - $120K Blue 36 4 3 1 3989.0 2514 1475.0 0.469 5189 82 0.519 0.630 1.0545e-04 0.99989000
717812133 Existing Customer 33 F 1 Graduate Unknown Less than $40K Blue 13 3 1 3 3315.0 1243 2072.0 0.709 4006 65 0.548 0.375 8.6952e-05 0.99991000
714926508 Existing Customer 52 M 2 Graduate Married $80K - $120K Silver 45 5 4 2 34516.0 1938 32578.0 0.807 2275 46 0.438 0.056 1.9642e-04 0.99980000
771474108 Existing Customer 40 F 2 Uneducated Married Less than $40K Blue 28 3 2 2 1794.0 1019 775.0 0.692 4455 63 0.658 0.568 1.1703e-04 0.99988000
709774608 Existing Customer 51 M 3 Unknown Married $60K - $80K Blue 36 4 3 4 5993.0 1582 4411.0 0.440 3464 64 0.684 0.264 5.8851e-04 0.99941000
718802283 Existing Customer 44 F 3 Post-Graduate Divorced Less than $40K Blue 31 3 2 1 8320.0 0 8320.0 0.421 4128 82 0.491 0.000 8.3810e-05 0.99992000
711626658 Attrited Customer 62 F 1 High School Single Less than $40K Blue 36 2 3 4 1930.0 0 1930.0 0.331 1971 45 0.250 0.000 9.9788e-01 0.00211827
789354783 Existing Customer 45 F 3 Unknown Single Less than $40K Blue 32 5 3 0 2329.0 1465 864.0 0.815 4286 86 0.720 0.629 7.5683e-05 0.99992000
720486408 Existing Customer 55 F 1 Uneducated Single Less than $40K Blue 36 3 3 0 1438.3 756 682.3 1.012 4436 73 0.622 0.526 6.4038e-05 0.99994000
717793983 Attrited Customer 55 M 3 Graduate Single $40K - $60K Silver 45 2 3 1 18128.0 0 18128.0 0.710 2503 49 0.885 0.000 9.9026e-01 0.00974000
718582158 Existing Customer 48 M 2 Unknown Married $120K + Blue 35 3 3 4 10642.0 1715 8927.0 0.705 4183 74 0.762 0.161 5.6716e-04 0.99943000
713127708 Existing Customer 38 F 0 Uneducated Married Less than $40K Blue 26 5 1 4 2230.0 0 2230.0 0.896 3766 63 0.909 0.000 1.3944e-04 0.99986000
717112533 Existing Customer 52 F 1 Graduate Unknown Less than $40K Blue 42 6 2 0 6946.0 0 6946.0 0.745 4058 88 0.725 0.000 3.9410e-05 0.99996000
713681433 Existing Customer 50 F 2 High School Divorced Unknown Blue 39 5 2 4 9716.0 874 8842.0 0.775 5007 91 0.655 0.090 3.1746e-04 0.99968000
718846008 Existing Customer 58 F 0 Unknown Married Unknown Blue 36 6 3 1 4377.0 1500 2877.0 0.789 3900 62 0.938 0.343 1.0232e-04 0.99990000
714119283 Attrited Customer 42 F 2 Unknown Single $40K - $60K Blue 34 3 3 3 2516.0 0 2516.0 0.530 2257 51 0.545 0.000 9.9700e-01 0.00299743
713056083 Existing Customer 52 M 2 High School Single $120K + Blue 46 4 2 4 34516.0 0 34516.0 0.775 4037 87 0.706 0.000 3.1746e-04 0.99968000
718538958 Existing Customer 55 F 3 College Single Less than $40K Blue 43 6 3 4 1844.0 0 1844.0 0.729 4564 82 0.608 0.000 5.2057e-04 0.99948000
710353233 Existing Customer 48 M 3 College Divorced $60K - $80K Blue 39 4 3 2 13233.0 1106 12127.0 0.882 4288 47 0.621 0.084 1.8146e-04 0.99982000
713853858 Existing Customer 41 M 4 Unknown Married $80K - $120K Silver 31 5 2 2 34516.0 1433 33083.0 0.758 2589 57 0.676 0.042 1.1856e-04 0.99988000
710342508 Existing Customer 48 F 2 Uneducated Married $40K - $60K Blue 36 3 3 4 1593.0 0 1593.0 0.718 4004 76 0.652 0.000 5.3055e-04 0.99947000
787563858 Existing Customer 50 F 1 Graduate Married Less than $40K Blue 41 4 2 3 8589.0 685 7904.0 0.858 3553 63 0.909 0.080 1.7969e-04 0.99982000
799239033 Attrited Customer 53 F 3 High School Single $40K - $60K Blue 47 1 3 4 1714.0 0 1714.0 0.661 2279 46 0.533 0.000 9.9808e-01 0.00191647
710733183 Existing Customer 46 M 3 Post-Graduate Unknown $120K + Blue 36 6 1 2 1438.3 845 593.3 0.642 3631 67 0.763 0.587 6.7249e-05 0.99993000
718489608 Existing Customer 50 F 4 Graduate Married Less than $40K Blue 36 6 2 2 2433.0 1948 485.0 0.752 4668 69 0.643 0.801 1.1937e-04 0.99988000
758824608 Existing Customer 47 M 4 Uneducated Married $80K - $120K Blue 40 5 2 4 21148.0 1746 19402.0 0.853 3370 69 0.769 0.083 3.5213e-04 0.99965000
780984408 Existing Customer 65 F 0 Unknown Divorced Less than $40K Blue 50 3 3 3 7487.0 1953 5534.0 0.891 4070 63 0.658 0.261 2.8535e-04 0.99971000
814483608 Attrited Customer 47 F 4 Graduate Divorced Less than $40K Blue 42 1 3 3 5798.0 2517 3281.0 0.580 1860 43 0.433 0.434 9.9686e-01 0.00314112
708848208 Existing Customer 52 M 3 Uneducated Single $80K - $120K Blue 40 6 3 2 34516.0 1757 32759.0 0.786 4223 81 0.653 0.051 1.9191e-04 0.99981000
719713683 Existing Customer 52 F 0 Graduate Married Unknown Blue 37 6 2 2 7608.0 2373 5235.0 0.950 4921 81 0.620 0.312 9.7673e-05 0.99990000
715514133 Attrited Customer 44 F 4 Graduate Married Less than $40K Blue 31 3 3 4 2184.0 0 2184.0 0.671 1973 42 0.556 0.000 9.9816e-01 0.00184351
715955208 Existing Customer 35 F 1 High School Single Less than $40K Blue 26 3 3 2 2189.0 1833 356.0 0.560 4530 72 0.846 0.837 1.6413e-04 0.99984000
794707083 Attrited Customer 50 M 2 College Single $80K - $120K Blue 44 5 2 4 3495.0 0 3495.0 0.639 2131 41 0.464 0.000 9.9686e-01 0.00313880
805313808 Attrited Customer 52 F 3 High School Married $40K - $60K Blue 47 2 2 3 8018.0 134 7884.0 0.717 2409 38 0.310 0.017 9.9485e-01 0.00515000
772922883 Attrited Customer 41 M 3 Unknown Married $80K - $120K Blue 22 3 3 4 20543.0 0 20543.0 0.547 1874 42 0.615 0.000 9.9830e-01 0.00169532
715716333 Existing Customer 62 F 0 High School Single Unknown Blue 50 6 2 2 18819.0 0 18819.0 0.894 4273 87 0.977 0.000 9.4951e-05 0.99991000
714502458 Existing Customer 49 M 3 Unknown Married $60K - $80K Blue 36 6 2 4 17811.0 643 17168.0 0.842 3748 79 0.646 0.036 3.7246e-04 0.99963000
712444533 Existing Customer 43 M 2 High School Single $80K - $120K Blue 36 6 2 0 14418.0 0 14418.0 1.043 3880 68 0.700 0.000 4.0816e-05 0.99996000
797748708 Existing Customer 44 M 4 Unknown Single $80K - $120K Blue 38 5 3 4 3936.0 2024 1912.0 0.988 5001 66 0.692 0.514 5.9480e-04 0.99941000
780203883 Existing Customer 43 F 3 Doctorate Divorced Unknown Blue 33 6 3 2 5738.0 0 5738.0 0.852 4375 73 0.622 0.000 2.7008e-04 0.99973000
720616908 Existing Customer 54 M 1 Uneducated Single $120K + Blue 36 5 1 2 34516.0 0 34516.0 0.452 3918 67 1.094 0.000 5.3155e-05 0.99995000
817038333 Existing Customer 55 F 0 Graduate Married Less than $40K Blue 40 4 3 4 1513.0 725 788.0 0.791 4042 72 0.714 0.479 4.4282e-04 0.99956000
713333433 Attrited Customer 49 M 3 Uneducated Unknown $60K - $80K Blue 41 3 4 4 18075.0 0 18075.0 0.531 1477 30 0.500 0.000 9.9850e-01 0.00149992
710820783 Existing Customer 45 F 4 Graduate Married Unknown Blue 36 6 1 2 5989.0 0 5989.0 0.668 4246 78 0.857 0.000 5.7762e-05 0.99994000
720338658 Existing Customer 56 F 3 Post-Graduate Single Less than $40K Blue 42 3 2 2 2490.0 1623 867.0 0.790 2998 60 0.622 0.652 1.3897e-04 0.99986000
803938908 Existing Customer 49 F 4 Uneducated Single Less than $40K Blue 44 4 2 2 2659.0 0 2659.0 0.840 4546 81 0.884 0.000 1.2274e-04 0.99988000
787921383 Attrited Customer 53 M 0 High School Single $120K + Silver 44 2 4 4 34516.0 2297 32219.0 0.416 1461 43 0.536 0.067 9.9788e-01 0.00212180
787849833 Existing Customer 49 M 2 High School Married $80K - $120K Blue 40 4 2 0 13490.0 1672 11818.0 0.799 4205 75 0.415 0.124 4.0816e-05 0.99996000
721143258 Existing Customer 46 M 1 High School Single $40K - $60K Blue 33 6 4 3 1664.0 798 866.0 0.703 4804 66 0.535 0.480 3.3359e-04 0.99967000
709335558 Existing Customer 49 M 3 Uneducated Married $120K + Blue 37 6 3 3 7753.0 1643 6110.0 0.798 3367 65 0.806 0.212 3.2275e-04 0.99968000
806619333 Existing Customer 36 F 3 High School Single Less than $40K Blue 31 4 2 3 2909.0 2085 824.0 1.035 5154 80 0.860 0.717 1.9311e-04 0.99981000
719378658 Existing Customer 57 M 3 Graduate Divorced $80K - $120K Silver 36 6 3 4 34516.0 1384 33132.0 0.887 4745 69 0.605 0.040 4.8382e-04 0.99952000
720670458 Existing Customer 52 F 2 Unknown Single $40K - $60K Blue 45 3 1 3 3476.0 1560 1916.0 0.894 3496 58 0.871 0.449 1.0183e-04 0.99990000
716955783 Existing Customer 52 M 2 Graduate Single $80K - $120K Blue 36 6 2 2 16026.0 1160 14866.0 0.386 4418 59 0.639 0.072 1.1382e-04 0.99989000
817970208 Existing Customer 45 M 1 Uneducated Divorced Less than $40K Blue 40 4 3 2 2705.0 1334 1371.0 0.886 4501 67 0.675 0.493 1.7360e-04 0.99983000
708506508 Existing Customer 54 M 3 High School Married $120K + Blue 43 5 3 2 2884.0 1144 1740.0 0.783 4887 90 0.698 0.397 1.8145e-04 0.99982000
750147483 Existing Customer 49 M 2 High School Single $80K - $120K Blue 37 6 1 4 24299.0 2517 21782.0 0.723 5320 62 0.771 0.104 1.5363e-04 0.99985000
715540233 Existing Customer 43 M 3 Graduate Single $60K - $80K Blue 34 6 1 2 20755.0 2276 18479.0 0.801 4615 79 0.837 0.110 5.7151e-05 0.99994000
807584958 Attrited Customer 50 M 3 Uneducated Married $60K - $80K Blue 45 2 2 5 21096.0 0 21096.0 0.637 1882 39 0.345 0.000 9.9834e-01 0.00165524
720686583 Existing Customer 46 M 3 High School Divorced $120K + Blue 37 5 3 4 6457.0 0 6457.0 0.531 4487 73 0.431 0.000 5.2052e-04 0.99948000
820637433 Existing Customer 45 F 3 High School Married Less than $40K Blue 40 5 2 3 1603.0 0 1603.0 0.467 4041 66 0.571 0.000 1.9311e-04 0.99981000
716346183 Existing Customer 43 F 3 Unknown Divorced Unknown Blue 37 3 6 3 9051.0 1557 7494.0 0.621 4169 72 0.500 0.172 2.7238e-04 0.99973000
715405758 Attrited Customer 50 F 1 High School Single Unknown Blue 42 5 0 4 10057.0 0 10057.0 0.792 2383 42 0.448 0.000 9.8161e-01 0.01839000
710094108 Existing Customer 33 M 3 Graduate Single $60K - $80K Blue 27 6 2 3 2043.0 1725 318.0 0.686 5212 79 0.646 0.844 1.9864e-04 0.99980000
713168733 Existing Customer 65 F 0 Unknown Single Less than $40K Blue 56 6 3 3 2802.0 2403 399.0 0.636 3887 61 0.419 0.858 2.8535e-04 0.99971000
708614058 Existing Customer 56 F 2 Graduate Divorced Less than $40K Blue 45 4 2 4 1960.0 1690 270.0 0.630 3870 67 0.558 0.862 3.2656e-04 0.99967000
718088133 Existing Customer 40 F 3 Unknown Divorced Less than $40K Blue 36 6 1 0 2348.0 1061 1287.0 1.062 1901 27 1.250 0.452 2.3172e-05 0.99998000
720614658 Existing Customer 40 M 2 High School Divorced $60K - $80K Blue 25 6 4 2 2978.0 0 2978.0 0.490 3879 95 0.583 0.000 2.1132e-04 0.99979000
716695533 Existing Customer 49 F 3 College Married Less than $40K Blue 29 3 3 3 2017.0 1557 460.0 0.738 3875 75 0.974 0.772 3.0519e-04 0.99969000
717091533 Existing Customer 29 F 1 Graduate Single Unknown Blue 36 5 2 3 13613.0 1172 12441.0 0.657 4253 84 0.750 0.086 1.7969e-04 0.99982000
713231658 Existing Customer 45 F 2 Doctorate Single Less than $40K Blue 33 6 2 3 5553.0 1117 4436.0 0.914 3744 52 0.793 0.201 2.7701e-04 0.99972000
715675458 Existing Customer 51 M 1 High School Unknown $80K - $120K Blue 41 6 1 2 6346.0 578 5768.0 0.550 3837 85 0.604 0.091 5.0256e-05 0.99995000
712463883 Existing Customer 45 M 2 Unknown Married $120K + Silver 38 4 2 3 34516.0 1406 33110.0 1.261 3342 63 0.969 0.041 1.9013e-04 0.99981000
708489258 Existing Customer 40 F 3 Graduate Married Less than $40K Blue 27 5 3 3 1438.3 988 450.3 0.556 3561 72 0.500 0.687 3.1390e-04 0.99969000
708403308 Existing Customer 37 M 3 Unknown Single $40K - $60K Silver 24 3 1 3 15133.0 1663 13470.0 0.646 4392 68 0.511 0.110 9.5471e-05 0.99990000
769684158 Existing Customer 42 M 4 College Single $40K - $60K Blue 36 3 3 2 2502.0 1488 1014.0 0.560 3763 75 0.875 0.595 1.8340e-04 0.99982000
710349258 Existing Customer 45 F 3 High School Single Less than $40K Blue 36 3 2 2 2589.0 2052 537.0 0.636 4133 68 0.789 0.793 1.1482e-04 0.99989000
713940033 Existing Customer 47 F 3 Graduate Single Less than $40K Blue 36 5 1 3 2049.0 1460 589.0 0.599 3514 79 0.646 0.713 9.6126e-05 0.99990000
713482608 Existing Customer 47 M 4 College Married $40K - $60K Blue 35 6 1 2 3560.0 751 2809.0 1.096 4060 79 0.975 0.211 5.6158e-05 0.99994000
714571008 Existing Customer 49 F 3 Unknown Married Less than $40K Blue 36 3 2 3 1438.3 0 1438.3 1.044 4553 78 1.167 0.000 2.1834e-04 0.99978000
715354008 Existing Customer 43 M 3 Graduate Unknown $120K + Blue 36 6 1 2 25937.0 0 25937.0 0.936 3785 68 0.700 0.000 5.7151e-05 0.99994000
819363708 Existing Customer 43 M 1 Post-Graduate Single $60K - $80K Blue 38 4 2 3 2387.0 1482 905.0 0.868 3909 67 0.675 0.621 2.1143e-04 0.99979000
712014708 Existing Customer 48 M 4 Graduate Married Less than $40K Blue 36 4 1 2 2912.0 1501 1411.0 0.825 4518 90 0.875 0.515 5.7762e-05 0.99994000
788717358 Existing Customer 53 M 2 Uneducated Single $60K - $80K Blue 38 3 2 2 7062.0 1255 5807.0 0.672 3432 68 0.744 0.178 1.1703e-04 0.99988000
710413533 Existing Customer 56 M 2 Graduate Married $80K - $120K Blue 51 3 3 3 12186.0 1080 11106.0 0.842 4785 66 0.650 0.089 3.0251e-04 0.99970000
718515483 Attrited Customer 64 M 0 Graduate Single Less than $40K Blue 52 2 3 5 3570.0 2517 1053.0 0.690 3289 47 0.958 0.705 9.9870e-01 0.00130267
715059258 Existing Customer 38 F 3 Doctorate Single Unknown Blue 32 6 4 4 3072.0 1970 1102.0 0.671 4245 82 0.952 0.641 9.3607e-04 0.99906000
713852958 Existing Customer 51 F 2 Graduate Single Unknown Silver 41 5 3 3 31501.0 1810 29691.0 0.710 3893 81 0.620 0.057 2.7334e-04 0.99973000
767835558 Existing Customer 42 F 2 Unknown Married Less than $40K Blue 36 5 1 3 5928.0 2517 3411.0 0.817 3536 69 0.769 0.425 1.0183e-04 0.99990000
721531683 Existing Customer 44 F 4 Graduate Single Unknown Blue 36 3 1 3 8482.0 0 8482.0 0.563 4076 81 0.688 0.000 9.7154e-05 0.99990000
720660558 Existing Customer 50 M 2 Uneducated Married $120K + Blue 36 4 3 4 23911.0 2100 21811.0 0.988 4770 89 0.712 0.088 5.3055e-04 0.99947000
814845933 Existing Customer 62 M 0 Graduate Single $80K - $120K Blue 56 4 3 3 1438.3 0 1438.3 0.794 3628 74 0.644 0.000 2.5960e-04 0.99974000
773155533 Existing Customer 49 F 3 Unknown Single Less than $40K Blue 42 5 3 3 3261.0 814 2447.0 0.850 4739 89 0.712 0.250 3.4503e-04 0.99965000
711199908 Existing Customer 41 M 2 Graduate Single $60K - $80K Blue 30 3 1 2 2317.0 1232 1085.0 0.733 3057 71 0.919 0.532 5.5077e-05 0.99994000
721398858 Existing Customer 43 M 2 Unknown Single $120K + Blue 34 5 3 4 33913.0 0 33913.0 0.901 4160 76 0.900 0.000 5.6716e-04 0.99943000
715664808 Attrited Customer 43 M 2 Graduate Single $80K - $120K Blue 30 3 3 3 34516.0 0 34516.0 0.688 2427 51 0.645 0.000 9.9671e-01 0.00329379
715500558 Existing Customer 45 F 3 Graduate Married Unknown Blue 36 3 1 4 1637.0 774 863.0 1.126 4120 78 1.000 0.473 1.6399e-04 0.99984000
719239158 Existing Customer 48 M 3 High School Married $60K - $80K Blue 39 4 3 2 5448.0 0 5448.0 0.549 3912 72 0.565 0.000 1.8145e-04 0.99982000
820633833 Existing Customer 64 F 1 Graduate Single $40K - $60K Blue 56 5 2 4 5152.0 948 4204.0 0.953 4074 72 1.057 0.184 3.0653e-04 0.99969000
720551733 Attrited Customer 46 F 4 Doctorate Married Unknown Blue 26 3 3 6 15195.0 0 15195.0 0.726 2631 41 0.640 0.000 9.9958e-01 0.00041998
718487958 Existing Customer 53 F 2 High School Married Less than $40K Blue 41 5 3 0 2799.0 1303 1496.0 0.763 3971 76 0.551 0.466 6.4505e-05 0.99994000
710533233 Attrited Customer 38 F 1 Graduate Married Less than $40K Blue 29 3 3 4 1438.3 0 1438.3 0.508 2139 47 0.567 0.000 9.9794e-01 0.00205937
778878633 Existing Customer 51 M 3 Unknown Married $80K - $120K Blue 32 6 3 1 1817.0 885 932.0 0.621 3400 67 0.675 0.487 1.2373e-04 0.99988000
720197058 Attrited Customer 47 F 3 Graduate Unknown Unknown Blue 33 1 3 4 3443.0 0 3443.0 0.832 2505 45 0.452 0.000 9.9814e-01 0.00186317
716317458 Attrited Customer 51 F 2 Post-Graduate Single Less than $40K Blue 36 3 3 3 4281.0 0 4281.0 0.447 1723 44 0.375 0.000 9.9720e-01 0.00280059
718569258 Existing Customer 56 F 2 Unknown Married Less than $40K Blue 36 5 3 3 2029.0 974 1055.0 0.624 4170 73 0.553 0.480 3.3251e-04 0.99967000
711649908 Existing Customer 33 F 3 Graduate Married Unknown Blue 15 5 3 2 1438.3 1055 383.3 0.901 4208 67 0.675 0.734 1.8665e-04 0.99981000
720879708 Existing Customer 52 M 2 High School Single $80K - $120K Blue 44 3 2 4 28186.0 1308 26878.0 0.679 2853 64 0.730 0.046 3.1746e-04 0.99968000
815761908 Existing Customer 46 F 3 Unknown Married Unknown Silver 41 6 3 2 34516.0 0 34516.0 0.896 3722 72 0.756 0.000 1.8538e-04 0.99981000
711850533 Existing Customer 46 F 4 Uneducated Single Unknown Blue 36 5 1 4 3818.0 0 3818.0 0.885 4272 71 0.578 0.000 1.7042e-04 0.99983000
721028283 Existing Customer 40 F 4 High School Married $40K - $60K Blue 28 4 1 3 11494.0 1160 10334.0 0.463 3353 86 0.593 0.101 9.4447e-05 0.99991000
710763783 Existing Customer 49 M 2 High School Married $80K - $120K Blue 32 4 1 3 28142.0 762 27380.0 0.982 3676 47 1.350 0.027 9.0056e-05 0.99991000
720432858 Existing Customer 40 F 4 Post-Graduate Married Less than $40K Blue 36 4 1 3 2316.0 1510 806.0 0.554 3471 63 0.750 0.652 1.1432e-04 0.99989000
772525308 Existing Customer 43 M 3 College Single $40K - $60K Blue 33 5 2 4 10533.0 1689 8844.0 0.359 3651 69 0.605 0.160 3.2945e-04 0.99967000
767354208 Existing Customer 48 M 4 Graduate Married $80K - $120K Blue 41 4 2 1 14322.0 0 14322.0 0.602 3993 75 0.531 0.000 7.1987e-05 0.99993000
715670058 Existing Customer 50 M 3 Graduate Married $120K + Blue 38 5 2 4 34516.0 1662 32854.0 0.504 3806 76 0.900 0.048 3.3886e-04 0.99966000
713856708 Existing Customer 48 M 4 High School Married $80K - $120K Blue 36 5 1 2 6798.0 2517 4281.0 0.873 4327 79 0.881 0.370 5.6153e-05 0.99994000
758086458 Existing Customer 46 F 3 Graduate Married Unknown Blue 39 3 3 4 1438.3 0 1438.3 0.646 4111 62 0.550 0.000 5.3543e-04 0.99946000
717035283 Attrited Customer 46 M 1 Graduate Single $60K - $80K Blue 37 2 3 4 2445.0 848 1597.0 0.771 2216 39 0.560 0.347 9.9794e-01 0.00205937
709604958 Existing Customer 51 F 3 Graduate Single $40K - $60K Blue 36 3 3 4 2585.0 1847 738.0 0.627 3480 64 0.600 0.715 5.3543e-04 0.99946000
714931458 Existing Customer 52 F 2 Post-Graduate Single Unknown Blue 42 3 2 3 1438.3 0 1438.3 0.607 4102 78 0.857 0.000 2.2525e-04 0.99977000
711047658 Existing Customer 46 F 3 High School Married Less than $40K Blue 38 4 2 2 1781.0 1315 466.0 0.704 4775 83 0.729 0.738 1.1482e-04 0.99989000
718110858 Attrited Customer 42 M 4 Unknown Married $40K - $60K Blue 36 2 3 5 1606.0 0 1606.0 0.870 2628 41 0.640 0.000 9.9903e-01 0.00097000
716385858 Existing Customer 42 F 4 Graduate Married Less than $40K Blue 28 5 2 4 2205.0 1245 960.0 0.925 4921 90 0.800 0.565 3.4248e-04 0.99966000
708812133 Existing Customer 49 F 3 Graduate Married Unknown Blue 39 5 3 0 2270.0 1647 623.0 0.759 4110 75 0.923 0.726 6.8853e-05 0.99993000
787655058 Existing Customer 44 F 2 Uneducated Single Less than $40K Blue 37 5 2 3 2568.0 1875 693.0 0.578 4254 85 0.735 0.730 1.9683e-04 0.99980000
803113383 Attrited Customer 55 F 1 Uneducated Single Less than $40K Blue 49 3 4 3 3292.0 0 3292.0 0.482 2222 54 0.636 0.000 9.9717e-01 0.00282527
721273008 Attrited Customer 54 F 1 College Unknown Less than $40K Silver 43 6 3 4 10797.0 1252 9545.0 0.489 1739 38 0.226 0.116 9.9766e-01 0.00234362
715762083 Existing Customer 46 M 0 Uneducated Single $60K - $80K Silver 36 6 3 2 30501.0 2030 28471.0 0.560 2525 45 0.500 0.067 1.4340e-04 0.99986000
711629733 Existing Customer 45 F 2 Graduate Married Less than $40K Blue 34 5 3 1 5371.0 1499 3872.0 0.737 3282 66 0.650 0.279 1.0848e-04 0.99989000
718410258 Existing Customer 37 M 3 High School Unknown $80K - $120K Blue 28 5 4 4 13441.0 0 13441.0 0.513 4207 80 0.702 0.000 6.2901e-04 0.99937000
719745558 Existing Customer 52 M 3 Graduate Single $60K - $80K Blue 36 4 2 2 9137.0 1729 7408.0 0.974 4626 77 0.750 0.189 1.1811e-04 0.99988000
820282383 Attrited Customer 45 F 2 Graduate Married Less than $40K Blue 40 6 3 3 5848.0 2517 3331.0 0.561 2000 32 0.280 0.430 9.9671e-01 0.00329379
793543758 Existing Customer 47 M 2 Graduate Single $120K + Blue 41 3 2 4 10614.0 784 9830.0 0.730 4601 77 0.638 0.074 3.2656e-04 0.99967000
778224858 Existing Customer 42 F 2 College Unknown Unknown Blue 32 3 3 4 4035.0 1003 3032.0 0.583 4589 89 0.648 0.249 5.0168e-04 0.99950000
712555233 Existing Customer 59 F 0 Graduate Single $40K - $60K Blue 48 4 1 2 4205.0 710 3495.0 0.504 2023 38 0.727 0.169 4.7263e-05 0.99995000
718516533 Existing Customer 46 F 2 Graduate Single Less than $40K Blue 36 6 2 3 2586.0 2196 390.0 0.693 3944 78 0.857 0.849 1.9143e-04 0.99981000
708923658 Existing Customer 41 F 3 Unknown Unknown Less than $40K Blue 28 3 2 2 7234.0 1420 5814.0 0.539 4466 92 0.736 0.196 1.2982e-04 0.99987000
717708783 Existing Customer 57 M 2 Graduate Single $120K + Silver 51 6 3 4 34516.0 1417 33099.0 0.966 4303 77 0.638 0.041 4.6626e-04 0.99953000
780688383 Existing Customer 35 M 1 Graduate Unknown $80K - $120K Blue 24 4 2 3 21114.0 0 21114.0 0.697 3534 56 1.000 0.000 1.7969e-04 0.99982000
718821783 Existing Customer 53 M 1 Unknown Married $40K - $60K Blue 48 4 1 3 2522.0 1704 818.0 0.988 4697 73 0.698 0.676 9.5577e-05 0.99990000
718163808 Existing Customer 37 M 1 Graduate Single $80K - $120K Blue 24 6 3 4 11309.0 0 11309.0 0.474 4809 71 0.479 0.000 4.8435e-04 0.99952000
712693908 Attrited Customer 43 M 3 Graduate Married $120K + Blue 31 2 4 1 13883.0 783 13100.0 0.749 1871 32 0.684 0.056 9.9270e-01 0.00730000
711286533 Existing Customer 43 M 3 Graduate Unknown $60K - $80K Blue 31 5 1 2 13448.0 0 13448.0 0.667 5067 62 0.722 0.000 5.7151e-05 0.99994000
711655683 Existing Customer 55 M 1 Uneducated Single $60K - $80K Silver 46 4 2 4 25991.0 0 25991.0 0.639 2996 62 0.879 0.000 2.8478e-04 0.99972000
718188858 Existing Customer 52 F 0 Graduate Single Less than $40K Blue 36 5 1 2 2537.0 1097 1440.0 0.874 4964 84 0.909 0.432 4.7263e-05 0.99995000
718514283 Existing Customer 46 M 4 High School Single $40K - $60K Blue 36 5 2 2 1438.3 794 644.3 0.807 3895 67 0.558 0.552 1.1604e-04 0.99988000
708642708 Attrited Customer 40 F 2 Uneducated Married Unknown Blue 36 3 2 3 13019.0 0 13019.0 0.487 1484 33 0.435 0.000 9.9495e-01 0.00505000
811475733 Attrited Customer 53 F 1 College Married $40K - $60K Blue 48 2 2 3 3339.0 0 3339.0 0.694 2432 48 0.600 0.000 9.9431e-01 0.00569000
712089108 Existing Customer 49 M 3 Uneducated Divorced $80K - $120K Blue 37 6 3 3 28390.0 1141 27249.0 0.919 4631 76 0.949 0.040 3.2275e-04 0.99968000
710761533 Existing Customer 44 M 2 Graduate Unknown $80K - $120K Blue 33 3 2 3 23665.0 1624 22041.0 0.574 4190 87 0.706 0.069 1.9143e-04 0.99981000
714963558 Existing Customer 46 M 3 Graduate Single $40K - $60K Blue 36 4 2 3 1438.3 0 1438.3 0.951 4374 71 0.775 0.000 1.9864e-04 0.99980000
714834258 Existing Customer 43 F 4 High School Unknown Less than $40K Blue 36 5 2 4 2459.0 1127 1332.0 0.765 4343 83 0.886 0.458 3.3294e-04 0.99967000
713788083 Attrited Customer 28 F 1 Graduate Single Less than $40K Blue 36 4 2 5 1624.0 0 1624.0 0.299 1897 35 0.250 0.000 9.9812e-01 0.00188108
719583558 Existing Customer 49 F 3 Uneducated Married $40K - $60K Blue 40 6 2 3 8900.0 1700 7200.0 0.906 4710 70 0.556 0.191 2.0424e-04 0.99980000
744705408 Existing Customer 48 F 4 Graduate Single Unknown Blue 41 5 3 2 5239.0 1172 4067.0 0.825 4241 61 0.968 0.224 1.8864e-04 0.99981000
713240133 Existing Customer 42 F 3 High School Married Less than $40K Blue 36 4 3 1 9351.0 1482 7869.0 0.464 5099 60 0.714 0.158 1.0943e-04 0.99989000
815015283 Existing Customer 43 F 4 Graduate Married Less than $40K Blue 38 4 2 2 2655.0 1650 1005.0 0.701 4025 62 0.590 0.621 1.1937e-04 0.99988000
718072758 Existing Customer 51 M 2 Post-Graduate Married $120K + Blue 45 5 2 1 3173.0 2517 656.0 0.708 4030 73 0.622 0.793 8.0767e-05 0.99992000
709127808 Existing Customer 48 M 3 Post-Graduate Divorced $60K - $80K Blue 35 5 2 1 6243.0 1331 4912.0 0.800 3502 57 1.036 0.213 8.3810e-05 0.99992000
715080258 Existing Customer 37 F 1 High School Single Unknown Blue 36 3 2 3 6730.0 1093 5637.0 1.010 4814 89 0.854 0.162 1.7468e-04 0.99983000
709567758 Existing Customer 40 F 3 Uneducated Married Less than $40K Blue 29 4 1 2 2490.0 2225 265.0 0.566 3339 71 0.543 0.894 5.8763e-05 0.99994000
780067158 Attrited Customer 51 F 2 Uneducated Single Less than $40K Blue 36 2 3 3 1746.0 1107 639.0 0.539 1907 47 0.621 0.634 9.9680e-01 0.00320374
715357308 Existing Customer 44 M 2 Graduate Married $60K - $80K Blue 36 3 1 2 4141.0 1424 2717.0 0.574 3512 65 0.477 0.344 5.5077e-05 0.99994000
720559908 Existing Customer 58 F 2 Uneducated Divorced Less than $40K Silver 46 6 1 4 11684.0 653 11031.0 0.622 4900 61 0.743 0.056 1.4682e-04 0.99985000
720339558 Existing Customer 47 F 2 Graduate Single Less than $40K Blue 36 3 1 2 2363.0 494 1869.0 0.736 3887 71 0.651 0.209 5.5077e-05 0.99994000
809599158 Attrited Customer 48 M 4 Uneducated Single $80K - $120K Silver 43 2 3 4 34516.0 0 34516.0 0.671 1626 28 0.400 0.000 9.9802e-01 0.00198404
793269933 Existing Customer 46 M 3 Graduate Unknown $60K - $80K Silver 40 6 3 2 28829.0 0 28829.0 0.463 4540 78 0.560 0.000 1.6865e-04 0.99983000
809978733 Existing Customer 33 F 2 High School Single $40K - $60K Blue 28 3 2 3 1438.3 746 692.3 0.913 4415 77 0.878 0.519 1.8610e-04 0.99981000
788996058 Existing Customer 47 F 2 High School Married Less than $40K Blue 34 4 2 4 2730.0 1970 760.0 0.848 3841 69 0.865 0.722 3.1746e-04 0.99968000
712575708 Existing Customer 55 F 2 High School Married Less than $40K Blue 36 5 1 4 1994.0 1175 819.0 0.794 4455 82 0.547 0.589 1.5363e-04 0.99985000
789625383 Existing Customer 48 M 3 Uneducated Married $80K - $120K Blue 42 4 3 3 9727.0 1626 8101.0 1.006 3543 62 0.676 0.167 3.2275e-04 0.99968000
719730258 Existing Customer 41 M 4 Uneducated Divorced $60K - $80K Silver 36 4 2 3 33771.0 0 33771.0 0.791 3819 75 0.829 0.000 1.8652e-04 0.99981000
793717608 Existing Customer 39 M 0 Doctorate Single $60K - $80K Blue 33 6 2 0 10452.0 1120 9332.0 0.802 3592 79 0.795 0.107 5.2139e-05 0.99995000
709798908 Attrited Customer 45 F 4 Unknown Single Less than $40K Blue 32 3 3 4 2858.0 0 2858.0 1.058 2611 43 0.483 0.000 9.9832e-01 0.00167742
716077458 Existing Customer 46 M 3 Uneducated Married $40K - $60K Blue 36 4 2 4 4707.0 1121 3586.0 0.604 3188 71 0.651 0.238 3.4841e-04 0.99965000
813435108 Existing Customer 49 F 1 Graduate Single Less than $40K Blue 44 5 2 1 3537.0 0 3537.0 0.763 4726 78 0.814 0.000 6.4428e-05 0.99994000
708084558 Attrited Customer 46 M 3 Doctorate Divorced $80K - $120K Blue 38 6 3 3 8258.0 1771 6487.0 0.000 1447 23 0.000 0.214 9.9780e-01 0.00219584
719880408 Existing Customer 46 F 4 Graduate Married Less than $40K Blue 35 6 3 1 3072.0 1611 1461.0 0.682 3992 57 0.727 0.524 1.1377e-04 0.99989000
719343633 Existing Customer 48 M 3 High School Unknown Less than $40K Blue 38 4 3 3 8892.0 889 8003.0 0.670 4900 89 0.745 0.100 3.0516e-04 0.99969000
718711158 Attrited Customer 52 M 3 Graduate Married $120K + Blue 36 1 2 3 3841.0 2517 1324.0 0.841 2680 51 0.545 0.655 9.9499e-01 0.00501000
717443658 Existing Customer 37 F 0 Graduate Divorced $40K - $60K Blue 28 4 3 1 1920.0 0 1920.0 0.688 4715 81 0.841 0.000 9.3087e-05 0.99991000
715976433 Existing Customer 42 M 3 High School Unknown Less than $40K Blue 31 4 2 4 7802.0 1885 5917.0 0.643 4212 75 0.744 0.242 3.2942e-04 0.99967000
719038008 Existing Customer 48 F 4 Graduate Single Less than $40K Blue 35 3 2 2 1705.0 1192 513.0 0.763 4862 41 0.242 0.699 1.1937e-04 0.99988000
709143183 Attrited Customer 52 F 2 Doctorate Married $40K - $60K Blue 43 3 2 4 1822.0 1605 217.0 0.756 2538 39 0.696 0.881 9.9789e-01 0.00211089
710186958 Existing Customer 45 F 3 Unknown Single Unknown Blue 32 6 3 4 9294.0 2000 7294.0 0.637 4431 82 0.673 0.215 5.8851e-04 0.99941000
709274583 Existing Customer 40 M 2 High School Married $120K + Blue 27 5 3 1 12248.0 1323 10925.0 0.882 4806 91 0.896 0.108 1.0545e-04 0.99989000
816864483 Existing Customer 39 F 4 Uneducated Single $40K - $60K Blue 34 4 2 2 10264.0 803 9461.0 0.802 4003 74 0.721 0.078 1.2274e-04 0.99988000
708271833 Existing Customer 42 M 3 Graduate Single $40K - $60K Silver 36 3 2 3 15069.0 1843 13226.0 0.840 3464 67 0.558 0.122 1.7949e-04 0.99982000
821759658 Attrited Customer 41 F 4 High School Divorced $40K - $60K Blue 37 3 2 3 4650.0 204 4446.0 0.685 2014 54 0.800 0.044 9.9490e-01 0.00510000
820920408 Existing Customer 53 F 2 Graduate Single Less than $40K Blue 48 3 2 2 3685.0 0 3685.0 0.762 4012 59 0.639 0.000 1.1382e-04 0.99989000
718403358 Existing Customer 49 F 2 High School Divorced $40K - $60K Blue 33 4 2 1 7231.0 2517 4714.0 0.865 3912 67 0.763 0.348 6.6728e-05 0.99993000
713476758 Existing Customer 44 M 4 Unknown Married $60K - $80K Blue 32 4 1 1 10007.0 1586 8421.0 0.921 4309 77 0.711 0.158 3.8289e-05 0.99996000
720690933 Existing Customer 52 M 4 Uneducated Married $60K - $80K Blue 39 5 1 3 2641.0 1584 1057.0 0.809 4279 67 0.718 0.600 9.9893e-05 0.99990000
719252583 Existing Customer 29 F 1 High School Single Less than $40K Blue 20 4 2 1 3095.0 1488 1607.0 0.924 4642 92 0.878 0.481 6.2633e-05 0.99994000
712783083 Attrited Customer 48 F 4 High School Married Less than $40K Blue 37 1 2 3 3607.0 0 3607.0 0.504 2013 35 0.458 0.000 9.9490e-01 0.00510000
771204108 Existing Customer 36 F 2 Uneducated Single Unknown Blue 23 3 1 0 1954.0 1179 775.0 0.867 3896 67 0.718 0.603 2.0889e-05 0.99998000
817247658 Existing Customer 45 M 3 High School Unknown $60K - $80K Blue 27 6 2 3 21317.0 0 21317.0 0.833 3814 67 1.030 0.000 1.9311e-04 0.99981000
821749608 Attrited Customer 41 M 3 Graduate Single $80K - $120K Blue 37 3 3 3 19402.0 0 19402.0 0.580 1937 51 0.594 0.000 9.9683e-01 0.00317458
714389883 Existing Customer 45 M 4 Graduate Single $80K - $120K Blue 36 6 3 1 8063.0 1485 6578.0 0.872 4275 77 0.833 0.184 1.1377e-04 0.99989000
713648208 Existing Customer 40 F 2 Graduate Unknown $40K - $60K Blue 32 6 2 2 3097.0 2409 688.0 0.912 4624 86 0.870 0.778 1.1382e-04 0.99989000
826261008 Attrited Customer 48 F 3 Graduate Unknown Less than $40K Blue 44 3 3 2 1438.3 0 1438.3 0.736 2054 46 0.586 0.000 9.9467e-01 0.00533000
824163333 Existing Customer 43 F 5 Uneducated Single Less than $40K Blue 39 3 2 4 3161.0 2424 737.0 0.617 4307 66 0.784 0.767 3.4664e-04 0.99965000
709444983 Attrited Customer 38 F 3 Uneducated Single $40K - $60K Blue 30 3 2 3 2435.0 2432 3.0 0.120 1460 32 0.103 0.999 9.9513e-01 0.00487126
711154908 Existing Customer 59 F 0 Unknown Single Less than $40K Blue 40 5 2 2 1845.0 1076 769.0 1.016 4319 76 0.551 0.583 1.0736e-04 0.99989000
769575783 Attrited Customer 49 F 3 College Married Less than $40K Blue 41 3 3 3 1603.0 749 854.0 0.733 2644 43 0.483 0.467 9.9674e-01 0.00326498
720334833 Existing Customer 39 F 5 College Single Less than $40K Blue 30 4 1 2 4710.0 1869 2841.0 0.858 4719 91 0.655 0.397 5.5282e-05 0.99994000
709563258 Attrited Customer 50 F 2 Uneducated Single Unknown Blue 41 2 3 2 2751.0 2253 498.0 0.497 2108 40 0.481 0.819 9.9462e-01 0.00538000
708205083 Existing Customer 38 F 1 High School Married Less than $40K Blue 28 6 4 3 1438.3 0 1438.3 0.767 4815 81 0.653 0.000 3.3359e-04 0.99967000
715276683 Existing Customer 52 M 2 High School Married $60K - $80K Blue 45 5 1 4 24287.0 1676 22611.0 0.506 5495 69 0.816 0.069 1.5363e-04 0.99985000
721254858 Existing Customer 42 F 5 Graduate Married Less than $40K Blue 18 6 1 1 1694.0 1074 620.0 0.780 3857 70 0.750 0.634 3.4290e-05 0.99997000
712257258 Attrited Customer 50 F 1 High School Single Less than $40K Blue 36 4 2 5 1457.0 0 1457.0 0.493 1441 39 0.393 0.000 9.9807e-01 0.00193489
789616158 Existing Customer 33 M 3 Unknown Divorced Unknown Blue 27 6 1 3 25045.0 0 25045.0 1.018 3444 52 0.926 0.000 1.0566e-04 0.99989000
708773583 Existing Customer 52 F 3 Graduate Unknown $40K - $60K Blue 45 5 2 0 10859.0 1710 9149.0 0.974 3987 64 0.829 0.157 4.3568e-05 0.99996000
711110733 Existing Customer 45 M 3 High School Married $40K - $60K Silver 33 3 2 1 16928.0 1519 15409.0 0.894 3355 66 0.886 0.090 6.2564e-05 0.99994000
714043008 Existing Customer 37 M 2 High School Single $40K - $60K Blue 30 6 3 4 4297.0 0 4297.0 0.797 4310 76 0.767 0.000 5.0163e-04 0.99950000
780602733 Existing Customer 42 M 3 Uneducated Single $60K - $80K Blue 30 4 2 3 8302.0 1294 7008.0 0.558 3221 66 0.610 0.156 2.0424e-04 0.99980000
823557333 Existing Customer 43 F 2 Uneducated Unknown Less than $40K Blue 39 5 3 3 2734.0 2517 217.0 0.700 4457 86 0.955 0.921 3.1104e-04 0.99969000
772825308 Existing Customer 40 M 3 Graduate Divorced $80K - $120K Blue 31 4 2 3 27374.0 1509 25865.0 0.803 4231 60 0.714 0.055 1.9864e-04 0.99980000
713251008 Existing Customer 43 F 2 Uneducated Married Unknown Blue 38 6 3 1 2960.0 1853 1107.0 0.949 3921 63 0.853 0.626 1.1153e-04 0.99989000
711175083 Existing Customer 54 M 3 Doctorate Single $60K - $80K Blue 41 4 2 3 9110.0 0 9110.0 0.662 2999 75 0.786 0.000 2.8744e-04 0.99971000
756477333 Existing Customer 42 F 4 Uneducated Married Less than $40K Blue 35 4 3 1 1539.0 0 1539.0 0.944 4793 71 0.614 0.000 1.1697e-04 0.99988000
712294983 Existing Customer 39 F 2 Graduate Married $40K - $60K Blue 36 4 2 4 1947.0 1160 787.0 1.227 4496 71 1.290 0.596 3.2656e-04 0.99967000
717023508 Existing Customer 45 F 3 Unknown Unknown $40K - $60K Blue 36 6 1 2 2667.0 1551 1116.0 0.672 4883 85 0.735 0.582 6.2820e-05 0.99994000
709869708 Existing Customer 54 F 3 College Single Less than $40K Blue 45 5 1 4 3062.0 2039 1023.0 1.057 4037 71 0.821 0.666 1.5944e-04 0.99984000
772133808 Existing Customer 47 F 3 Post-Graduate Single $40K - $60K Blue 36 6 5 0 3114.0 1059 2055.0 0.780 4342 62 0.771 0.340 9.0491e-05 0.99991000
768196008 Existing Customer 54 M 1 Uneducated Single $60K - $80K Blue 48 5 2 3 14948.0 2158 12790.0 0.844 3094 56 1.000 0.144 1.8475e-04 0.99982000
708916083 Attrited Customer 49 F 0 Doctorate Unknown Less than $40K Blue 37 5 2 3 1749.0 0 1749.0 1.006 2510 38 0.407 0.000 9.9581e-01 0.00418811
789526458 Existing Customer 44 M 3 Unknown Married $40K - $60K Blue 36 4 2 1 2534.0 1706 828.0 0.793 3965 57 1.111 0.673 7.8291e-05 0.99992000
716079708 Existing Customer 46 F 3 College Single Less than $40K Blue 36 5 2 2 2503.0 2373 130.0 0.697 4647 65 0.806 0.948 1.1483e-04 0.99989000
720087708 Existing Customer 38 F 3 High School Married Less than $40K Blue 31 4 3 2 1854.0 0 1854.0 0.885 5245 89 0.712 0.000 1.8145e-04 0.99982000
714259533 Existing Customer 43 F 2 Graduate Married Less than $40K Blue 35 3 1 3 4092.0 622 3470.0 0.775 5001 88 0.492 0.152 9.2637e-05 0.99991000
714691683 Existing Customer 62 M 1 Graduate Single $60K - $80K Blue 54 4 1 4 13284.0 607 12677.0 0.857 4942 76 0.652 0.046 1.4834e-04 0.99985000
768420558 Existing Customer 59 F 0 Graduate Single Less than $40K Blue 53 6 3 4 4830.0 1469 3361.0 0.634 3365 63 0.750 0.304 4.4282e-04 0.99956000
778364583 Attrited Customer 45 F 2 Graduate Married Less than $40K Blue 25 3 2 3 5911.0 916 4995.0 0.471 1656 31 0.722 0.155 9.9480e-01 0.00520000
719186433 Existing Customer 53 F 1 College Single Unknown Blue 44 3 2 2 11012.0 1328 9684.0 0.617 3793 86 0.654 0.121 1.0387e-04 0.99990000
719951208 Existing Customer 43 M 4 Graduate Single $60K - $80K Blue 24 5 3 2 19188.0 0 19188.0 0.453 4366 69 0.816 0.000 1.8864e-04 0.99981000
720182658 Existing Customer 44 F 3 Uneducated Single Unknown Blue 31 4 2 3 18056.0 940 17116.0 0.629 4473 72 0.600 0.052 2.0424e-04 0.99980000
789022233 Existing Customer 50 F 2 Uneducated Single Less than $40K Blue 37 6 5 2 1438.3 754 684.3 0.740 4457 69 0.683 0.524 2.0656e-04 0.99979000
778353183 Existing Customer 31 F 0 High School Married Less than $40K Blue 13 5 2 3 3201.0 984 2217.0 0.639 5155 77 0.925 0.307 1.5970e-04 0.99984000
713789883 Existing Customer 50 F 4 High School Married $40K - $60K Blue 36 6 1 1 1479.0 1004 475.0 0.827 5116 75 0.974 0.679 3.3863e-05 0.99997000
773018583 Existing Customer 38 F 4 Graduate Married Less than $40K Blue 30 5 1 2 3144.0 2216 928.0 0.741 4717 75 0.562 0.705 5.7762e-05 0.99994000
771354633 Existing Customer 58 M 1 College Single $80K - $120K Blue 45 5 3 4 1854.0 1480 374.0 0.853 3292 73 0.921 0.798 4.7091e-04 0.99953000
717308433 Attrited Customer 49 M 5 Uneducated Unknown $60K - $80K Blue 43 3 3 3 1960.0 0 1960.0 0.493 2253 39 0.345 0.000 9.9690e-01 0.00310348
712271958 Existing Customer 37 M 3 Uneducated Unknown $80K - $120K Blue 36 4 2 3 9782.0 1793 7989.0 0.886 3672 75 0.923 0.183 2.0424e-04 0.99980000
716736858 Existing Customer 47 F 4 Graduate Married Less than $40K Blue 39 3 3 2 3144.0 0 3144.0 0.561 3774 80 0.818 0.000 1.8864e-04 0.99981000
713796033 Attrited Customer 47 M 2 Graduate Married $40K - $60K Blue 42 6 3 3 4738.0 0 4738.0 0.641 1900 36 0.500 0.000 9.9671e-01 0.00329379
710812533 Attrited Customer 46 F 3 High School Single Unknown Silver 36 4 2 3 34516.0 154 34362.0 0.602 1987 46 0.586 0.004 9.9430e-01 0.00570000
782555058 Existing Customer 35 F 1 Unknown Married Less than $40K Blue 29 4 2 3 1438.3 856 582.3 0.792 4432 92 0.736 0.595 1.9751e-04 0.99980000
714864333 Attrited Customer 43 M 2 College Divorced $120K + Blue 37 4 1 2 34516.0 0 34516.0 0.536 1370 38 0.357 0.000 9.8167e-01 0.01833000
787918158 Existing Customer 32 F 0 Uneducated Married Less than $40K Blue 23 5 2 4 2156.0 1114 1042.0 0.603 4106 66 0.833 0.517 2.8814e-04 0.99971000
779070033 Existing Customer 63 F 0 College Single Less than $40K Blue 44 3 4 2 1938.0 0 1938.0 0.536 3974 56 0.931 0.000 1.8136e-04 0.99982000
789945933 Existing Customer 61 F 1 Graduate Single Less than $40K Blue 52 3 3 1 1438.3 0 1438.3 0.925 3560 67 0.861 0.000 1.0182e-04 0.99990000
720810783 Attrited Customer 54 F 2 Graduate Married Unknown Blue 44 2 3 3 3781.0 1692 2089.0 0.791 2310 43 0.720 0.448 9.9671e-01 0.00329379
715627833 Existing Customer 48 M 3 High School Married $60K - $80K Gold 37 6 2 0 34516.0 1948 32568.0 0.666 4539 75 0.705 0.056 4.8796e-05 0.99995000
809538783 Existing Customer 49 M 1 High School Single $120K + Blue 44 6 2 3 1438.3 1058 380.3 0.560 4109 72 0.800 0.736 1.7468e-04 0.99983000
715987758 Attrited Customer 49 M 3 Graduate Single $80K - $120K Blue 36 3 2 1 3261.0 0 3261.0 1.012 3081 50 0.667 0.000 9.8616e-01 0.01384000
711967158 Existing Customer 35 F 3 Graduate Single Less than $40K Blue 23 6 3 1 2211.0 1370 841.0 0.781 4359 79 0.927 0.620 1.1256e-04 0.99989000
712325433 Existing Customer 39 F 2 Unknown Single Unknown Blue 28 6 2 2 1493.0 792 701.0 0.688 4131 80 0.702 0.530 1.2511e-04 0.99987000
716470683 Existing Customer 48 F 3 Post-Graduate Married Unknown Blue 36 3 1 3 20631.0 2048 18583.0 0.676 4827 77 0.711 0.099 1.1311e-04 0.99989000
713289183 Existing Customer 53 F 3 Doctorate Married Less than $40K Blue 33 6 2 1 2255.0 1647 608.0 0.848 4270 76 0.767 0.730 1.0307e-04 0.99990000
711549408 Existing Customer 51 M 3 Uneducated Married $80K - $120K Blue 42 5 1 3 1507.0 961 546.0 0.678 4126 90 0.667 0.638 9.8837e-05 0.99990000
709523508 Existing Customer 65 F 0 Uneducated Unknown Less than $40K Silver 53 5 1 2 11097.0 0 11097.0 0.648 4836 83 0.566 0.000 4.3909e-05 0.99996000
717578358 Existing Customer 49 F 4 Graduate Married Unknown Blue 40 5 1 1 8162.0 1704 6458.0 0.819 4334 80 0.739 0.209 3.4833e-05 0.99997000
711673983 Existing Customer 44 M 4 Unknown Single $60K - $80K Blue 36 3 1 2 18721.0 1568 17153.0 0.788 4537 81 0.800 0.084 6.3492e-05 0.99994000
713388108 Attrited Customer 62 F 0 High School Unknown Less than $40K Blue 51 4 2 3 5210.0 0 5210.0 0.640 2162 36 0.161 0.000 9.9378e-01 0.00622000
715679733 Existing Customer 43 F 2 Uneducated Single Less than $40K Blue 36 5 2 4 1736.0 1513 223.0 0.829 3462 67 0.558 0.872 3.3577e-04 0.99966000
779694183 Existing Customer 51 M 3 College Married $80K - $120K Blue 34 5 2 4 1864.0 1427 437.0 0.725 3833 73 0.587 0.766 3.2945e-04 0.99967000
788544108 Existing Customer 43 F 2 High School Single Less than $40K Blue 37 4 3 0 6611.0 1041 5570.0 0.744 4037 74 0.682 0.157 6.4505e-05 0.99994000
715583283 Existing Customer 34 F 0 Graduate Married Unknown Blue 13 4 1 4 7942.0 2087 5855.0 0.754 4068 66 0.610 0.263 1.3562e-04 0.99986000
719917233 Attrited Customer 49 M 3 Post-Graduate Married $80K - $120K Blue 36 3 3 2 13382.0 1159 12223.0 0.404 1828 45 0.500 0.087 9.9547e-01 0.00453174
717103758 Attrited Customer 63 M 0 Graduate Single Unknown Blue 55 5 0 2 18550.0 0 18550.0 0.908 2616 42 0.826 0.000 9.4591e-01 0.05409000
714621183 Existing Customer 39 F 3 Graduate Single Less than $40K Blue 36 4 3 4 2650.0 1646 1004.0 0.747 4512 80 0.509 0.621 5.3543e-04 0.99946000
721365033 Attrited Customer 37 M 3 Uneducated Single $40K - $60K Blue 36 3 2 4 1696.0 0 1696.0 0.857 2095 43 0.536 0.000 9.9714e-01 0.00286097
712999008 Existing Customer 40 F 3 Graduate Single Less than $40K Blue 33 3 1 1 2628.0 1771 857.0 0.788 4316 72 0.600 0.674 3.4465e-05 0.99997000
780790008 Existing Customer 46 F 3 Unknown Married $40K - $60K Blue 39 6 3 2 1457.0 563 894.0 0.711 3967 69 0.568 0.386 2.0516e-04 0.99979000
779499933 Existing Customer 46 M 5 Uneducated Unknown $80K - $120K Blue 28 6 1 1 34516.0 1259 33257.0 0.671 4300 94 0.741 0.036 3.5257e-05 0.99996000
717200508 Existing Customer 40 F 4 Uneducated Single Unknown Blue 32 3 1 3 3056.0 2038 1018.0 0.675 4734 73 0.659 0.667 9.9893e-05 0.99990000
716995083 Existing Customer 52 M 2 High School Single $80K - $120K Blue 44 6 2 4 2650.0 1049 1601.0 0.874 4218 64 0.730 0.396 3.1746e-04 0.99968000
718137183 Existing Customer 58 F 1 College Married Less than $40K Blue 38 4 2 3 3331.0 2251 1080.0 1.044 5379 92 0.643 0.676 1.7470e-04 0.99983000
787507833 Existing Customer 49 F 1 Uneducated Unknown Less than $40K Blue 38 6 2 1 3343.0 1820 1523.0 0.727 4507 63 0.703 0.544 6.6245e-05 0.99993000
810974958 Attrited Customer 51 M 2 High School Married $60K - $80K Blue 46 5 3 2 4123.0 1760 2363.0 0.869 2447 40 0.429 0.427 9.9431e-01 0.00569000
717967833 Existing Customer 55 F 1 Unknown Married Less than $40K Blue 36 3 1 0 2677.0 1555 1122.0 0.639 4757 81 0.688 0.581 2.0961e-05 0.99998000
712267983 Attrited Customer 57 F 0 Graduate Single Less than $40K Blue 45 4 3 3 3023.0 2517 506.0 0.646 2477 42 0.615 0.833 9.9616e-01 0.00383630
717376758 Existing Customer 56 F 2 High School Married Less than $40K Blue 47 4 3 1 2238.0 1324 914.0 0.762 4108 72 0.846 0.592 1.0545e-04 0.99989000
718250883 Attrited Customer 59 F 2 High School Married Unknown Blue 51 3 3 3 3875.0 1397 2478.0 0.573 2312 49 0.581 0.361 9.9661e-01 0.00338788
717491058 Existing Customer 42 M 2 Post-Graduate Single $60K - $80K Blue 26 6 2 3 20803.0 1747 19056.0 0.311 4012 60 0.429 0.084 2.2525e-04 0.99977000
802243458 Attrited Customer 48 M 2 Doctorate Single $40K - $60K Blue 42 6 3 2 2760.0 0 2760.0 0.576 1759 34 0.214 0.000 9.9617e-01 0.00382633
714485508 Existing Customer 45 M 3 Doctorate Single $80K - $120K Blue 36 6 2 4 9086.0 1254 7832.0 0.930 3906 81 0.800 0.138 4.9030e-04 0.99951000
711377808 Existing Customer 47 M 3 Graduate Unknown $60K - $80K Blue 36 4 3 2 21142.0 0 21142.0 0.812 4360 66 1.357 0.000 1.8665e-04 0.99981000
718565733 Existing Customer 62 M 0 Unknown Single Less than $40K Blue 36 3 2 4 3653.0 1769 1884.0 0.825 4423 67 0.763 0.484 3.0803e-04 0.99969000
712723608 Existing Customer 44 F 3 Uneducated Unknown Less than $40K Blue 36 6 2 4 1713.0 0 1713.0 0.678 3999 66 1.062 0.000 3.4841e-04 0.99965000
789948408 Existing Customer 55 M 2 Graduate Single $80K - $120K Blue 46 3 1 4 34516.0 1718 32798.0 0.510 5220 74 0.423 0.050 1.5804e-04 0.99984000
734909358 Existing Customer 43 M 4 Graduate Single $80K - $120K Blue 33 4 1 1 6548.0 1244 5304.0 0.667 4354 79 0.927 0.190 3.4833e-05 0.99997000
719267283 Existing Customer 35 F 2 Doctorate Married $40K - $60K Blue 27 6 1 0 1953.0 1554 399.0 0.581 4598 71 0.651 0.796 2.9400e-05 0.99997000
780684933 Existing Customer 49 M 3 High School Unknown $40K - $60K Blue 38 4 1 3 3051.0 1783 1268.0 0.732 4887 69 0.725 0.584 9.3448e-05 0.99991000
720330558 Attrited Customer 44 M 3 Graduate Married $80K - $120K Blue 25 5 2 3 25256.0 966 24290.0 0.488 2048 40 0.333 0.038 9.9499e-01 0.00501000
720784833 Attrited Customer 48 F 3 Graduate Single Unknown Blue 36 3 3 1 1630.0 1243 387.0 0.400 1884 43 0.303 0.763 9.9120e-01 0.00880000
789059958 Existing Customer 42 M 4 High School Married $120K + Gold 30 6 2 4 34516.0 1045 33471.0 0.848 3574 75 0.923 0.030 3.8357e-04 0.99962000
797138883 Existing Customer 43 M 4 Unknown Married $40K - $60K Blue 37 3 2 3 10800.0 1491 9309.0 0.543 3966 77 0.638 0.138 2.2068e-04 0.99978000
721448283 Attrited Customer 39 F 1 Graduate Single Less than $40K Blue 26 3 3 1 1876.0 1536 340.0 0.712 2579 47 0.469 0.819 9.9028e-01 0.00972000
710552733 Attrited Customer 42 M 5 Unknown Married $60K - $80K Blue 36 2 3 2 4963.0 0 4963.0 0.637 2335 40 0.429 0.000 9.9513e-01 0.00487428
742778358 Existing Customer 44 M 1 Graduate Single $60K - $80K Blue 37 3 1 4 16739.0 1229 15510.0 0.497 4014 69 0.568 0.073 1.4834e-04 0.99985000
713933658 Existing Customer 56 F 0 Graduate Single Less than $40K Blue 45 3 6 2 2463.0 1621 842.0 0.568 4118 70 0.591 0.658 1.2185e-04 0.99988000
788142483 Existing Customer 46 M 3 College Single $80K - $120K Silver 38 3 3 1 34516.0 1278 33238.0 0.510 4699 73 0.622 0.037 9.8883e-05 0.99990000
789705408 Existing Customer 50 M 2 College Married $60K - $80K Blue 37 4 1 2 4743.0 1687 3056.0 0.957 3739 55 0.618 0.356 5.3547e-05 0.99995000
780378633 Existing Customer 43 M 3 College Unknown $60K - $80K Blue 33 4 3 4 9382.0 1455 7927.0 0.482 3412 71 0.821 0.155 5.2057e-04 0.99948000
817422408 Existing Customer 45 F 3 Uneducated Single Less than $40K Blue 30 3 2 3 2059.0 1118 941.0 0.788 4110 71 1.152 0.543 2.0424e-04 0.99980000
781297983 Existing Customer 58 M 2 Unknown Divorced $60K - $80K Blue 52 6 2 3 20410.0 1196 19214.0 0.726 3525 78 0.733 0.059 2.1042e-04 0.99979000
710671608 Existing Customer 39 F 2 Graduate Divorced Less than $40K Blue 31 5 3 4 6798.0 918 5880.0 0.671 3961 69 0.605 0.135 5.1600e-04 0.99948000
719967708 Existing Customer 44 F 2 Unknown Single Less than $40K Blue 32 3 1 4 6472.0 2128 4344.0 0.580 3592 66 0.833 0.329 1.7371e-04 0.99983000
711879633 Existing Customer 45 M 3 High School Single Less than $40K Blue 29 4 1 2 2766.0 1985 781.0 0.796 4480 70 0.750 0.718 5.5559e-05 0.99994000
716444733 Existing Customer 55 F 2 Graduate Married Less than $40K Blue 46 5 3 4 1438.3 0 1438.3 0.907 4271 79 0.756 0.000 5.1600e-04 0.99948000
718460958 Existing Customer 49 F 2 College Married Less than $40K Blue 35 3 3 4 3283.0 1856 1427.0 1.103 4498 64 0.829 0.565 5.0168e-04 0.99950000
789953733 Existing Customer 46 F 3 Graduate Married Less than $40K Blue 37 5 1 3 2470.0 1961 509.0 0.802 4519 78 0.733 0.794 9.6126e-05 0.99990000
770278833 Existing Customer 43 M 4 Unknown Married $120K + Blue 37 3 1 3 20695.0 1250 19445.0 0.605 3924 82 0.783 0.060 1.0679e-04 0.99989000
787291308 Existing Customer 42 F 5 Graduate Married Less than $40K Blue 36 5 2 4 4228.0 1709 2519.0 0.493 4389 79 0.580 0.404 3.3714e-04 0.99966000
710644158 Existing Customer 45 M 3 Graduate Unknown $80K - $120K Blue 28 5 3 1 31743.0 1332 30411.0 0.665 4293 73 0.622 0.042 1.1256e-04 0.99989000
717095733 Existing Customer 48 F 4 Unknown Unknown Less than $40K Blue 29 6 3 4 3212.0 2517 695.0 0.785 4284 69 1.300 0.784 5.9480e-04 0.99941000
813338733 Existing Customer 47 F 3 Unknown Single Unknown Blue 42 3 2 2 5884.0 1382 4502.0 0.910 4477 82 0.745 0.235 1.2982e-04 0.99987000
787536933 Existing Customer 44 F 3 Unknown Single Less than $40K Blue 33 6 2 3 1724.0 0 1724.0 0.669 4768 80 0.860 0.000 2.1834e-04 0.99978000
714384783 Attrited Customer 59 F 1 Graduate Married Less than $40K Blue 36 2 3 3 2468.0 0 2468.0 0.500 2017 37 0.762 0.000 9.9649e-01 0.00350838
713847858 Attrited Customer 49 F 3 Graduate Divorced Less than $40K Blue 36 3 3 3 1438.3 0 1438.3 0.409 1849 43 0.536 0.000 9.9683e-01 0.00317458
809809008 Existing Customer 47 F 5 Graduate Married Less than $40K Blue 42 5 1 2 3111.0 1541 1570.0 0.656 4570 68 0.511 0.495 5.6861e-05 0.99994000
719446833 Existing Customer 58 F 1 High School Married Less than $40K Blue 46 4 1 3 2799.0 1532 1267.0 0.583 4214 83 0.537 0.547 8.4530e-05 0.99992000
720570333 Existing Customer 48 F 3 College Married Less than $40K Blue 36 5 3 0 1912.0 1163 749.0 0.871 4786 81 0.723 0.608 6.6941e-05 0.99993000
815308683 Existing Customer 46 M 3 College Married $80K - $120K Blue 41 4 3 1 18927.0 887 18040.0 1.065 3101 54 1.000 0.047 1.0944e-04 0.99989000
810875958 Attrited Customer 51 F 3 Graduate Married Less than $40K Blue 46 1 4 3 2016.0 395 1621.0 0.711 2473 44 0.571 0.196 9.9737e-01 0.00262820
717775608 Existing Customer 51 M 2 Post-Graduate Unknown $80K - $120K Blue 43 4 2 0 4830.0 1970 2860.0 0.799 4850 80 0.633 0.408 4.9404e-05 0.99995000
718766058 Attrited Customer 56 M 2 Graduate Single $80K - $120K Blue 36 1 2 2 1438.3 0 1438.3 0.650 2123 37 0.542 0.000 9.9129e-01 0.00871000
710656683 Existing Customer 50 F 3 High School Single Less than $40K Blue 36 4 3 1 1986.0 1614 372.0 0.554 4442 64 0.730 0.813 1.0943e-04 0.99989000
768390708 Existing Customer 47 M 2 Unknown Single $80K - $120K Blue 41 6 1 1 2877.0 1136 1741.0 0.756 4006 68 0.478 0.395 3.6508e-05 0.99996000
713263758 Existing Customer 53 F 1 College Single Less than $40K Blue 45 3 2 2 2312.0 1997 315.0 0.787 5085 78 0.773 0.864 1.0387e-04 0.99990000
754564308 Existing Customer 46 F 3 Graduate Married $40K - $60K Blue 39 3 3 2 2644.0 2126 518.0 0.748 3601 66 0.650 0.804 1.8665e-04 0.99981000
827890758 Existing Customer 39 F 1 Uneducated Single Less than $40K Blue 35 5 3 0 2062.0 1302 760.0 0.631 3785 63 0.750 0.631 6.4038e-05 0.99994000
779945508 Existing Customer 50 F 1 Graduate Married Less than $40K Blue 35 5 2 2 3510.0 1881 1629.0 0.660 3808 81 0.884 0.536 1.0684e-04 0.99989000
720807183 Existing Customer 55 M 2 Graduate Single $80K - $120K Blue 36 3 2 1 15026.0 916 14110.0 0.721 3281 63 0.800 0.061 6.8640e-05 0.99993000
709309308 Attrited Customer 50 M 3 College Unknown $80K - $120K Blue 37 1 3 2 27186.0 0 27186.0 0.504 1704 34 0.478 0.000 9.9452e-01 0.00548000
715844733 Existing Customer 45 M 5 High School Married $60K - $80K Blue 36 6 3 2 2174.0 877 1297.0 0.644 4596 71 0.449 0.403 1.8053e-04 0.99982000
712332183 Existing Customer 42 M 3 College Single $80K - $120K Blue 36 6 1 0 29535.0 895 28640.0 0.952 3934 74 0.644 0.030 2.0496e-05 0.99998000
790123983 Existing Customer 50 F 2 High School Single Less than $40K Blue 43 4 2 1 2974.0 2090 884.0 0.975 4297 88 0.833 0.703 6.6728e-05 0.99993000
711721458 Attrited Customer 50 F 2 Graduate Unknown Less than $40K Blue 36 5 2 2 1438.3 0 1438.3 0.658 2329 43 0.593 0.000 9.9129e-01 0.00871000
716860233 Existing Customer 51 F 3 Uneducated Married Less than $40K Blue 39 3 3 0 8148.0 701 7447.0 0.819 4124 87 0.891 0.086 7.0795e-05 0.99993000
714678408 Existing Customer 48 F 4 Post-Graduate Married Less than $40K Blue 31 6 6 4 2646.0 1983 663.0 0.700 4727 83 0.804 0.749 5.0267e-04 0.99950000
708798483 Attrited Customer 37 F 3 Unknown Single Unknown Blue 24 2 3 2 2054.0 0 2054.0 0.870 2567 43 0.593 0.000 9.9515e-01 0.00484967
708501783 Attrited Customer 43 M 2 High School Married $120K + Blue 36 6 2 4 34516.0 1477 33039.0 0.324 1868 40 0.212 0.043 9.9686e-01 0.00313909
713645883 Existing Customer 37 F 1 High School Single Less than $40K Blue 23 6 3 4 1879.0 1486 393.0 0.836 5202 88 0.692 0.791 4.7086e-04 0.99953000
718622658 Existing Customer 45 M 4 High School Single $80K - $120K Blue 34 3 2 3 15913.0 1696 14217.0 0.632 4472 86 0.792 0.107 1.9517e-04 0.99980000
710641008 Existing Customer 44 F 2 High School Single Less than $40K Blue 36 5 3 4 8685.0 0 8685.0 0.666 2473 56 0.600 0.000 5.0163e-04 0.99950000
718547358 Existing Customer 60 F 2 Uneducated Unknown $40K - $60K Blue 52 4 3 2 2676.0 1740 936.0 0.735 3863 69 0.725 0.650 1.8494e-04 0.99982000
716177583 Existing Customer 58 F 1 Post-Graduate Single Less than $40K Blue 36 6 2 4 1438.3 0 1438.3 0.657 4722 89 0.745 0.000 3.6066e-04 0.99964000
713417433 Existing Customer 42 M 2 Graduate Single $40K - $60K Blue 28 3 1 3 1711.0 0 1711.0 0.983 4496 77 0.925 0.000 9.2637e-05 0.99991000
713043183 Existing Customer 61 M 0 High School Single $40K - $60K Blue 48 3 2 4 2572.0 1969 603.0 0.644 4313 84 0.787 0.766 2.7243e-04 0.99973000
719328858 Attrited Customer 56 M 4 High School Married $60K - $80K Blue 43 6 2 6 4535.0 0 4535.0 0.831 2342 40 0.600 0.000 9.9901e-01 0.00098750
718501983 Existing Customer 44 M 2 Graduate Married $60K - $80K Blue 36 5 6 1 5950.0 1117 4833.0 0.570 4682 89 0.679 0.188 8.5631e-05 0.99991000
803800533 Attrited Customer 39 M 1 Unknown Single $40K - $60K Blue 33 3 3 4 2088.0 975 1113.0 1.144 2866 59 0.735 0.467 9.9813e-01 0.00187387
771790083 Existing Customer 43 F 3 Unknown Married Less than $40K Silver 32 4 3 2 10466.0 2080 8386.0 0.648 4116 64 0.684 0.199 1.8538e-04 0.99981000
712817808 Existing Customer 39 M 2 Graduate Married $60K - $80K Blue 23 5 2 1 4761.0 1561 3200.0 0.690 2045 53 1.650 0.328 6.8640e-05 0.99993000
811697958 Existing Customer 50 F 4 Unknown Married Less than $40K Blue 45 4 1 4 1488.0 755 733.0 0.783 4451 65 0.711 0.507 1.8218e-04 0.99982000
817089408 Existing Customer 44 M 2 College Married $60K - $80K Blue 27 3 1 2 19114.0 1754 17360.0 0.865 4413 69 0.725 0.092 5.3547e-05 0.99995000
803406558 Existing Customer 30 F 1 Uneducated Single Unknown Blue 24 3 5 4 7536.0 1272 6264.0 0.683 4189 86 0.911 0.169 5.5621e-04 0.99944000
717297708 Existing Customer 47 F 1 Graduate Single Unknown Blue 37 6 3 3 2441.0 1672 769.0 0.893 4439 74 0.682 0.685 2.8395e-04 0.99972000
808756458 Existing Customer 47 M 3 Graduate Married $80K - $120K Blue 42 6 3 3 13189.0 1205 11984.0 0.708 3821 83 0.660 0.091 3.1390e-04 0.99969000
718352358 Attrited Customer 49 F 3 Post-Graduate Married Less than $40K Blue 35 3 3 2 1914.0 0 1914.0 0.677 2687 41 0.414 0.000 9.9547e-01 0.00453174
780638958 Existing Customer 42 F 2 Graduate Divorced $40K - $60K Blue 31 6 2 1 2468.0 1850 618.0 0.775 4483 77 0.540 0.750 6.8640e-05 0.99993000
721026033 Existing Customer 57 F 1 Unknown Single Less than $40K Blue 44 4 3 2 2564.0 1258 1306.0 1.156 2673 43 0.870 0.491 1.8558e-04 0.99981000
719894433 Attrited Customer 43 F 4 Unknown Married Less than $40K Blue 24 6 2 3 1679.0 951 728.0 0.706 2492 43 0.593 0.566 9.9549e-01 0.00451007
812493033 Existing Customer 44 F 3 High School Single $40K - $60K Blue 37 4 1 1 3410.0 1110 2300.0 0.630 5102 63 0.615 0.326 3.3505e-05 0.99997000
718256658 Existing Customer 45 F 3 Uneducated Married Less than $40K Blue 38 6 5 1 2728.0 0 2728.0 0.879 4554 75 0.744 0.000 1.2927e-04 0.99987000
711421233 Existing Customer 51 M 3 High School Single $60K - $80K Blue 43 5 3 3 7119.0 1513 5606.0 0.925 4969 84 0.909 0.213 3.0516e-04 0.99969000
710335983 Existing Customer 57 F 0 High School Divorced Less than $40K Blue 36 5 1 3 3532.0 869 2663.0 1.038 4297 64 0.778 0.246 7.7279e-05 0.99992000
720108783 Existing Customer 60 F 1 Uneducated Single Unknown Blue 50 6 3 3 7459.0 1717 5742.0 1.001 4328 68 0.581 0.230 2.9196e-04 0.99971000
818259558 Existing Customer 64 F 0 Graduate Single Less than $40K Blue 56 4 2 3 2294.0 1582 712.0 0.775 3951 79 0.881 0.690 1.6428e-04 0.99984000
708511983 Existing Customer 37 M 3 Graduate Married $80K - $120K Blue 18 5 3 2 1663.0 0 1663.0 0.778 3950 82 0.864 0.000 1.8665e-04 0.99981000
708838908 Existing Customer 49 F 3 Unknown Single $40K - $60K Blue 42 4 3 4 5129.0 1654 3475.0 0.618 3192 61 0.848 0.322 5.8851e-04 0.99941000
778720533 Attrited Customer 53 F 4 Graduate Married Less than $40K Blue 37 3 2 3 1722.0 0 1722.0 0.863 2141 35 0.346 0.000 9.9504e-01 0.00495524
793015083 Existing Customer 46 F 4 Graduate Married Unknown Blue 40 5 3 4 2586.0 1270 1316.0 0.675 4481 77 0.925 0.491 5.4115e-04 0.99946000
821336133 Existing Customer 50 F 2 High School Single Less than $40K Blue 46 5 3 2 8708.0 996 7712.0 0.527 3927 60 0.935 0.114 1.7486e-04 0.99983000
713905608 Existing Customer 56 F 3 Unknown Single Less than $40K Blue 50 5 2 2 8869.0 0 8869.0 0.721 3270 63 0.800 0.000 1.2982e-04 0.99987000
779164608 Existing Customer 45 F 3 Graduate Married Less than $40K Blue 34 6 2 3 2641.0 1336 1305.0 1.019 4224 77 0.791 0.506 1.9864e-04 0.99980000
714835833 Existing Customer 43 M 4 High School Divorced $80K - $120K Blue 36 3 3 2 34516.0 1048 33468.0 0.864 4192 73 0.738 0.030 1.8339e-04 0.99982000
823863033 Existing Customer 52 M 2 Unknown Married $80K - $120K Silver 48 6 6 1 34516.0 1473 33043.0 0.642 4254 73 0.587 0.043 8.5047e-05 0.99991000
713321508 Existing Customer 47 F 3 Unknown Single Less than $40K Blue 36 3 1 4 1965.0 1175 790.0 0.657 4579 87 0.740 0.598 1.8025e-04 0.99982000
708992733 Existing Customer 50 F 0 High School Married Less than $40K Blue 36 4 3 2 1513.0 0 1513.0 0.854 4759 98 0.719 0.000 1.5005e-04 0.99985000
709488108 Attrited Customer 42 M 4 College Single $40K - $60K Blue 36 5 2 3 10543.0 0 10543.0 0.509 1841 39 0.500 0.000 9.9490e-01 0.00510000
716094333 Existing Customer 49 M 1 Graduate Single $80K - $120K Blue 42 6 2 1 17764.0 1459 16305.0 0.964 2750 57 0.900 0.082 6.4428e-05 0.99994000
778567983 Existing Customer 50 F 2 Graduate Single $40K - $60K Blue 43 4 1 3 1438.3 0 1438.3 1.196 4512 77 0.833 0.000 9.2637e-05 0.99991000
712178883 Existing Customer 49 F 2 College Single $40K - $60K Blue 36 3 2 1 6371.0 1946 4425.0 0.582 3592 79 0.756 0.305 6.6734e-05 0.99993000
717490008 Existing Customer 43 M 4 Graduate Divorced $80K - $120K Blue 36 5 1 1 19188.0 1622 17566.0 0.750 4282 52 0.926 0.085 3.4833e-05 0.99997000
718282983 Existing Customer 60 M 0 College Unknown Less than $40K Blue 47 6 3 3 3076.0 2257 819.0 0.795 4522 75 0.471 0.734 2.5239e-04 0.99975000
747208083 Existing Customer 49 M 4 Graduate Single $40K - $60K Blue 42 3 3 2 2822.0 1501 1321.0 1.043 4344 68 1.194 0.532 1.8864e-04 0.99981000
820276908 Attrited Customer 42 F 4 College Married $40K - $60K Blue 37 3 3 1 4139.0 0 4139.0 0.547 2232 41 0.464 0.000 9.9104e-01 0.00896000
719960133 Existing Customer 42 M 3 College Single $80K - $120K Silver 26 3 2 2 34516.0 904 33612.0 0.726 3910 68 0.659 0.026 1.0375e-04 0.99990000
711062958 Existing Customer 43 M 3 Graduate Single $120K + Blue 23 5 2 2 4121.0 2084 2037.0 0.807 3462 49 1.042 0.506 1.1811e-04 0.99988000
714917583 Existing Customer 42 F 2 Doctorate Unknown Less than $40K Silver 36 6 1 2 10074.0 1079 8995.0 0.813 3338 65 0.711 0.107 7.2016e-05 0.99993000
767256933 Existing Customer 43 M 5 Uneducated Married $60K - $80K Blue 36 6 2 4 2621.0 598 2023.0 0.967 4852 85 0.771 0.228 3.4664e-04 0.99965000
712568358 Existing Customer 47 M 1 High School Married $60K - $80K Blue 29 3 2 2 3394.0 0 3394.0 0.454 3115 69 0.816 0.000 1.0386e-04 0.99990000
789182358 Existing Customer 56 M 1 Uneducated Single $80K - $120K Blue 45 3 1 2 17628.0 1414 16214.0 0.603 3991 76 0.617 0.080 5.3155e-05 0.99995000
716989683 Existing Customer 56 M 2 Doctorate Single $80K - $120K Blue 48 4 3 3 4480.0 2465 2015.0 0.772 3331 74 0.682 0.550 4.3772e-04 0.99956000
827968383 Existing Customer 43 F 3 High School Unknown Less than $40K Blue 39 5 3 2 3370.0 2284 1086.0 0.673 4084 70 0.628 0.678 1.8145e-04 0.99982000
819647358 Attrited Customer 38 M 2 Unknown Single $60K - $80K Blue 33 2 3 2 12871.0 0 12871.0 0.598 2413 53 0.606 0.000 9.9497e-01 0.00503000
788966958 Existing Customer 47 F 1 Graduate Married Unknown Blue 34 3 2 2 3112.0 2023 1089.0 0.757 4613 86 0.593 0.650 1.0684e-04 0.99989000
789502308 Attrited Customer 57 F 3 Unknown Single Less than $40K Blue 49 1 3 5 1551.0 790 761.0 0.811 2379 46 0.769 0.509 9.9902e-01 0.00098036
756458508 Existing Customer 44 M 3 Graduate Single $60K - $80K Blue 37 5 2 3 1682.0 930 752.0 0.903 3309 67 1.030 0.553 1.9864e-04 0.99980000
714643983 Existing Customer 42 F 1 High School Married Less than $40K Blue 36 5 3 3 2758.0 2017 741.0 0.883 4119 73 1.028 0.731 2.7604e-04 0.99972000
711606558 Existing Customer 49 F 1 High School Married Less than $40K Blue 39 5 2 2 1909.0 866 1043.0 0.880 4697 83 0.844 0.454 1.0386e-04 0.99990000
824155458 Existing Customer 48 M 2 High School Married $80K - $120K Blue 44 5 1 2 11332.0 1647 9685.0 0.542 4674 72 0.714 0.145 5.3542e-05 0.99995000
710445183 Existing Customer 44 M 5 Doctorate Single $120K + Blue 31 5 1 2 7567.0 2496 5071.0 0.709 4076 60 0.579 0.330 8.2285e-05 0.99992000
802834158 Attrited Customer 42 M 4 Unknown Married $60K - $80K Blue 36 3 2 2 6743.0 1737 5006.0 0.598 1934 30 0.579 0.258 9.9244e-01 0.00756000
712038258 Attrited Customer 48 M 4 Unknown Single $80K - $120K Blue 36 3 3 3 32838.0 1717 31121.0 0.995 2538 42 0.400 0.052 9.9714e-01 0.00285845
712864683 Attrited Customer 42 F 3 Doctorate Single Less than $40K Blue 30 2 3 3 1438.3 0 1438.3 0.373 1693 37 0.423 0.000 9.9780e-01 0.00219584
813971283 Existing Customer 43 M 4 Unknown Married $80K - $120K Blue 38 5 1 2 2510.0 1508 1002.0 0.728 3623 63 0.853 0.601 6.3492e-05 0.99994000
764211033 Existing Customer 50 F 3 Uneducated Unknown Less than $40K Blue 43 6 2 1 3199.0 2517 682.0 0.699 4483 87 0.776 0.787 7.3235e-05 0.99993000
721424583 Existing Customer 35 F 1 High School Married Less than $40K Blue 26 4 2 3 1918.0 900 1018.0 0.873 4237 76 0.900 0.469 1.7468e-04 0.99983000
713886333 Attrited Customer 47 M 2 High School Married $60K - $80K Blue 39 2 3 1 18660.0 728 17932.0 0.403 1682 43 0.303 0.039 9.9061e-01 0.00939000
711741708 Attrited Customer 41 M 3 Post-Graduate Unknown $80K - $120K Blue 33 3 2 3 7591.0 0 7591.0 0.648 2302 42 0.500 0.000 9.9574e-01 0.00425916
794217108 Existing Customer 43 M 2 College Single $120K + Blue 37 6 3 1 14315.0 1348 12967.0 0.681 3694 67 0.718 0.094 1.0546e-04 0.99989000
715339758 Existing Customer 64 F 1 High School Divorced Unknown Blue 36 3 3 1 18038.0 1184 16854.0 0.827 4168 64 0.600 0.066 9.8983e-05 0.99990000
709610283 Existing Customer 42 F 4 Graduate Single Less than $40K Blue 34 3 2 3 1853.0 0 1853.0 0.846 4544 72 0.565 0.000 2.0077e-04 0.99980000
714575208 Existing Customer 49 M 5 Doctorate Single $40K - $60K Blue 43 3 1 1 4951.0 2002 2949.0 0.684 4192 62 0.550 0.404 4.9622e-05 0.99995000
716758908 Existing Customer 46 M 3 Uneducated Single $120K + Blue 27 4 2 3 34516.0 2213 32303.0 0.584 4492 71 0.821 0.064 2.0424e-04 0.99980000
778915233 Attrited Customer 51 F 0 Graduate Married Less than $40K Blue 32 4 2 3 1757.0 331 1426.0 0.879 2377 47 0.516 0.188 9.9395e-01 0.00605000
789466008 Existing Customer 47 M 5 Graduate Married $60K - $80K Blue 38 5 3 4 24033.0 612 23421.0 0.635 3578 75 0.531 0.025 5.3272e-04 0.99947000
716635758 Existing Customer 38 F 2 Unknown Single $40K - $60K Blue 29 5 3 2 3276.0 2331 945.0 0.567 4345 68 0.511 0.712 1.9771e-04 0.99980000
771819258 Existing Customer 52 M 1 Unknown Married $120K + Blue 40 4 1 2 3614.0 0 3614.0 0.671 4561 82 0.907 0.000 5.6825e-05 0.99994000
713451408 Existing Customer 47 M 4 High School Divorced $60K - $80K Blue 36 6 1 3 1943.0 1654 289.0 0.648 3392 70 0.591 0.851 9.4447e-05 0.99991000
780146658 Attrited Customer 40 F 2 Post-Graduate Married $40K - $60K Blue 25 2 2 4 3795.0 2517 1278.0 0.563 1633 32 0.778 0.663 9.9741e-01 0.00259482
711675108 Existing Customer 43 F 3 Graduate Single Less than $40K Blue 30 3 3 1 4075.0 2189 1886.0 0.695 3956 71 0.732 0.537 1.1256e-04 0.99989000
755467683 Attrited Customer 48 F 1 Graduate Single Less than $40K Blue 41 6 2 4 3001.0 482 2519.0 0.814 2403 42 0.615 0.161 9.9675e-01 0.00325077
792864858 Existing Customer 47 M 4 Unknown Unknown Less than $40K Blue 37 6 3 3 5726.0 834 4892.0 0.569 2311 58 0.487 0.146 3.4872e-04 0.99965000
713009208 Existing Customer 54 F 3 Graduate Single Less than $40K Blue 44 3 2 3 2077.0 1634 443.0 0.771 4292 66 0.833 0.787 1.9864e-04 0.99980000
772231233 Existing Customer 41 F 2 Graduate Married Less than $40K Blue 30 6 2 4 2157.0 721 1436.0 0.769 4250 85 0.889 0.334 3.2656e-04 0.99967000
720510333 Existing Customer 40 F 3 College Unknown $40K - $60K Blue 20 6 2 2 2037.0 1349 688.0 0.743 4574 84 0.714 0.662 1.1483e-04 0.99989000
780199233 Existing Customer 33 M 2 Doctorate Single $120K + Blue 23 5 1 1 14914.0 1102 13812.0 0.823 4478 87 0.673 0.074 4.8064e-05 0.99995000
711700158 Existing Customer 47 F 2 High School Single Less than $40K Blue 39 5 3 2 1580.0 620 960.0 0.746 4384 70 0.522 0.392 1.7486e-04 0.99983000
788275083 Existing Customer 46 M 3 College Married $60K - $80K Blue 38 5 3 4 15483.0 1719 13764.0 0.686 4678 80 0.509 0.111 5.2057e-04 0.99948000
708804633 Attrited Customer 44 F 2 Doctorate Divorced Less than $40K Blue 36 1 2 2 1916.0 0 1916.0 1.041 2888 39 0.444 0.000 9.9397e-01 0.00603000
714479358 Attrited Customer 51 M 3 Graduate Single $80K - $120K Blue 36 6 3 3 3610.0 1554 2056.0 0.501 2216 34 0.308 0.430 9.9683e-01 0.00317458
711406758 Existing Customer 48 F 3 Graduate Married Less than $40K Blue 36 3 2 2 1667.0 0 1667.0 0.686 4385 80 0.951 0.000 1.1811e-04 0.99988000
821424483 Existing Customer 51 F 1 High School Single Less than $40K Blue 47 4 3 1 1438.3 0 1438.3 0.826 4242 70 0.458 0.000 9.8983e-05 0.99990000
769438608 Attrited Customer 48 F 1 Graduate Married Less than $40K Blue 42 3 3 2 1942.0 860 1082.0 0.708 2522 42 0.312 0.443 9.9411e-01 0.00589000
822068583 Existing Customer 48 F 4 Uneducated Single Unknown Blue 44 4 3 0 2231.0 0 2231.0 0.712 3946 48 1.286 0.000 7.1552e-05 0.99993000
711371208 Existing Customer 50 F 4 College Married Unknown Blue 36 4 2 2 6465.0 1863 4602.0 0.399 4490 68 0.789 0.288 1.1605e-04 0.99988000
788832033 Existing Customer 35 M 2 High School Unknown $40K - $60K Blue 19 4 3 3 8599.0 938 7661.0 0.537 3015 64 0.730 0.109 2.9408e-04 0.99971000
713452533 Existing Customer 35 F 4 Graduate Single Less than $40K Blue 22 6 3 3 1438.3 0 1438.3 0.512 3427 64 0.829 0.000 3.1726e-04 0.99968000
720212508 Existing Customer 51 F 1 Graduate Single Less than $40K Blue 37 4 3 4 4402.0 697 3705.0 0.700 3325 76 0.652 0.158 4.8435e-04 0.99952000
717825033 Existing Customer 50 M 0 Unknown Divorced $60K - $80K Blue 36 3 3 2 5444.0 2499 2945.0 0.468 4509 80 0.667 0.459 1.6966e-04 0.99983000
779926608 Existing Customer 50 F 2 High School Married Less than $40K Blue 36 6 2 1 1438.3 0 1438.3 0.909 4697 82 0.907 0.000 6.6728e-05 0.99993000
713608383 Attrited Customer 54 F 1 Unknown Married Less than $40K Blue 40 1 1 4 1438.3 0 1438.3 0.430 1632 36 0.440 0.000 9.9391e-01 0.00609000
710125608 Existing Customer 45 F 5 Unknown Single Less than $40K Blue 36 4 2 0 2679.0 1558 1121.0 0.997 4756 73 0.553 0.582 4.7646e-05 0.99995000
712724733 Existing Customer 31 F 0 Post-Graduate Single Less than $40K Blue 19 6 3 1 2766.0 1731 1035.0 0.569 3959 71 0.732 0.626 1.0953e-04 0.99989000
718286658 Existing Customer 42 M 3 Graduate Single $60K - $80K Silver 22 5 3 1 25293.0 1140 24153.0 1.010 4059 80 0.860 0.045 1.0171e-04 0.99990000
714195108 Existing Customer 45 F 2 Post-Graduate Single Unknown Blue 37 3 3 4 2707.0 1796 911.0 0.597 4077 70 1.059 0.663 6.0712e-04 0.99939000
720867708 Attrited Customer 45 F 4 Graduate Unknown Less than $40K Blue 33 1 3 2 1748.0 1103 645.0 0.739 2335 41 0.708 0.631 9.9473e-01 0.00527000
752573508 Existing Customer 45 F 3 High School Single $40K - $60K Blue 26 3 2 4 4034.0 1867 2167.0 0.656 3718 72 0.756 0.463 3.2942e-04 0.99967000
768661758 Existing Customer 53 M 0 Uneducated Divorced $120K + Blue 47 5 2 1 26129.0 1752 24377.0 0.742 4919 75 0.744 0.067 6.0563e-05 0.99994000
721126833 Attrited Customer 51 M 2 High School Married $80K - $120K Blue 41 5 2 3 14902.0 0 14902.0 0.312 2038 39 0.625 0.000 9.9466e-01 0.00534000
716093133 Existing Customer 38 F 2 Uneducated Single $40K - $60K Blue 31 5 2 2 12228.0 2137 10091.0 0.553 3831 68 0.511 0.175 1.1703e-04 0.99988000
771092433 Existing Customer 55 F 2 Graduate Single Less than $40K Blue 42 4 3 3 1724.0 0 1724.0 0.936 4434 67 0.811 0.000 3.0251e-04 0.99970000
712807758 Attrited Customer 47 F 3 Graduate Single Less than $40K Blue 39 3 3 3 1438.3 0 1438.3 0.502 2476 32 0.778 0.000 9.9683e-01 0.00317458
721514883 Existing Customer 38 M 1 Graduate Single $80K - $120K Blue 25 5 0 1 16665.0 1147 15518.0 0.799 4657 78 0.696 0.069 1.1536e-05 0.99999000
824140908 Attrited Customer 52 M 3 Uneducated Single $120K + Blue 48 5 3 4 20974.0 0 20974.0 0.000 1246 27 0.000 0.000 9.9819e-01 0.00181217
712971708 Existing Customer 43 F 5 Unknown Single Less than $40K Blue 26 6 0 3 3139.0 1089 2050.0 1.034 4648 80 0.778 0.347 3.8900e-05 0.99996000
716471508 Existing Customer 54 M 2 Unknown Single $120K + Blue 36 5 1 2 19865.0 0 19865.0 0.590 4350 83 0.766 0.000 6.0540e-05 0.99994000
782548758 Existing Customer 42 F 5 High School Divorced Less than $40K Blue 36 5 2 3 2069.0 1288 781.0 0.810 5668 82 0.640 0.623 1.9213e-04 0.99981000
720444408 Attrited Customer 35 F 1 College Single Less than $40K Blue 25 2 2 4 2231.0 1791 440.0 0.820 2576 42 0.750 0.803 9.9666e-01 0.00334333
717389433 Existing Customer 62 F 0 High School Single Unknown Silver 51 3 1 4 33371.0 0 33371.0 0.649 3638 67 0.634 0.000 1.1913e-04 0.99988000
714292533 Existing Customer 48 F 3 College Married Less than $40K Blue 36 4 1 2 2544.0 0 2544.0 0.759 3593 64 1.000 0.000 5.5564e-05 0.99994000
709585758 Existing Customer 41 M 4 High School Single $120K + Blue 28 5 1 4 34516.0 0 34516.0 0.791 4004 86 0.755 0.000 1.6112e-04 0.99984000
712096758 Existing Customer 49 F 2 Graduate Unknown $40K - $60K Blue 36 6 3 1 5370.0 653 4717.0 0.782 4504 81 0.929 0.122 1.0848e-04 0.99989000
811463283 Existing Customer 54 M 0 Graduate Single $80K - $120K Blue 42 3 1 1 22437.0 1389 21048.0 0.917 3283 50 1.273 0.062 2.8501e-05 0.99997000
789358908 Attrited Customer 53 F 3 College Married Less than $40K Blue 43 3 2 2 3573.0 0 3573.0 0.842 2562 36 0.440 0.000 9.9137e-01 0.00863000
718146258 Existing Customer 51 M 2 Graduate Divorced $60K - $80K Blue 41 4 3 1 1959.0 0 1959.0 0.454 3737 71 0.614 0.000 1.0848e-04 0.99989000
710779083 Existing Customer 59 F 0 Graduate Married Less than $40K Blue 48 3 3 4 1661.0 0 1661.0 0.672 4338 77 0.925 0.000 4.4282e-04 0.99956000
709166883 Existing Customer 39 F 3 Uneducated Single Unknown Blue 27 6 2 1 5363.0 0 5363.0 0.670 4121 78 0.625 0.000 7.3235e-05 0.99993000
712554183 Existing Customer 65 F 2 College Single $40K - $60K Blue 54 4 3 2 3009.0 721 2288.0 0.680 4070 71 0.614 0.240 1.7488e-04 0.99983000
721315233 Existing Customer 47 M 4 High School Single $40K - $60K Silver 32 3 3 4 18535.0 1192 17343.0 0.646 3780 70 0.667 0.064 4.7537e-04 0.99952000
714766383 Existing Customer 42 M 3 High School Single Less than $40K Blue 24 4 3 2 2171.0 1415 756.0 0.773 4992 77 0.833 0.652 1.8145e-04 0.99982000
797491683 Attrited Customer 45 M 5 Unknown Married $80K - $120K Silver 39 2 2 3 34516.0 1964 32552.0 0.624 2234 49 0.361 0.057 9.9493e-01 0.00507000
714157908 Existing Customer 57 F 0 Unknown Married Less than $40K Blue 42 5 1 4 2376.0 1515 861.0 0.720 3795 71 0.614 0.638 1.4907e-04 0.99985000
714588408 Existing Customer 51 F 3 Uneducated Married Less than $40K Blue 43 4 3 2 2882.0 0 2882.0 0.722 4446 68 0.744 0.000 1.9191e-04 0.99981000
719627133 Existing Customer 50 F 1 Graduate Single Less than $40K Blue 37 4 3 4 3277.0 2481 796.0 0.606 3965 59 0.844 0.757 4.8435e-04 0.99952000
714125883 Existing Customer 47 M 2 Unknown Married $80K - $120K Blue 36 6 2 1 2514.0 1845 669.0 0.683 3696 71 0.614 0.734 7.5449e-05 0.99992000
712865583 Existing Customer 57 F 5 Graduate Married $40K - $60K Blue 49 4 2 2 3301.0 2517 784.0 0.842 3939 69 1.226 0.762 1.1751e-04 0.99988000
779363283 Existing Customer 48 M 3 Post-Graduate Single $60K - $80K Blue 34 4 3 2 12391.0 784 11607.0 0.875 4376 86 0.720 0.063 2.1962e-04 0.99978000
779224758 Existing Customer 47 F 2 Doctorate Single Less than $40K Blue 37 4 3 2 2168.0 1485 683.0 0.546 3828 86 0.720 0.685 2.6028e-04 0.99974000
718775808 Existing Customer 42 F 3 Unknown Married Unknown Blue 31 3 1 4 7762.0 1319 6443.0 0.793 5153 77 0.750 0.170 1.8025e-04 0.99982000
710267583 Existing Customer 45 F 3 Doctorate Divorced Unknown Blue 33 6 3 2 12587.0 815 11772.0 0.576 3914 83 0.766 0.065 2.7008e-04 0.99973000
711305208 Existing Customer 52 M 2 Unknown Married $60K - $80K Blue 36 6 3 4 14785.0 1088 13697.0 0.961 4354 70 0.489 0.074 5.6716e-04 0.99943000
717531483 Existing Customer 37 M 2 High School Single $60K - $80K Blue 21 5 2 2 3433.0 964 2469.0 0.526 4444 87 0.642 0.281 1.1065e-04 0.99989000
709170108 Attrited Customer 60 F 1 Unknown Single $40K - $60K Blue 41 3 2 4 2425.0 0 2425.0 0.187 1522 36 0.200 0.000 9.9704e-01 0.00295827
716056158 Attrited Customer 63 M 0 Graduate Single $60K - $80K Blue 51 3 3 3 11619.0 0 11619.0 0.631 2395 49 0.361 0.000 9.9616e-01 0.00383630
711326583 Existing Customer 62 F 0 High School Single Less than $40K Blue 50 3 3 3 3989.0 0 3989.0 0.997 4274 68 0.545 0.000 2.5237e-04 0.99975000
715406658 Attrited Customer 47 F 1 Unknown Single Less than $40K Blue 37 4 2 1 2173.0 596 1577.0 0.810 2738 45 0.406 0.274 9.8608e-01 0.01392000
712814658 Existing Customer 50 F 0 Graduate Married Less than $40K Blue 43 4 1 2 2393.0 1499 894.0 0.784 4755 82 0.745 0.626 4.7263e-05 0.99995000
773228133 Attrited Customer 39 F 2 Graduate Married Less than $40K Blue 29 3 2 2 1677.0 0 1677.0 0.869 2437 41 0.708 0.000 9.9129e-01 0.00871000
710453283 Existing Customer 40 F 3 Uneducated Single Less than $40K Blue 27 5 4 2 2035.0 0 2035.0 0.779 4107 82 0.783 0.000 2.3192e-04 0.99977000
795266208 Existing Customer 39 M 3 College Single $120K + Blue 30 4 2 1 8842.0 0 8842.0 0.624 4493 79 0.756 0.000 6.9248e-05 0.99993000
779090883 Existing Customer 42 F 2 Unknown Unknown Less than $40K Blue 23 6 3 1 2483.0 1297 1186.0 0.744 3478 64 0.939 0.522 1.1924e-04 0.99988000
712309758 Existing Customer 65 M 0 Graduate Single $40K - $60K Blue 49 3 2 3 13921.0 1201 12720.0 0.556 4351 75 0.923 0.086 1.6428e-04 0.99984000
716625033 Attrited Customer 32 F 1 Graduate Single Less than $40K Blue 36 3 3 6 2761.0 0 2761.0 1.047 2753 43 0.654 0.000 9.9932e-01 0.00067890
790112133 Existing Customer 47 F 2 Post-Graduate Single $40K - $60K Blue 40 5 3 2 2623.0 1647 976.0 0.735 4388 83 0.804 0.628 2.1165e-04 0.99979000
797238108 Existing Customer 49 F 4 Unknown Divorced Less than $40K Blue 43 5 1 2 3232.0 824 2408.0 0.796 3915 74 0.644 0.255 6.3492e-05 0.99994000
716782758 Attrited Customer 48 M 3 Graduate Single $60K - $80K Blue 42 3 2 4 19075.0 0 19075.0 0.807 2013 32 0.455 0.000 9.9706e-01 0.00294141
715588008 Existing Customer 45 M 4 College Married $80K - $120K Blue 31 4 3 3 31978.0 1659 30319.0 0.556 2333 51 1.217 0.052 3.0845e-04 0.99969000
713977308 Existing Customer 62 M 1 Graduate Single $120K + Blue 53 4 3 4 34516.0 2061 32455.0 0.564 3820 76 0.767 0.060 4.8435e-04 0.99952000
719059083 Existing Customer 45 F 3 High School Unknown Less than $40K Blue 33 5 1 1 6225.0 1596 4629.0 0.826 4129 71 0.651 0.256 3.3505e-05 0.99997000
708797583 Attrited Customer 49 F 4 Unknown Single Unknown Blue 31 6 3 3 2672.0 0 2672.0 1.038 2576 39 0.500 0.000 9.9714e-01 0.00285845
708809283 Attrited Customer 41 F 4 Graduate Divorced $40K - $60K Blue 33 1 3 1 10360.0 2517 7843.0 0.632 2414 28 0.273 0.243 9.9129e-01 0.00871000
771529608 Existing Customer 50 M 2 High School Married $120K + Blue 38 5 6 0 10747.0 1027 9720.0 0.925 4538 63 0.658 0.096 5.0920e-05 0.99995000
715776033 Existing Customer 46 M 5 Uneducated Single $60K - $80K Blue 33 4 1 3 3135.0 0 3135.0 0.572 4116 68 0.700 0.000 9.8335e-05 0.99990000
778619358 Existing Customer 42 F 3 Uneducated Single Less than $40K Blue 22 4 1 4 1438.3 860 578.3 0.761 4754 79 0.837 0.598 1.6861e-04 0.99983000
715717608 Existing Customer 41 F 4 Uneducated Unknown Less than $40K Blue 32 4 3 1 3189.0 0 3189.0 0.910 4813 86 0.755 0.000 1.1697e-04 0.99988000
789204933 Existing Customer 65 M 1 Uneducated Single Less than $40K Blue 55 3 2 4 8963.0 0 8963.0 0.744 4511 76 0.689 0.000 3.1517e-04 0.99968000
711100608 Attrited Customer 55 M 1 Uneducated Single $60K - $80K Blue 48 5 2 2 1723.0 0 1723.0 1.038 2574 43 0.720 0.000 9.9098e-01 0.00902000
713591283 Existing Customer 36 F 3 Uneducated Married Unknown Blue 23 6 6 1 2161.0 1404 757.0 0.680 4389 77 0.878 0.650 9.1362e-05 0.99991000
719344608 Existing Customer 46 F 3 Graduate Single Less than $40K Blue 27 6 3 3 3901.0 1001 2900.0 0.822 4313 72 1.323 0.257 3.1390e-04 0.99969000
787659483 Existing Customer 58 F 1 Doctorate Married Less than $40K Blue 48 4 2 2 1438.3 801 637.3 0.595 4223 60 0.579 0.557 1.5460e-04 0.99985000
822948708 Existing Customer 42 F 3 Uneducated Divorced Less than $40K Blue 38 5 2 2 3131.0 849 2282.0 0.992 3108 62 0.590 0.271 1.2144e-04 0.99988000
710080383 Existing Customer 38 F 2 Graduate Single $40K - $60K Blue 36 6 2 3 2331.0 1709 622.0 0.851 4417 69 0.816 0.733 1.9143e-04 0.99981000
715596783 Existing Customer 29 F 1 Uneducated Married Less than $40K Blue 18 3 3 3 1895.0 1146 749.0 0.685 4333 72 0.714 0.605 2.9196e-04 0.99971000
798773208 Existing Customer 46 F 4 Unknown Divorced Unknown Blue 40 5 2 3 26496.0 1406 25090.0 0.960 3691 75 0.705 0.053 2.2068e-04 0.99978000
768624258 Attrited Customer 55 F 2 Graduate Single Less than $40K Blue 49 2 1 2 1583.0 234 1349.0 0.639 2541 36 0.385 0.148 9.8217e-01 0.01783000
721412208 Existing Customer 57 F 2 High School Married Less than $40K Blue 36 4 2 2 1438.3 904 534.3 0.761 3887 79 0.837 0.629 1.1065e-04 0.99989000
708129933 Existing Customer 45 F 4 Graduate Single Less than $40K Blue 36 5 3 2 2072.0 1544 528.0 0.903 4210 64 0.939 0.745 1.8864e-04 0.99981000
719703483 Existing Customer 47 F 1 Doctorate Divorced Less than $40K Blue 37 6 3 3 2707.0 1367 1340.0 0.794 4646 73 0.780 0.505 4.1087e-04 0.99959000
708290208 Existing Customer 43 F 3 High School Married Less than $40K Silver 31 3 3 4 13608.0 1190 12418.0 0.553 3118 76 0.767 0.087 4.7034e-04 0.99953000
710431158 Existing Customer 52 F 3 Unknown Single Unknown Blue 36 3 1 2 10273.0 1657 8616.0 0.710 3778 70 0.591 0.161 6.2820e-05 0.99994000
816528333 Existing Customer 64 F 0 High School Single Less than $40K Blue 56 6 6 1 2609.0 1115 1494.0 0.753 4546 59 0.903 0.427 7.1435e-05 0.99993000
778760808 Existing Customer 52 F 2 Graduate Married Less than $40K Blue 39 4 1 3 8431.0 1862 6569.0 0.590 2008 37 0.682 0.221 9.2637e-05 0.99991000
718025808 Existing Customer 61 M 0 High School Divorced $60K - $80K Blue 51 6 3 4 5852.0 1935 3917.0 0.829 3689 55 0.618 0.331 4.3049e-04 0.99957000
815860008 Existing Customer 40 F 3 Uneducated Married Less than $40K Blue 35 5 2 4 3140.0 2183 957.0 0.580 5109 78 0.733 0.695 3.4841e-04 0.99965000
780126033 Attrited Customer 50 M 4 Unknown Married $40K - $60K Blue 35 6 1 5 12914.0 1227 11687.0 0.392 2082 54 0.459 0.095 9.9684e-01 0.00316131
720135333 Existing Customer 45 F 5 Graduate Single Less than $40K Blue 34 5 1 0 8694.0 961 7733.0 0.551 1753 49 0.441 0.111 2.0974e-05 0.99998000
719174433 Attrited Customer 36 F 1 Unknown Single Less than $40K Blue 24 2 1 2 1735.0 0 1735.0 0.740 2467 35 0.346 0.000 9.8271e-01 0.01729000
821521983 Existing Customer 51 F 3 High School Single Unknown Blue 46 4 1 4 2286.0 1641 645.0 0.947 4321 89 0.712 0.718 1.5942e-04 0.99984000
716961933 Existing Customer 43 F 2 Graduate Married Less than $40K Blue 36 5 2 4 3589.0 1808 1781.0 0.750 4262 70 0.667 0.504 3.2656e-04 0.99967000
712834533 Existing Customer 51 F 2 Unknown Single Less than $40K Blue 39 5 2 4 2673.0 1275 1398.0 0.691 4119 75 1.027 0.477 3.5894e-04 0.99964000
710544033 Existing Customer 47 M 2 Unknown Married $80K - $120K Blue 36 3 1 3 9437.0 2024 7413.0 0.664 4715 78 0.696 0.214 1.0183e-04 0.99990000
710622333 Existing Customer 39 F 2 High School Single $40K - $60K Blue 28 3 2 2 2751.0 2258 493.0 0.634 4386 67 0.675 0.821 1.1065e-04 0.99989000
714277758 Existing Customer 40 M 1 High School Single $40K - $60K Blue 28 6 2 1 11557.0 1050 10507.0 0.754 4064 75 0.786 0.091 6.2633e-05 0.99994000
713166333 Existing Customer 38 F 2 High School Married Unknown Blue 27 5 2 1 14831.0 1302 13529.0 0.916 4467 73 0.698 0.088 6.6728e-05 0.99993000
714346608 Attrited Customer 51 F 2 Graduate Single $40K - $60K Blue 36 3 1 4 1495.0 0 1495.0 0.528 2220 50 0.562 0.000 9.9371e-01 0.00629000
778284783 Existing Customer 44 M 5 Unknown Married $60K - $80K Blue 34 5 3 2 2791.0 1979 812.0 0.807 4617 70 0.628 0.709 2.0412e-04 0.99980000
714721608 Existing Customer 38 M 3 Graduate Single $120K + Blue 29 4 3 0 9703.0 941 8762.0 0.721 4190 81 1.025 0.097 6.8853e-05 0.99993000
716453883 Existing Customer 47 M 5 Unknown Single $120K + Blue 39 6 3 1 3889.0 1839 2050.0 0.911 4423 63 0.703 0.473 1.2310e-04 0.99988000
713876958 Existing Customer 32 F 0 Unknown Single Unknown Blue 26 6 2 4 14140.0 845 13295.0 0.715 5036 76 0.689 0.060 3.0803e-04 0.99969000
794967408 Existing Customer 53 M 3 Post-Graduate Married $80K - $120K Blue 47 5 2 1 9106.0 975 8131.0 0.588 3863 74 0.644 0.107 8.3810e-05 0.99992000
798481383 Attrited Customer 40 F 3 Uneducated Married Less than $40K Blue 34 5 1 2 2694.0 0 2694.0 0.872 2684 38 0.310 0.000 9.8327e-01 0.01673000
718697583 Existing Customer 45 M 3 Graduate Divorced $60K - $80K Blue 36 6 3 2 19629.0 0 19629.0 0.766 4073 79 0.881 0.000 1.8665e-04 0.99981000
711799458 Existing Customer 41 M 4 Graduate Single $40K - $60K Blue 36 3 1 1 6507.0 1452 5055.0 0.802 4544 89 0.854 0.223 3.4833e-05 0.99997000
823904133 Attrited Customer 53 F 2 College Single Unknown Blue 49 2 2 4 10195.0 0 10195.0 0.629 2489 54 0.385 0.000 9.9686e-01 0.00313880
718005108 Existing Customer 44 F 5 College Married Less than $40K Blue 34 4 1 2 2096.0 1711 385.0 0.746 3692 68 0.744 0.816 5.5282e-05 0.99994000
717877533 Existing Customer 39 F 2 Graduate Single $40K - $60K Blue 36 5 1 1 11314.0 0 11314.0 0.674 3761 70 0.628 0.000 3.3214e-05 0.99997000
711883833 Existing Customer 50 F 1 Uneducated Single Less than $40K Blue 37 6 1 1 1837.0 665 1172.0 0.844 4752 88 0.660 0.362 3.2055e-05 0.99997000
711646908 Attrited Customer 39 M 3 Unknown Single $60K - $80K Blue 23 1 2 3 7821.0 2517 5304.0 0.408 2010 43 0.344 0.322 9.9544e-01 0.00455805
718171308 Attrited Customer 44 F 3 Graduate Married Less than $40K Blue 36 6 3 4 1984.0 0 1984.0 0.890 2506 46 0.643 0.000 9.9814e-01 0.00186317
709627983 Existing Customer 56 F 3 Post-Graduate Single Less than $40K Blue 36 4 3 0 2535.0 1699 836.0 0.720 4497 68 0.789 0.670 8.1018e-05 0.99992000
716580933 Existing Customer 63 M 0 Uneducated Single $40K - $60K Blue 36 3 3 3 1970.0 1224 746.0 0.540 4533 65 0.625 0.621 2.6692e-04 0.99973000
713600958 Existing Customer 50 M 1 Unknown Married $120K + Blue 38 4 5 3 34516.0 2076 32440.0 0.812 3647 65 0.667 0.060 3.4859e-04 0.99965000
772248408 Existing Customer 40 F 3 Graduate Single Less than $40K Blue 29 5 1 4 2694.0 1833 861.0 1.044 3366 56 1.074 0.680 1.6399e-04 0.99984000
720196158 Existing Customer 48 M 3 Unknown Single $60K - $80K Blue 40 6 3 3 4476.0 0 4476.0 0.683 3350 67 0.634 0.000 3.4503e-04 0.99965000
770024733 Attrited Customer 53 F 2 Uneducated Single $40K - $60K Blue 47 1 2 3 1699.0 0 1699.0 0.602 2520 49 0.531 0.000 9.9495e-01 0.00505000
710912733 Existing Customer 44 F 1 Uneducated Married Less than $40K Blue 36 3 2 4 1953.0 1762 191.0 0.743 4590 91 0.655 0.902 3.1517e-04 0.99968000
712860858 Existing Customer 56 F 2 Graduate Unknown Unknown Blue 45 5 1 3 5264.0 0 5264.0 0.852 4943 70 0.795 0.000 9.2637e-05 0.99991000
708702258 Attrited Customer 40 F 3 Uneducated Single Unknown Blue 36 3 2 2 3698.0 478 3220.0 0.611 2051 31 0.632 0.129 9.9183e-01 0.00817000
797169633 Existing Customer 41 M 4 Graduate Single $120K + Blue 35 5 3 3 34516.0 825 33691.0 0.982 3127 51 0.962 0.024 3.1726e-04 0.99968000
709922508 Existing Customer 40 F 4 Unknown Married Less than $40K Blue 28 4 1 1 2712.0 0 2712.0 0.835 5207 79 0.927 0.000 3.8289e-05 0.99996000
712802733 Existing Customer 45 F 4 High School Divorced Less than $40K Blue 36 3 1 4 5486.0 685 4801.0 0.879 2965 70 0.556 0.125 1.6112e-04 0.99984000
716981358 Existing Customer 40 F 2 Post-Graduate Married Less than $40K Blue 32 3 3 0 2107.0 941 1166.0 0.975 4858 73 0.738 0.447 7.8077e-05 0.99992000
758787333 Existing Customer 52 M 3 Uneducated Unknown $120K + Blue 45 4 1 2 18096.0 2404 15692.0 0.734 3880 68 0.478 0.133 5.8763e-05 0.99994000
720519333 Attrited Customer 59 F 2 Unknown Single Unknown Blue 45 1 3 3 2721.0 1885 836.0 0.853 2594 48 0.455 0.693 9.9700e-01 0.00299743
717387933 Existing Customer 49 F 2 High School Divorced Less than $40K Blue 36 6 3 3 2976.0 2257 719.0 0.750 3837 57 0.781 0.758 2.9408e-04 0.99971000
738195708 Existing Customer 47 M 2 Graduate Divorced $80K - $120K Blue 40 6 1 3 16741.0 1225 15516.0 0.641 3608 56 0.514 0.073 9.2637e-05 0.99991000
708560733 Existing Customer 42 F 3 Graduate Divorced Less than $40K Blue 36 5 2 3 3714.0 2517 1197.0 0.857 4715 85 0.848 0.678 1.9864e-04 0.99980000
717001908 Attrited Customer 41 F 5 Graduate Married Less than $40K Blue 28 6 2 2 6936.0 0 6936.0 0.883 2874 44 0.630 0.000 9.9156e-01 0.00844000
768972558 Existing Customer 43 M 5 High School Married $120K + Blue 37 4 3 4 11099.0 0 11099.0 0.890 3980 77 0.750 0.000 5.1788e-04 0.99948000
716899233 Existing Customer 40 F 4 Graduate Single Less than $40K Gold 20 6 4 3 15987.0 1965 14022.0 0.722 4542 70 0.591 0.123 4.4170e-04 0.99956000
715567608 Existing Customer 45 F 1 High School Unknown Less than $40K Blue 35 4 4 4 4406.0 1247 3159.0 1.037 3964 76 0.854 0.283 5.6901e-04 0.99943000
713264583 Existing Customer 43 M 2 High School Married $120K + Silver 23 3 3 2 34516.0 1153 33363.0 0.890 4486 71 0.690 0.033 1.5800e-04 0.99984000
716769783 Existing Customer 48 F 2 Graduate Married Unknown Blue 40 3 2 4 5104.0 736 4368.0 0.679 3943 78 0.696 0.144 3.2656e-04 0.99967000
719564208 Attrited Customer 46 F 1 Uneducated Single $40K - $60K Blue 30 3 2 1 7195.0 0 7195.0 1.035 2751 47 1.136 0.000 9.8513e-01 0.01487000
716680983 Existing Customer 41 F 3 Doctorate Married Less than $40K Blue 36 3 1 1 1956.0 1053 903.0 0.941 4924 70 0.795 0.538 4.9875e-05 0.99995000
715719033 Existing Customer 38 F 3 Post-Graduate Married Less than $40K Blue 32 4 3 2 3317.0 2517 800.0 0.862 3772 74 1.000 0.759 2.1962e-04 0.99978000
713229633 Attrited Customer 45 F 0 Unknown Married $40K - $60K Blue 30 3 2 4 2759.0 0 2759.0 0.535 2061 47 0.424 0.000 9.9677e-01 0.00323494
788246958 Existing Customer 44 F 2 Graduate Married Unknown Blue 36 3 1 2 6038.0 0 6038.0 0.666 4375 81 0.688 0.000 5.5077e-05 0.99994000
720419358 Existing Customer 35 F 2 Uneducated Single Less than $40K Blue 36 3 2 1 2942.0 2100 842.0 0.694 4548 71 0.821 0.714 7.0576e-05 0.99993000
772545858 Existing Customer 49 F 4 Graduate Married Less than $40K Blue 39 4 2 3 5095.0 0 5095.0 0.729 3808 89 0.508 0.000 2.0077e-04 0.99980000
771431133 Existing Customer 47 F 4 Graduate Unknown Less than $40K Blue 35 4 2 4 1438.3 0 1438.3 0.571 3778 69 0.816 0.000 3.4248e-04 0.99966000
717800358 Existing Customer 48 M 3 High School Single $80K - $120K Blue 36 3 3 4 10111.0 868 9243.0 0.748 4791 68 0.889 0.086 5.2052e-04 0.99948000
798041508 Attrited Customer 50 F 4 Graduate Single Less than $40K Blue 44 2 3 2 3201.0 2517 684.0 0.445 1880 42 0.355 0.786 9.9473e-01 0.00527000
710626758 Existing Customer 44 M 4 Uneducated Unknown $60K - $80K Blue 36 6 1 3 2761.0 0 2761.0 0.619 3706 65 0.585 0.000 9.9893e-05 0.99990000
718982058 Existing Customer 37 M 3 Graduate Divorced $40K - $60K Blue 36 5 2 0 5987.0 1405 4582.0 0.952 4011 72 0.674 0.235 4.3568e-05 0.99996000
791822733 Existing Customer 47 F 3 High School Single Unknown Blue 41 5 1 3 5630.0 748 4882.0 0.804 4904 81 0.761 0.133 9.3448e-05 0.99991000
718762308 Existing Customer 35 F 1 Graduate Single Unknown Blue 36 6 2 3 6622.0 2126 4496.0 1.041 3668 60 0.818 0.321 1.7969e-04 0.99982000
716841783 Existing Customer 51 M 0 Graduate Married $120K + Blue 36 4 2 3 18733.0 1292 17441.0 0.442 5080 85 0.491 0.069 1.6428e-04 0.99984000
794524833 Existing Customer 36 F 3 Graduate Single $40K - $60K Blue 18 4 3 3 2265.0 1345 920.0 0.808 4009 73 0.490 0.594 3.1390e-04 0.99969000
721359183 Existing Customer 33 F 2 Unknown Married $40K - $60K Blue 19 4 3 4 2907.0 1537 1370.0 0.790 4390 76 1.000 0.529 5.6716e-04 0.99943000
715014633 Attrited Customer 32 F 0 Uneducated Married Unknown Blue 36 6 3 2 8791.0 0 8791.0 0.894 2579 51 0.594 0.000 9.9374e-01 0.00626000
714372333 Attrited Customer 59 F 0 Doctorate Married Less than $40K Blue 52 6 4 2 2302.0 0 2302.0 0.520 2256 40 0.667 0.000 9.9631e-01 0.00369001
766946058 Existing Customer 51 F 2 Unknown Unknown $40K - $60K Blue 44 4 6 4 5489.0 1665 3824.0 0.742 4010 75 0.786 0.303 4.4776e-04 0.99955000
708549033 Existing Customer 50 F 1 High School Married Less than $40K Blue 32 4 1 3 2055.0 1276 779.0 0.869 5025 70 0.707 0.621 8.4530e-05 0.99992000
708378108 Existing Customer 39 F 1 Post-Graduate Married $40K - $60K Blue 36 5 3 2 2147.0 771 1376.0 0.690 4631 76 0.767 0.359 1.9866e-04 0.99980000
826168083 Existing Customer 49 F 4 Unknown Divorced Less than $40K Blue 45 3 3 3 1757.0 1307 450.0 0.769 4750 72 0.756 0.744 3.4872e-04 0.99965000
779320008 Attrited Customer 43 M 3 College Married $80K - $120K Blue 25 3 3 3 2900.0 2517 383.0 0.719 2180 31 0.409 0.868 9.9674e-01 0.00326498
715312158 Existing Customer 41 F 2 Graduate Single Less than $40K Blue 29 4 2 3 2670.0 2079 591.0 0.649 3895 59 0.788 0.779 1.9143e-04 0.99981000
711688983 Existing Customer 51 M 2 Unknown Divorced $80K - $120K Blue 38 4 2 3 21382.0 1692 19690.0 0.731 3060 66 0.650 0.079 2.1042e-04 0.99979000
714393708 Existing Customer 54 F 0 College Married $40K - $60K Blue 46 6 2 3 2254.0 533 1721.0 1.043 4913 84 0.909 0.236 1.5971e-04 0.99984000
789477483 Existing Customer 40 F 5 Unknown Single Unknown Blue 31 6 3 1 4433.0 1488 2945.0 0.669 3847 76 0.900 0.336 1.2310e-04 0.99988000
712481733 Existing Customer 55 F 2 Graduate Married Less than $40K Blue 36 4 2 4 1438.3 739 699.3 0.727 4078 77 0.540 0.514 3.2656e-04 0.99967000
713153733 Attrited Customer 49 F 2 Graduate Unknown Less than $40K Blue 29 6 3 3 2520.0 1473 1047.0 0.515 2061 36 0.241 0.585 9.9671e-01 0.00329379
780201633 Attrited Customer 41 F 3 Graduate Single $40K - $60K Blue 31 4 3 2 5655.0 1154 4501.0 0.702 2189 51 0.700 0.204 9.9467e-01 0.00533000
709285683 Existing Customer 48 M 4 Unknown Divorced $60K - $80K Blue 31 4 1 1 1438.3 0 1438.3 0.836 4509 74 0.451 0.000 3.8289e-05 0.99996000
789823383 Existing Customer 44 F 3 Unknown Single Less than $40K Blue 34 3 3 4 2786.0 1635 1151.0 0.921 4532 82 1.000 0.587 5.8851e-04 0.99941000
709980783 Existing Customer 51 F 3 High School Divorced Less than $40K Blue 36 4 3 0 3961.0 1729 2232.0 0.783 4066 63 0.800 0.437 6.6935e-05 0.99993000
772054458 Existing Customer 43 M 3 Unknown Unknown $60K - $80K Blue 32 4 1 3 2476.0 1944 532.0 0.881 4025 65 0.585 0.785 1.0566e-04 0.99989000
788095158 Attrited Customer 52 M 3 Uneducated Married $80K - $120K Blue 44 3 3 3 11606.0 0 11606.0 0.797 2623 39 0.393 0.000 9.9691e-01 0.00308778
717045033 Existing Customer 45 F 3 Unknown Married Unknown Blue 36 6 1 3 8459.0 757 7702.0 0.648 4677 87 0.673 0.089 1.0566e-04 0.99989000
710503308 Existing Customer 48 F 2 Graduate Single Unknown Blue 29 6 1 2 9554.0 2337 7217.0 0.790 4049 71 0.690 0.245 5.5077e-05 0.99994000
757167633 Existing Customer 50 M 2 Uneducated Single $60K - $80K Blue 43 4 3 3 4388.0 642 3746.0 0.815 3836 81 0.723 0.146 3.1104e-04 0.99969000
779739783 Existing Customer 43 M 2 Graduate Married $60K - $80K Blue 28 6 3 2 19826.0 1389 18437.0 0.614 3561 73 0.659 0.070 1.7987e-04 0.99982000
758653833 Existing Customer 34 F 1 Graduate Married $40K - $60K Blue 27 3 1 3 2173.0 0 2173.0 0.922 4392 83 0.766 0.000 8.6952e-05 0.99991000
771288258 Existing Customer 48 F 3 Unknown Unknown $40K - $60K Blue 36 6 2 2 2545.0 1894 651.0 0.911 4660 68 0.789 0.744 1.2982e-04 0.99987000
716855058 Attrited Customer 49 F 4 Graduate Married Less than $40K Blue 38 5 2 4 1757.0 0 1757.0 0.890 2557 45 0.406 0.000 9.9709e-01 0.00291040
708433683 Existing Customer 54 M 2 Graduate Married $80K - $120K Blue 37 3 2 3 3164.0 2201 963.0 0.679 4410 86 0.623 0.696 1.9143e-04 0.99981000
713175483 Existing Customer 44 F 2 Graduate Married Less than $40K Blue 40 6 2 2 6022.0 871 5151.0 0.600 3745 74 0.423 0.145 1.1382e-04 0.99989000
709500183 Attrited Customer 46 F 3 College Married Less than $40K Blue 36 2 3 4 1804.0 0 1804.0 0.537 2077 44 0.419 0.000 9.9808e-01 0.00191630
789238683 Existing Customer 53 M 2 Uneducated Divorced $120K + Blue 42 4 2 2 22664.0 0 22664.0 0.749 4586 89 0.745 0.000 1.1703e-04 0.99988000
710502258 Existing Customer 39 M 3 Graduate Single $60K - $80K Blue 36 5 3 4 2527.0 2204 323.0 0.900 4598 85 0.771 0.872 5.3543e-04 0.99946000
715445058 Attrited Customer 49 F 0 Doctorate Married Less than $40K Blue 40 3 4 4 3547.0 2517 1030.0 0.805 2715 45 0.731 0.710 9.9871e-01 0.00128895
719464758 Existing Customer 52 F 1 College Single Less than $40K Blue 43 5 2 3 1438.3 604 834.3 0.810 4219 83 0.694 0.420 1.7470e-04 0.99983000
708442158 Existing Customer 51 F 1 College Married Unknown Blue 38 3 2 4 6182.0 1516 4666.0 1.137 3801 61 0.968 0.245 2.9801e-04 0.99970000
718524783 Attrited Customer 40 M 3 High School Unknown $80K - $120K Blue 34 1 3 4 29715.0 0 29715.0 0.399 2128 39 0.345 0.000 9.9808e-01 0.00191647
717093858 Existing Customer 49 F 2 College Married Less than $40K Blue 36 4 3 3 2154.0 1490 664.0 0.727 3664 63 0.853 0.692 2.9411e-04 0.99971000
711654558 Existing Customer 46 M 3 Graduate Unknown $60K - $80K Blue 36 6 3 4 2179.0 1632 547.0 0.801 4025 69 0.683 0.749 5.3543e-04 0.99946000
718924983 Existing Customer 59 M 0 Uneducated Single $60K - $80K Blue 48 5 1 3 4906.0 1302 3604.0 0.862 4833 80 0.905 0.265 8.1736e-05 0.99992000
717463608 Existing Customer 38 F 1 Unknown Married $40K - $60K Blue 26 5 3 1 2346.0 1407 939.0 0.770 4116 79 0.975 0.600 1.1192e-04 0.99989000
715779333 Existing Customer 45 F 3 Graduate Single Less than $40K Blue 36 5 2 3 4753.0 0 4753.0 0.856 3895 71 0.578 0.000 1.9864e-04 0.99980000
708117933 Attrited Customer 44 F 2 Graduate Divorced Less than $40K Blue 36 3 2 3 1880.0 0 1880.0 0.519 2469 34 0.417 0.000 9.9480e-01 0.00520000
789563658 Existing Customer 64 M 0 College Single Less than $40K Silver 56 5 4 4 12155.0 0 12155.0 0.446 4618 60 0.875 0.000 4.7012e-04 0.99953000
709239483 Existing Customer 49 F 1 Graduate Married $40K - $60K Blue 36 5 3 1 2721.0 1527 1194.0 0.743 4622 88 0.725 0.561 1.0182e-04 0.99990000
766456683 Existing Customer 51 F 1 Graduate Married Less than $40K Blue 44 6 2 0 6160.0 2258 3902.0 0.717 3986 80 0.600 0.367 3.9410e-05 0.99996000
779703258 Existing Customer 41 F 4 Graduate Single Less than $40K Blue 24 3 3 1 2069.0 1393 676.0 0.875 4962 70 0.750 0.673 1.1377e-04 0.99989000
709719333 Existing Customer 41 M 2 High School Single $80K - $120K Blue 29 6 3 4 28422.0 1258 27164.0 0.672 4841 80 0.600 0.044 5.0163e-04 0.99950000
717016833 Existing Customer 39 M 4 Uneducated Married $80K - $120K Blue 27 6 4 2 1438.3 0 1438.3 0.797 4282 69 0.725 0.000 2.3440e-04 0.99977000
711017433 Existing Customer 41 M 3 Graduate Divorced Less than $40K Blue 23 5 2 4 1438.3 0 1438.3 0.735 4416 68 0.744 0.000 3.3886e-04 0.99966000
712777233 Attrited Customer 65 M 0 Graduate Single Unknown Blue 48 1 4 3 1671.0 0 1671.0 0.725 2701 51 0.889 0.000 9.9682e-01 0.00317639
712706058 Attrited Customer 44 F 5 Graduate Single Less than $40K Blue 37 1 2 4 1491.0 0 1491.0 0.551 1970 46 0.484 0.000 9.9704e-01 0.00295637
720905133 Attrited Customer 43 M 3 Graduate Unknown $80K - $120K Blue 29 1 2 6 11422.0 1095 10327.0 0.773 2439 45 0.800 0.096 9.9903e-01 0.00097026
712947333 Attrited Customer 54 F 4 Unknown Married Less than $40K Blue 43 3 3 0 5139.0 0 5139.0 0.330 1653 44 0.692 0.000 9.8710e-01 0.01290000
806995683 Existing Customer 61 M 0 Doctorate Single $60K - $80K Blue 56 4 1 3 4783.0 2517 2266.0 1.024 2870 50 1.174 0.526 1.1504e-04 0.99988000
720575058 Existing Customer 47 M 3 Unknown Single $60K - $80K Blue 36 3 2 1 2589.0 1693 896.0 0.878 4259 83 0.766 0.654 7.8291e-05 0.99992000
770828358 Existing Customer 38 M 1 Graduate Unknown $80K - $120K Blue 25 4 2 4 8138.0 0 8138.0 0.596 4839 61 0.649 0.000 3.0653e-04 0.99969000
721361433 Existing Customer 51 F 3 Graduate Married Unknown Blue 37 6 1 1 4502.0 1785 2717.0 1.014 4469 87 0.812 0.396 3.4465e-05 0.99997000
770268933 Existing Customer 44 M 5 Unknown Married $60K - $80K Silver 38 3 2 2 33521.0 928 32593.0 0.732 4115 66 0.535 0.028 1.1671e-04 0.99988000
789209283 Existing Customer 48 F 3 High School Single Less than $40K Blue 37 5 3 0 4361.0 806 3555.0 0.627 4518 84 0.750 0.185 6.6935e-05 0.99993000
716204883 Existing Customer 53 M 4 College Unknown $60K - $80K Blue 44 5 3 1 7026.0 1728 5298.0 0.669 3935 66 1.000 0.246 1.1061e-04 0.99989000
715506258 Existing Customer 50 M 2 High School Married $80K - $120K Blue 36 6 2 1 16388.0 2001 14387.0 0.547 4477 83 0.660 0.122 6.6728e-05 0.99993000
711871758 Attrited Customer 30 F 1 Graduate Married Less than $40K Blue 36 2 2 3 2905.0 2517 388.0 0.725 2487 39 0.393 0.866 9.9447e-01 0.00553000
772655733 Existing Customer 41 M 1 Uneducated Single $80K - $120K Blue 31 6 2 4 2404.0 1887 517.0 0.592 4489 75 0.744 0.785 3.1517e-04 0.99968000
719519058 Attrited Customer 55 F 4 High School Married Less than $40K Blue 36 4 2 3 1477.0 0 1477.0 0.719 2419 49 0.531 0.000 9.9490e-01 0.00510000
716873733 Attrited Customer 43 F 4 Post-Graduate Divorced Less than $40K Blue 30 4 3 3 3556.0 2517 1039.0 0.651 2639 53 0.710 0.708 9.9733e-01 0.00267072
780383358 Existing Customer 48 M 3 Graduate Married $60K - $80K Blue 38 6 1 0 5649.0 748 4901.0 1.077 4683 72 0.946 0.132 2.1081e-05 0.99998000
718522308 Existing Customer 41 F 3 Post-Graduate Unknown $40K - $60K Blue 29 6 1 3 14345.0 960 13385.0 0.817 4045 72 0.946 0.067 1.1311e-04 0.99989000
716308683 Existing Customer 47 F 3 High School Married Less than $40K Blue 36 6 2 3 6524.0 1993 4531.0 0.815 4267 66 0.886 0.305 1.9311e-04 0.99981000
719056833 Existing Customer 55 F 1 Unknown Married Less than $40K Blue 46 5 1 4 2281.0 920 1361.0 0.576 3968 66 0.833 0.403 1.6305e-04 0.99984000
712303908 Existing Customer 47 F 4 College Married Less than $40K Blue 38 3 1 2 2633.0 1924 709.0 0.806 3407 66 0.535 0.731 5.6158e-05 0.99994000
715572783 Existing Customer 51 M 3 Graduate Married $80K - $120K Blue 31 6 1 2 7693.0 0 7693.0 0.579 4573 93 0.632 0.000 5.7151e-05 0.99994000
713641233 Existing Customer 44 F 3 High School Single Unknown Blue 31 5 6 4 10262.0 1888 8374.0 0.508 3553 65 0.757 0.184 4.1093e-04 0.99959000
712854633 Existing Customer 49 F 2 Unknown Single Unknown Blue 39 4 1 3 11320.0 0 11320.0 0.669 2845 57 0.727 0.000 1.0183e-04 0.99990000
779340183 Existing Customer 53 F 1 College Single Less than $40K Blue 35 3 2 4 2482.0 916 1566.0 0.632 4295 72 0.532 0.369 2.9801e-04 0.99970000
771952683 Existing Customer 47 F 3 High School Married Less than $40K Blue 36 3 2 2 3035.0 0 3035.0 1.222 3847 63 0.658 0.000 1.1482e-04 0.99989000
716639058 Existing Customer 51 M 2 Graduate Single $120K + Blue 40 4 3 3 26308.0 0 26308.0 0.647 3278 53 0.828 0.000 3.0251e-04 0.99970000
779027733 Existing Customer 53 F 4 Unknown Single Less than $40K Blue 34 6 2 2 6721.0 1115 5606.0 0.790 3718 51 0.759 0.166 1.3121e-04 0.99987000
713368833 Existing Customer 49 M 2 College Single $60K - $80K Blue 41 6 3 4 6205.0 2233 3972.0 0.662 3906 64 0.684 0.360 5.0168e-04 0.99950000
713926308 Existing Customer 35 F 3 Uneducated Single Less than $40K Blue 36 4 2 3 2624.0 1458 1166.0 0.809 4487 61 0.743 0.556 2.0424e-04 0.99980000
720206658 Attrited Customer 40 F 3 Graduate Married Less than $40K Blue 29 6 2 4 1479.0 458 1021.0 0.466 1811 44 0.517 0.310 9.9706e-01 0.00294141
708720558 Existing Customer 44 M 3 College Married $60K - $80K Blue 30 5 2 0 4489.0 0 4489.0 0.693 3773 64 0.455 0.000 4.2358e-05 0.99996000
713857758 Attrited Customer 53 F 1 Graduate Married Unknown Blue 36 6 3 1 5842.0 198 5644.0 0.396 1828 44 0.517 0.034 9.9028e-01 0.00972000
711255858 Existing Customer 42 F 4 Unknown Married Less than $40K Blue 30 4 2 3 8777.0 1668 7109.0 0.850 4141 83 0.660 0.190 2.2068e-04 0.99978000
798717783 Existing Customer 51 F 2 Unknown Single Less than $40K Blue 45 3 6 1 3250.0 0 3250.0 0.601 4752 84 0.750 0.000 9.4124e-05 0.99991000
710674533 Attrited Customer 46 M 1 Uneducated Married $60K - $80K Blue 34 3 3 4 15060.0 0 15060.0 0.545 1611 42 0.400 0.000 9.9800e-01 0.00200300
718642458 Existing Customer 40 M 4 High School Unknown $80K - $120K Blue 36 6 1 0 2126.0 1321 805.0 0.596 2992 72 1.000 0.621 2.0713e-05 0.99998000
709788783 Existing Customer 47 M 4 Unknown Divorced $40K - $60K Blue 35 3 2 1 4907.0 773 4134.0 0.517 5088 71 0.651 0.158 7.9128e-05 0.99992000
752199183 Existing Customer 51 F 1 Uneducated Married Unknown Blue 44 6 2 1 3553.0 0 3553.0 0.844 4923 89 0.648 0.000 6.6245e-05 0.99993000
789707433 Existing Customer 41 F 4 High School Single Unknown Blue 28 4 2 2 2515.0 1313 1202.0 0.981 4370 68 0.700 0.522 1.1604e-04 0.99988000
717448383 Attrited Customer 41 M 4 Unknown Single $80K - $120K Blue 28 1 2 4 4428.0 0 4428.0 0.865 2331 36 0.286 0.000 9.9735e-01 0.00264844
779468808 Existing Customer 43 M 1 High School Married $40K - $60K Blue 25 6 3 3 1616.0 0 1616.0 0.794 4961 78 0.814 0.000 2.7604e-04 0.99972000
790000608 Existing Customer 64 F 1 Graduate Single Less than $40K Blue 56 4 1 1 6723.0 968 5755.0 0.832 3838 67 0.811 0.144 3.1176e-05 0.99997000
770917608 Existing Customer 42 F 1 Uneducated Married Less than $40K Blue 29 3 4 2 2756.0 1911 845.0 0.774 4656 62 0.879 0.693 2.0979e-04 0.99979000
716307558 Attrited Customer 50 F 3 High School Married Less than $40K Blue 40 6 2 4 2897.0 1506 1391.0 0.618 2214 46 0.484 0.520 9.9697e-01 0.00302546
719048133 Existing Customer 52 F 2 Uneducated Married Less than $40K Blue 42 6 3 0 5456.0 0 5456.0 0.337 3470 65 0.625 0.000 6.8225e-05 0.99993000
771488583 Existing Customer 46 F 1 Graduate Single $40K - $60K Blue 34 4 2 2 3569.0 0 3569.0 0.706 4186 72 0.636 0.000 1.0684e-04 0.99989000
717202908 Existing Customer 39 M 5 College Married $80K - $120K Blue 29 3 3 4 34198.0 1804 32394.0 0.934 4270 59 0.639 0.053 5.1793e-04 0.99948000
720696558 Existing Customer 44 M 2 Graduate Single $80K - $120K Blue 31 5 2 4 34516.0 1311 33205.0 0.600 4485 85 0.771 0.038 3.2656e-04 0.99967000
788989083 Existing Customer 57 F 3 College Single $40K - $60K Blue 44 3 1 2 2817.0 1864 953.0 0.700 4535 82 0.745 0.662 5.5564e-05 0.99994000
720398958 Existing Customer 53 F 1 Uneducated Single Less than $40K Blue 43 6 2 3 2126.0 1257 869.0 0.632 4340 70 0.892 0.591 1.8475e-04 0.99982000
716530533 Existing Customer 43 F 2 Uneducated Single Less than $40K Blue 36 3 1 4 2573.0 1640 933.0 0.873 4094 77 0.638 0.637 1.6249e-04 0.99984000
714499908 Existing Customer 45 F 3 Unknown Married $40K - $60K Blue 31 5 5 3 2016.0 1303 713.0 0.599 3243 63 0.615 0.646 3.8536e-04 0.99961000
708879483 Existing Customer 48 F 1 College Divorced Less than $40K Blue 36 6 3 0 4006.0 1646 2360.0 0.746 5006 89 0.534 0.411 6.0552e-05 0.99994000
716044383 Existing Customer 41 F 3 High School Unknown Unknown Blue 36 5 1 2 5869.0 0 5869.0 0.713 4191 65 0.857 0.000 5.5559e-05 0.99994000
781320783 Attrited Customer 47 M 2 Graduate Divorced $80K - $120K Blue 41 3 2 3 4586.0 0 4586.0 0.812 2529 43 0.433 0.000 9.9480e-01 0.00520000
711657783 Existing Customer 50 F 2 College Single Less than $40K Blue 41 6 3 4 1438.3 0 1438.3 0.872 4617 67 0.634 0.000 5.0168e-04 0.99950000
715423233 Existing Customer 46 M 5 Unknown Married $60K - $80K Blue 35 3 3 3 1790.0 796 994.0 0.722 3539 57 0.966 0.445 3.4328e-04 0.99966000
719264058 Existing Customer 51 F 0 Graduate Married Unknown Blue 36 5 2 3 5862.0 2306 3556.0 0.807 4305 51 1.318 0.393 1.6428e-04 0.99984000
711120333 Existing Customer 43 M 5 Unknown Married $60K - $80K Blue 36 3 5 1 7411.0 1341 6070.0 0.799 4278 80 0.633 0.181 1.3749e-04 0.99986000
714100008 Attrited Customer 47 F 2 College Married Less than $40K Blue 36 6 2 3 5667.0 2517 3150.0 0.684 2176 38 0.267 0.444 9.9466e-01 0.00534000
798030933 Existing Customer 47 M 4 College Single $60K - $80K Blue 41 5 2 3 15594.0 0 15594.0 0.631 4745 75 0.786 0.000 1.9519e-04 0.99980000
708223383 Attrited Customer 47 F 3 High School Married Unknown Blue 39 6 3 4 11410.0 979 10431.0 1.049 2736 38 0.462 0.086 9.9808e-01 0.00191647
708705783 Attrited Customer 47 M 3 Doctorate Married $60K - $80K Blue 36 6 3 1 1584.0 1214 370.0 0.887 2628 41 0.640 0.766 9.9390e-01 0.00610000
778949133 Existing Customer 44 M 1 Uneducated Married $80K - $120K Blue 29 4 3 3 13298.0 1694 11604.0 0.824 3476 66 0.784 0.127 2.9196e-04 0.99971000
709017258 Attrited Customer 51 F 2 Unknown Married Less than $40K Blue 36 1 2 2 2114.0 0 2114.0 0.875 2872 45 0.500 0.000 9.9207e-01 0.00793000
709161108 Attrited Customer 44 M 1 Unknown Single $60K - $80K Blue 33 3 2 4 2540.0 0 2540.0 0.212 1531 31 0.107 0.000 9.9704e-01 0.00295827
716842908 Existing Customer 41 F 5 Uneducated Single Less than $40K Blue 30 4 2 1 1762.0 1051 711.0 0.785 4986 80 0.739 0.596 7.2863e-05 0.99993000
787513533 Existing Customer 47 F 1 Uneducated Married Less than $40K Blue 36 6 3 3 2245.0 1503 742.0 0.754 3344 54 0.543 0.669 2.9196e-04 0.99971000
717949983 Existing Customer 47 M 1 Uneducated Married $40K - $60K Blue 36 3 2 3 8168.0 2137 6031.0 0.659 3554 82 0.822 0.262 1.8475e-04 0.99982000
714089658 Attrited Customer 41 M 2 Graduate Single $60K - $80K Blue 36 3 2 1 2238.0 0 2238.0 0.452 2063 42 0.500 0.000 9.8564e-01 0.01436000
718863258 Attrited Customer 54 F 2 Doctorate Married Less than $40K Blue 41 2 2 3 3881.0 2517 1364.0 0.815 2463 38 0.407 0.649 9.9640e-01 0.00359603
717549408 Existing Customer 44 M 4 Graduate Married $80K - $120K Blue 36 3 1 3 20485.0 0 20485.0 0.751 3024 51 1.040 0.000 9.7154e-05 0.99990000
807600633 Existing Customer 44 F 2 Doctorate Divorced Unknown Blue 39 6 4 1 9856.0 671 9185.0 0.662 5408 83 0.729 0.068 1.8970e-04 0.99981000
770293758 Existing Customer 44 M 3 High School Single Less than $40K Blue 38 6 1 2 2111.0 1047 1064.0 0.971 4830 82 0.952 0.496 5.5559e-05 0.99994000
765584208 Existing Customer 43 F 3 Unknown Divorced Less than $40K Blue 30 3 2 1 2905.0 2079 826.0 0.789 4444 84 0.909 0.716 7.8291e-05 0.99992000
811989858 Existing Customer 49 M 4 Uneducated Unknown $60K - $80K Silver 44 6 3 2 32244.0 0 32244.0 0.647 3501 65 0.757 0.000 1.7526e-04 0.99982000
721276383 Existing Customer 47 F 2 Post-Graduate Divorced $40K - $60K Blue 33 6 2 3 5624.0 1216 4408.0 0.691 3843 66 1.000 0.216 2.2525e-04 0.99977000
708585933 Existing Customer 44 F 4 High School Single Less than $40K Blue 36 6 2 3 1656.0 1429 227.0 0.777 4258 77 0.750 0.863 1.9517e-04 0.99980000
713283933 Attrited Customer 42 M 2 Uneducated Married $40K - $60K Blue 30 1 3 3 3032.0 0 3032.0 0.429 2273 44 0.517 0.000 9.9680e-01 0.00320374
714915633 Attrited Customer 42 M 0 High School Single $60K - $80K Blue 36 4 3 6 15699.0 0 15699.0 0.569 1793 40 0.600 0.000 9.9924e-01 0.00076382
709236633 Existing Customer 40 F 3 Uneducated Divorced $40K - $60K Blue 28 3 1 3 6608.0 2270 4338.0 0.750 4033 58 0.657 0.344 9.8837e-05 0.99990000
827948133 Existing Customer 47 F 3 Graduate Single Less than $40K Blue 43 4 2 4 5062.0 1423 3639.0 0.775 4535 68 0.417 0.281 3.3886e-04 0.99966000
718946358 Existing Customer 44 M 3 Uneducated Single $40K - $60K Blue 30 3 3 2 1547.0 0 1547.0 0.792 4348 63 0.615 0.000 1.9191e-04 0.99981000
714400308 Existing Customer 60 F 0 Uneducated Single Less than $40K Silver 49 3 1 1 11060.0 1647 9413.0 0.938 4545 83 0.766 0.149 2.6479e-05 0.99997000
789670533 Existing Customer 41 F 2 High School Married $40K - $60K Blue 26 5 1 2 1438.3 0 1438.3 0.660 4300 67 0.675 0.000 5.3542e-05 0.99995000
770942283 Existing Customer 46 F 2 Unknown Single Less than $40K Blue 33 4 3 2 3670.0 0 3670.0 0.797 4811 68 0.889 0.000 1.9771e-04 0.99980000
827074758 Existing Customer 42 F 3 Uneducated Single Less than $40K Blue 38 4 1 4 1538.0 868 670.0 0.828 5228 61 0.694 0.564 1.6861e-04 0.99983000
818326083 Existing Customer 54 F 3 High School Married $40K - $60K Blue 49 5 1 2 1438.3 886 552.3 0.822 4385 91 0.717 0.616 5.5559e-05 0.99994000
712292133 Attrited Customer 45 F 3 College Married Less than $40K Blue 36 4 2 4 2330.0 2294 36.0 0.456 2107 40 0.333 0.985 9.9697e-01 0.00302519
709449333 Existing Customer 49 M 1 High School Single $60K - $80K Blue 40 6 2 2 3170.0 1428 1742.0 0.876 4097 72 0.565 0.450 1.0386e-04 0.99990000
788840283 Existing Customer 42 F 2 Post-Graduate Divorced Less than $40K Blue 26 5 2 3 2120.0 1527 593.0 0.744 4741 86 0.720 0.720 2.2525e-04 0.99977000
716013858 Existing Customer 53 M 0 Graduate Single $80K - $120K Blue 34 3 1 4 20231.0 1434 18797.0 0.543 5002 78 0.660 0.071 1.3562e-04 0.99986000
712229283 Attrited Customer 48 F 4 Doctorate Unknown Unknown Blue 24 4 2 3 1438.3 0 1438.3 0.738 2306 46 0.484 0.000 9.9657e-01 0.00342939
751422258 Existing Customer 45 F 4 Graduate Married Less than $40K Blue 38 6 3 2 5583.0 0 5583.0 0.748 3317 71 0.821 0.000 1.8864e-04 0.99981000
715691808 Existing Customer 41 F 3 Uneducated Divorced Less than $40K Blue 30 5 3 4 7764.0 621 7143.0 0.670 3955 72 0.756 0.080 5.5052e-04 0.99945000
794273283 Attrited Customer 51 M 3 Uneducated Single $80K - $120K Blue 45 3 3 3 25670.0 0 25670.0 0.952 2709 51 0.645 0.000 9.9691e-01 0.00308778
788838033 Attrited Customer 45 M 2 College Single $60K - $80K Blue 29 3 2 4 3841.0 0 3841.0 0.794 2832 48 0.846 0.000 9.9686e-01 0.00313880
712778658 Existing Customer 52 F 3 Graduate Married Less than $40K Blue 39 4 3 3 2001.0 909 1092.0 0.772 4238 63 0.800 0.454 3.1390e-04 0.99969000
789580908 Existing Customer 44 F 3 High School Single Less than $40K Blue 37 3 2 2 8512.0 1471 7041.0 0.867 4056 81 0.841 0.173 1.1482e-04 0.99989000
778965183 Existing Customer 47 F 3 Uneducated Divorced $40K - $60K Blue 30 5 3 2 5869.0 2517 3352.0 0.505 4166 85 0.809 0.429 1.9191e-04 0.99981000
714462558 Existing Customer 44 F 5 Unknown Married Unknown Blue 36 4 2 3 5791.0 0 5791.0 0.645 4556 67 0.861 0.000 2.1724e-04 0.99978000
789013833 Attrited Customer 50 M 2 High School Married $120K + Silver 37 5 2 1 34516.0 399 34117.0 0.726 2118 41 0.519 0.012 9.8369e-01 0.01631000
800869758 Existing Customer 49 M 3 Unknown Married $80K - $120K Blue 43 6 1 1 2191.0 1414 777.0 0.635 3967 76 0.767 0.645 3.7884e-05 0.99996000
807426033 Existing Customer 37 M 2 Unknown Single $60K - $80K Blue 32 4 1 1 2865.0 1176 1689.0 0.665 3462 61 0.906 0.410 3.6508e-05 0.99996000
720091083 Existing Customer 43 M 4 Graduate Married $120K + Blue 31 6 1 3 6467.0 1887 4580.0 0.442 4098 61 0.605 0.292 9.7154e-05 0.99990000
711918033 Attrited Customer 37 F 3 Unknown Married Less than $40K Blue 17 3 1 3 1468.0 1074 394.0 0.697 2050 32 0.524 0.732 9.9063e-01 0.00937000
709679658 Existing Customer 58 F 2 Graduate Single $40K - $60K Blue 50 4 3 3 5386.0 0 5386.0 0.777 4846 84 0.680 0.000 3.0251e-04 0.99970000
779296908 Existing Customer 46 F 3 Graduate Single Less than $40K Blue 28 5 3 3 1438.3 576 862.3 0.774 5098 66 0.833 0.400 3.1390e-04 0.99969000
720682308 Existing Customer 59 F 0 Uneducated Single Unknown Blue 46 5 1 4 5402.0 892 4510.0 0.782 4770 83 0.596 0.165 1.3944e-04 0.99986000
714084483 Attrited Customer 49 F 3 Uneducated Single Unknown Blue 36 4 2 3 3855.0 211 3644.0 0.485 1724 34 0.308 0.055 9.9513e-01 0.00487126
719495958 Attrited Customer 42 F 1 Unknown Married Less than $40K Blue 36 3 3 4 2983.0 0 2983.0 0.865 2509 46 0.586 0.000 9.9813e-01 0.00187387
789775308 Existing Customer 54 F 2 Doctorate Divorced Less than $40K Blue 43 6 1 3 1438.3 1120 318.3 0.817 4880 77 0.750 0.779 1.3405e-04 0.99987000
714726858 Attrited Customer 31 F 0 Post-Graduate Divorced Less than $40K Blue 36 6 3 3 4871.0 0 4871.0 0.890 2773 34 0.789 0.000 9.9674e-01 0.00326213
709749483 Existing Customer 40 F 2 Graduate Unknown Less than $40K Blue 29 5 1 2 2636.0 1953 683.0 0.916 4584 70 0.591 0.741 5.5077e-05 0.99994000
710926383 Existing Customer 32 F 2 Post-Graduate Married $40K - $60K Blue 24 5 3 1 1553.0 1177 376.0 0.638 4549 68 0.659 0.758 1.2764e-04 0.99987000
717172308 Attrited Customer 45 F 3 High School Married $40K - $60K Blue 37 4 2 4 3304.0 0 3304.0 0.532 1731 32 0.280 0.000 9.9697e-01 0.00302546
771795933 Attrited Customer 49 M 4 Unknown Single $120K + Blue 38 3 3 4 34516.0 2517 31999.0 0.700 2376 55 0.486 0.073 9.9832e-01 0.00167742
785024808 Existing Customer 53 F 1 High School Single Less than $40K Blue 47 6 2 3 3378.0 2134 1244.0 0.541 4464 83 0.930 0.632 1.7468e-04 0.99983000
710277183 Existing Customer 34 F 3 Uneducated Single $40K - $60K Blue 27 3 2 4 2313.0 1775 538.0 0.773 4317 68 0.545 0.767 3.4841e-04 0.99965000
714647808 Existing Customer 49 F 0 Graduate Single Less than $40K Blue 39 4 3 0 2434.0 0 2434.0 0.788 4628 73 0.622 0.000 5.6940e-05 0.99994000
709857033 Existing Customer 60 F 1 College Single $40K - $60K Blue 50 5 1 3 1438.3 0 1438.3 0.578 4148 84 0.714 0.000 8.4537e-05 0.99992000
714283458 Existing Customer 40 M 2 College Single $80K - $120K Blue 36 5 1 4 14544.0 0 14544.0 0.768 4064 92 0.769 0.000 1.5365e-04 0.99985000
804829533 Attrited Customer 59 M 0 High School Single $60K - $80K Blue 54 3 6 6 24621.0 471 24150.0 0.850 2864 51 0.759 0.019 9.9903e-01 0.00096743
716702358 Existing Customer 44 F 2 Unknown Married Less than $40K Blue 33 5 3 2 2337.0 698 1639.0 0.836 4048 83 0.886 0.299 1.9771e-04 0.99980000
720028683 Existing Customer 49 F 2 High School Married $40K - $60K Blue 39 5 3 4 2720.0 1926 794.0 0.602 3806 61 0.794 0.708 5.0163e-04 0.99950000
757044033 Existing Customer 44 M 2 Graduate Unknown $80K - $120K Blue 37 3 1 3 1965.0 1021 944.0 0.516 3968 57 0.781 0.520 9.2637e-05 0.99991000
719672283 Existing Customer 47 M 4 Graduate Married $60K - $80K Silver 39 4 2 4 33122.0 1587 31535.0 0.475 3145 63 0.750 0.048 3.0946e-04 0.99969000
719054733 Existing Customer 52 F 0 Post-Graduate Single Less than $40K Blue 40 4 3 2 1438.3 797 641.3 0.870 4673 69 0.568 0.554 1.8162e-04 0.99982000
793336383 Existing Customer 47 F 1 High School Married Less than $40K Blue 41 3 3 4 2709.0 2034 675.0 0.606 4915 92 0.840 0.751 4.7086e-04 0.99953000
795599883 Attrited Customer 57 F 2 Uneducated Married Unknown Blue 51 3 6 2 2404.0 284 2120.0 0.866 2511 51 0.500 0.118 9.9320e-01 0.00680000
715650783 Existing Customer 41 M 2 High School Married $60K - $80K Blue 36 6 2 2 4499.0 0 4499.0 0.765 4906 75 0.667 0.000 1.1065e-04 0.99989000
711819708 Attrited Customer 33 F 3 Post-Graduate Unknown Unknown Blue 25 3 2 4 4734.0 2517 2217.0 0.483 2275 55 0.897 0.532 9.9750e-01 0.00250084
713041683 Attrited Customer 55 M 2 Graduate Married $120K + Blue 36 3 2 4 4697.0 0 4697.0 0.544 1867 34 0.478 0.000 9.9695e-01 0.00305189
779544708 Existing Customer 50 M 2 Unknown Married $120K + Gold 35 4 5 3 34516.0 668 33848.0 0.894 3931 77 0.791 0.019 4.2785e-04 0.99957000
712967508 Existing Customer 47 M 3 Doctorate Unknown $60K - $80K Blue 36 4 1 2 2572.0 1093 1479.0 0.615 5038 86 0.830 0.425 8.2704e-05 0.99992000
710231433 Existing Customer 56 M 1 Uneducated Unknown $60K - $80K Blue 43 5 1 4 3110.0 2378 732.0 0.974 3395 75 0.829 0.765 1.5252e-04 0.99985000
817960533 Existing Customer 41 M 4 Unknown Married $60K - $80K Blue 36 5 3 2 1734.0 857 877.0 0.752 4741 84 0.714 0.494 2.0735e-04 0.99979000
713431008 Existing Customer 46 F 5 High School Married Unknown Blue 36 5 3 0 3562.0 0 3562.0 0.753 4198 77 0.750 0.000 6.6595e-05 0.99993000
709663608 Attrited Customer 43 F 1 Graduate Married Less than $40K Blue 36 4 2 4 1536.0 0 1536.0 0.571 1973 36 0.333 0.000 9.9675e-01 0.00325077
754851783 Existing Customer 39 M 4 High School Married $60K - $80K Blue 32 4 2 2 19198.0 2218 16980.0 0.802 4423 90 0.667 0.116 1.1604e-04 0.99988000
808743558 Existing Customer 42 F 3 High School Married Unknown Blue 37 3 3 3 4540.0 2517 2023.0 0.890 4804 66 0.737 0.554 3.0516e-04 0.99969000
778905033 Existing Customer 45 F 5 Graduate Divorced Less than $40K Blue 26 3 5 2 1438.3 1226 212.3 0.638 3889 60 0.818 0.852 2.0741e-04 0.99979000
720844008 Existing Customer 54 F 4 Graduate Single Less than $40K Blue 45 6 2 2 1990.0 1747 243.0 0.924 5216 87 0.891 0.878 1.1937e-04 0.99988000
714286383 Existing Customer 59 M 0 High School Single $120K + Blue 36 4 3 3 3422.0 1039 2383.0 0.475 3337 65 0.512 0.304 2.5237e-04 0.99975000
718767183 Existing Customer 45 F 4 Post-Graduate Unknown Less than $40K Blue 36 6 3 1 2192.0 1464 728.0 0.660 4905 89 0.978 0.668 1.3386e-04 0.99987000
712707408 Existing Customer 43 F 2 Unknown Married Less than $40K Blue 33 4 2 2 5152.0 1713 3439.0 0.746 3919 57 1.036 0.332 1.2511e-04 0.99987000
789859833 Existing Customer 41 M 4 Doctorate Unknown Less than $40K Blue 31 6 2 1 2515.0 1767 748.0 0.665 4388 67 0.675 0.703 1.0417e-04 0.99990000
812411058 Attrited Customer 49 F 0 Uneducated Single Less than $40K Blue 44 3 3 2 2094.0 0 2094.0 0.897 2690 46 0.484 0.000 9.9374e-01 0.00626000
712311258 Existing Customer 48 F 3 Uneducated Single $40K - $60K Blue 36 5 3 3 1906.0 1259 647.0 0.932 4634 54 0.862 0.661 3.2275e-04 0.99968000
778397358 Attrited Customer 42 M 5 Unknown Married $60K - $80K Blue 22 6 2 4 5096.0 0 5096.0 0.808 2574 43 0.483 0.000 9.9731e-01 0.00269029
715340733 Existing Customer 39 M 1 High School Unknown $40K - $60K Blue 28 5 2 4 2222.0 0 2222.0 0.843 4792 62 0.722 0.000 2.9799e-04 0.99970000
797495958 Existing Customer 42 F 3 Unknown Unknown $40K - $60K Blue 36 3 2 2 3015.0 0 3015.0 0.927 4277 80 0.951 0.000 1.2982e-04 0.99987000
720384633 Existing Customer 48 M 3 Uneducated Single $40K - $60K Blue 36 6 3 2 3786.0 0 3786.0 0.715 3403 70 0.489 0.000 1.9191e-04 0.99981000
810868758 Existing Customer 39 M 3 Uneducated Married $40K - $60K Blue 34 5 1 2 12078.0 1687 10391.0 0.482 2384 52 1.167 0.140 5.8763e-05 0.99994000
719105433 Existing Customer 48 F 3 College Single Unknown Blue 38 3 3 3 6448.0 1087 5361.0 0.868 4990 85 0.667 0.169 3.0519e-04 0.99969000
715609533 Attrited Customer 47 F 3 Unknown Single Less than $40K Blue 35 1 3 3 5398.0 0 5398.0 0.621 1887 36 0.333 0.000 9.9711e-01 0.00288892
712160058 Attrited Customer 59 F 2 Uneducated Married Less than $40K Blue 51 5 5 4 1438.3 0 1438.3 0.656 2146 44 0.630 0.000 9.9832e-01 0.00168378
779130108 Attrited Customer 33 F 0 Uneducated Single $40K - $60K Blue 15 3 2 6 1438.3 0 1438.3 0.835 2527 49 0.690 0.000 9.9886e-01 0.00114090
712335858 Existing Customer 48 F 4 Graduate Married Less than $40K Blue 36 4 3 2 2620.0 2081 539.0 0.990 4867 67 0.763 0.794 1.8864e-04 0.99981000
789643383 Existing Customer 49 M 2 Uneducated Married $60K - $80K Blue 35 3 3 3 13435.0 0 13435.0 0.747 3575 56 1.154 0.000 3.1104e-04 0.99969000
717733158 Existing Customer 43 F 3 Doctorate Married Less than $40K Blue 29 4 2 3 3186.0 2517 669.0 0.590 4197 84 0.909 0.790 2.8744e-04 0.99971000
713205108 Existing Customer 42 F 4 Graduate Married $40K - $60K Blue 27 3 1 1 1950.0 1062 888.0 0.480 3873 76 0.854 0.545 3.4833e-05 0.99997000
719749083 Existing Customer 63 M 0 Doctorate Single Less than $40K Blue 54 5 2 0 7098.0 2224 4874.0 0.864 3465 59 0.788 0.313 5.2139e-05 0.99995000
811762383 Existing Customer 42 F 2 Graduate Married Less than $40K Blue 37 4 2 1 2250.0 1788 462.0 0.523 4908 71 1.152 0.795 6.8640e-05 0.99993000
708710283 Existing Customer 45 M 5 Doctorate Married $120K + Silver 36 6 1 4 34516.0 2038 32478.0 1.007 4067 75 1.206 0.059 2.1333e-04 0.99979000
708542283 Existing Customer 58 F 1 Doctorate Married Less than $40K Blue 47 5 3 4 2495.0 2061 434.0 0.849 4399 70 0.707 0.826 7.0078e-04 0.99930000
720667383 Existing Customer 39 F 2 High School Married Less than $40K Blue 32 5 3 1 3086.0 2213 873.0 0.695 4684 81 0.800 0.717 1.0545e-04 0.99989000
822952158 Existing Customer 53 F 2 Graduate Married Less than $40K Blue 49 4 2 4 1520.0 0 1520.0 0.566 4256 73 0.622 0.000 3.2656e-04 0.99967000
716922633 Attrited Customer 38 M 2 Uneducated Single $120K + Blue 30 6 3 4 4043.0 2517 1526.0 0.602 2600 47 0.621 0.623 9.9812e-01 0.00188031
709081683 Existing Customer 65 M 1 High School Single Less than $40K Blue 54 3 1 3 4599.0 1438 3161.0 0.832 4208 69 0.865 0.313 8.4530e-05 0.99992000
710211783 Attrited Customer 38 F 4 Unknown Married Less than $40K Blue 26 3 2 2 1438.3 0 1438.3 0.777 2264 39 0.625 0.000 9.9244e-01 0.00756000
720364158 Existing Customer 55 F 3 Graduate Unknown Unknown Blue 36 4 3 3 7869.0 1251 6618.0 0.722 4314 83 0.729 0.159 3.1390e-04 0.99969000
713064783 Existing Customer 60 F 1 Unknown Unknown $40K - $60K Blue 48 3 3 4 5362.0 2057 3305.0 0.763 4205 83 0.766 0.384 5.3237e-04 0.99947000
709873683 Existing Customer 60 M 0 Doctorate Unknown $40K - $60K Silver 53 4 2 1 16541.0 1428 15113.0 0.846 4352 82 0.907 0.086 7.7018e-05 0.99992000
758106108 Existing Customer 45 F 2 Uneducated Single Less than $40K Blue 38 3 2 1 7486.0 1758 5728.0 0.613 4604 70 0.707 0.235 7.0576e-05 0.99993000
711445233 Existing Customer 42 F 5 Uneducated Single Less than $40K Blue 36 6 3 1 1438.3 0 1438.3 0.813 4653 78 0.950 0.000 1.1515e-04 0.99988000
778912683 Existing Customer 51 F 2 Graduate Single Unknown Blue 32 3 3 1 8365.0 1504 6861.0 0.679 4778 88 0.956 0.180 1.0848e-04 0.99989000
780496833 Attrited Customer 56 F 1 College Single Less than $40K Blue 43 3 2 2 2846.0 0 2846.0 0.747 2122 44 0.419 0.000 9.9047e-01 0.00953000
720057183 Existing Customer 49 F 4 Doctorate Single Less than $40K Blue 42 5 1 4 7789.0 957 6832.0 0.724 3412 70 0.842 0.123 2.3984e-04 0.99976000
789081408 Attrited Customer 44 F 4 Uneducated Single Less than $40K Blue 32 6 3 4 1438.3 170 1268.3 0.889 2527 45 0.406 0.118 9.9821e-01 0.00179304
720634683 Attrited Customer 48 F 2 College Married Unknown Blue 37 5 2 4 2220.0 0 2220.0 0.737 2456 45 0.452 0.000 9.9686e-01 0.00313880
808732458 Existing Customer 48 M 3 Unknown Married $120K + Blue 43 5 3 0 6626.0 1558 5068.0 1.020 2838 49 1.333 0.235 7.5683e-05 0.99992000
719947533 Existing Customer 46 F 2 Graduate Married Unknown Blue 36 6 2 1 5547.0 0 5547.0 0.850 4585 79 0.795 0.000 6.8640e-05 0.99993000
715452408 Existing Customer 37 F 2 Graduate Divorced Less than $40K Blue 36 4 3 3 1734.0 987 747.0 0.879 4727 67 0.914 0.569 3.0251e-04 0.99970000
718103733 Existing Customer 41 F 4 Unknown Married Less than $40K Blue 31 4 3 4 2934.0 933 2001.0 0.898 4253 66 0.737 0.318 5.9480e-04 0.99941000
788705358 Existing Customer 44 M 4 High School Married $120K + Blue 33 4 1 4 14527.0 2070 12457.0 0.525 3965 58 0.568 0.142 1.6112e-04 0.99984000
772105608 Existing Customer 48 F 4 Uneducated Single Less than $40K Blue 37 6 3 4 2646.0 872 1774.0 0.865 4246 80 0.739 0.330 5.5640e-04 0.99944000
718396533 Existing Customer 47 M 3 College Single $80K - $120K Blue 38 5 3 3 8185.0 1556 6629.0 0.806 4527 83 0.930 0.190 3.0519e-04 0.99969000
712949733 Existing Customer 46 M 5 High School Single $40K - $60K Blue 37 3 2 3 6340.0 1985 4355.0 0.403 3536 61 0.419 0.313 1.9213e-04 0.99981000
772036233 Existing Customer 62 M 1 Graduate Single $80K - $120K Blue 51 6 2 3 5711.0 0 5711.0 0.583 4320 72 0.674 0.000 1.7969e-04 0.99982000
713285058 Existing Customer 46 F 3 Doctorate Single Less than $40K Blue 34 4 3 4 2258.0 1600 658.0 0.607 4275 76 0.551 0.709 7.7466e-04 0.99923000
710289783 Attrited Customer 43 F 2 Uneducated Divorced Less than $40K Blue 25 5 2 4 2086.0 2007 79.0 1.051 2537 48 0.600 0.962 9.9703e-01 0.00296843
780390108 Existing Customer 44 F 3 College Married $40K - $60K Blue 34 3 1 2 3256.0 1013 2243.0 0.988 5079 81 0.841 0.311 5.5564e-05 0.99994000
720585183 Existing Customer 50 M 3 High School Married $60K - $80K Blue 35 3 3 2 14854.0 2136 12718.0 0.568 3659 68 0.581 0.144 1.8145e-04 0.99982000
711831558 Existing Customer 49 M 4 College Divorced $120K + Blue 41 3 1 1 7184.0 1207 5977.0 0.657 3244 58 1.000 0.168 3.3866e-05 0.99997000
710854008 Existing Customer 48 M 3 Unknown Unknown $40K - $60K Blue 37 3 2 4 6541.0 1119 5422.0 0.496 3902 63 0.432 0.171 3.7246e-04 0.99963000
717017808 Existing Customer 62 M 0 Uneducated Single $40K - $60K Blue 52 6 1 2 9065.0 641 8424.0 0.788 4693 83 0.627 0.071 4.8595e-05 0.99995000
823615983 Attrited Customer 54 M 2 Uneducated Single $40K - $60K Blue 50 2 1 3 3682.0 2517 1165.0 0.379 1642 35 0.250 0.684 9.8961e-01 0.01039000
807587433 Attrited Customer 56 F 2 Doctorate Married Less than $40K Blue 51 4 6 5 1438.3 0 1438.3 0.699 2229 40 0.600 0.000 9.9902e-01 0.00097887
709987683 Attrited Customer 46 F 4 Graduate Married Unknown Blue 36 4 3 4 2286.0 0 2286.0 1.057 2798 40 0.481 0.000 9.9816e-01 0.00184351
714435408 Existing Customer 57 M 3 High School Single $80K - $120K Blue 38 4 3 1 12663.0 1028 11635.0 0.791 3297 54 0.688 0.081 1.0943e-04 0.99989000
718994583 Existing Customer 48 F 2 College Single Less than $40K Blue 35 3 3 1 1438.3 816 622.3 0.842 4777 69 0.917 0.567 1.0546e-04 0.99989000
793616883 Existing Customer 39 F 5 Graduate Single Less than $40K Blue 33 5 2 2 1438.3 668 770.3 0.931 5205 78 0.773 0.464 1.1751e-04 0.99988000
779978283 Existing Customer 45 F 3 High School Married Unknown Blue 34 4 2 1 5056.0 0 5056.0 0.905 4428 78 0.696 0.000 6.9242e-05 0.99993000
713370033 Attrited Customer 53 F 0 Graduate Single Less than $40K Blue 40 4 1 4 1438.3 0 1438.3 0.503 2014 53 0.472 0.000 9.9268e-01 0.00732000
710482533 Existing Customer 26 M 0 Unknown Married $120K + Blue 17 4 2 1 30928.0 2005 28923.0 0.520 3863 72 0.756 0.065 6.4745e-05 0.99994000
778830933 Existing Customer 40 M 3 Graduate Married $80K - $120K Blue 21 3 2 0 1804.0 1040 764.0 1.002 5308 78 0.773 0.576 4.3568e-05 0.99996000
736145283 Existing Customer 43 M 2 College Married $80K - $120K Blue 24 6 1 4 1669.0 0 1669.0 0.698 3591 59 0.788 0.000 1.5365e-04 0.99985000
778718658 Existing Customer 33 F 2 High School Divorced Unknown Blue 15 3 3 4 9725.0 0 9725.0 0.750 4062 65 0.711 0.000 5.0163e-04 0.99950000
719482008 Existing Customer 45 M 1 Uneducated Single $60K - $80K Blue 35 5 3 2 21696.0 1036 20660.0 0.965 3354 76 0.854 0.048 1.7360e-04 0.99983000
715004808 Existing Customer 49 F 2 High School Married Less than $40K Blue 39 5 3 1 2992.0 1845 1147.0 0.707 4339 84 0.750 0.617 1.0545e-04 0.99989000
720014358 Existing Customer 38 F 1 Doctorate Single Less than $40K Blue 26 5 2 4 1934.0 985 949.0 0.720 4019 78 0.857 0.509 4.4353e-04 0.99956000
718208358 Existing Customer 43 M 5 Uneducated Married $120K + Blue 31 4 3 4 34516.0 830 33686.0 0.540 3789 57 0.541 0.024 5.4773e-04 0.99945000
713380308 Existing Customer 42 F 4 Uneducated Single Less than $40K Blue 36 6 2 1 1734.0 0 1734.0 0.593 4092 76 1.054 0.000 7.4017e-05 0.99993000
716477133 Existing Customer 42 F 4 Uneducated Single Less than $40K Blue 32 3 3 4 1438.3 838 600.3 0.610 3910 75 0.630 0.583 5.5640e-04 0.99944000
713949858 Attrited Customer 39 F 2 Doctorate Married Less than $40K Blue 36 4 3 4 1438.3 886 552.3 0.240 1674 42 0.312 0.616 9.9866e-01 0.00133669
827619933 Existing Customer 48 M 2 Uneducated Single $40K - $60K Blue 44 3 1 2 9673.0 0 9673.0 0.655 3541 87 0.851 0.000 5.6630e-05 0.99994000
779135808 Existing Customer 56 F 2 Doctorate Single $40K - $60K Blue 38 5 1 4 3609.0 1026 2583.0 0.670 4318 81 0.588 0.284 2.2869e-04 0.99977000
719751483 Attrited Customer 39 F 2 Uneducated Single Less than $40K Blue 36 4 3 1 1438.3 576 862.3 0.849 2567 48 0.600 0.400 9.9111e-01 0.00889000
708219858 Existing Customer 39 M 2 Graduate Single $40K - $60K Blue 26 6 3 2 6423.0 0 6423.0 1.051 4295 70 0.795 0.000 1.7987e-04 0.99982000
779681433 Attrited Customer 48 F 3 Graduate Married $40K - $60K Blue 31 6 3 4 14899.0 0 14899.0 0.381 1519 26 0.368 0.000 9.9814e-01 0.00186317
720169383 Existing Customer 52 F 2 College Married $40K - $60K Blue 41 3 1 1 3224.0 2111 1113.0 0.601 3707 74 0.682 0.655 3.2291e-05 0.99997000
718056033 Existing Customer 44 F 3 High School Married Less than $40K Blue 34 5 3 2 4135.0 1606 2529.0 0.734 3334 56 0.600 0.388 1.8145e-04 0.99982000
789226683 Existing Customer 44 M 1 Unknown Married $60K - $80K Blue 33 6 2 3 4969.0 1187 3782.0 0.714 3878 82 0.783 0.239 1.9751e-04 0.99980000
822902508 Existing Customer 41 F 3 College Single $40K - $60K Blue 37 3 3 3 8376.0 1219 7157.0 0.644 4015 77 0.750 0.146 3.0519e-04 0.99969000
780462183 Existing Customer 44 M 2 Unknown Single $80K - $120K Blue 31 5 5 2 3454.0 2065 1389.0 0.816 4026 67 0.718 0.598 2.2083e-04 0.99978000
715502808 Existing Customer 42 M 3 High School Married $80K - $120K Blue 36 4 3 2 25944.0 1987 23957.0 0.566 4442 76 0.767 0.077 1.8145e-04 0.99982000
788755158 Existing Customer 49 M 3 High School Married $60K - $80K Blue 29 4 3 1 1438.3 535 903.3 0.678 3016 80 0.739 0.372 1.0943e-04 0.99989000
780038058 Attrited Customer 38 F 0 High School Single Less than $40K Blue 22 3 2 5 1556.0 0 1556.0 0.690 2283 46 0.586 0.000 9.9788e-01 0.00211605
709536483 Attrited Customer 57 M 3 Graduate Married $60K - $80K Blue 49 5 0 3 8701.0 215 8486.0 0.527 1999 41 0.414 0.025 9.7266e-01 0.02734000
712563408 Attrited Customer 33 M 2 Uneducated Single $40K - $60K Blue 18 1 1 6 5600.0 2517 3083.0 0.628 2296 46 0.586 0.449 9.9798e-01 0.00202158
771222558 Existing Customer 45 F 3 Graduate Unknown Less than $40K Blue 32 6 1 3 2900.0 2018 882.0 0.705 4467 79 0.756 0.696 9.6126e-05 0.99990000
708145908 Existing Customer 61 F 0 Graduate Married $40K - $60K Blue 50 3 3 0 4906.0 2185 2721.0 0.660 3999 71 1.088 0.445 5.6940e-05 0.99994000
717755058 Existing Customer 41 F 4 Doctorate Single Less than $40K Blue 36 4 3 4 2687.0 1317 1370.0 0.580 4096 76 0.727 0.490 7.8294e-04 0.99922000
789109983 Existing Customer 40 F 3 High School Divorced $40K - $60K Blue 28 4 1 4 4464.0 1418 3046.0 0.920 3870 73 0.460 0.318 1.5942e-04 0.99984000
802600233 Existing Customer 51 F 2 Graduate Single $40K - $60K Blue 45 5 1 3 1438.3 869 569.3 0.791 4124 59 0.967 0.604 9.2637e-05 0.99991000
720449208 Existing Customer 34 F 1 College Married Less than $40K Blue 16 6 1 4 2221.0 1814 407.0 0.820 4758 64 0.641 0.817 1.4422e-04 0.99986000
719557983 Existing Customer 42 M 4 Uneducated Married $60K - $80K Blue 36 5 3 3 2966.0 2371 595.0 0.969 4416 83 0.844 0.799 3.2620e-04 0.99967000
766111383 Existing Customer 38 F 2 High School Married $40K - $60K Blue 31 4 2 4 1593.0 1091 502.0 0.870 4136 67 0.718 0.685 3.1746e-04 0.99968000
789367083 Existing Customer 41 F 2 Uneducated Single Less than $40K Blue 31 5 3 3 2450.0 1490 960.0 0.747 3778 64 0.684 0.608 3.1104e-04 0.99969000
710538183 Existing Customer 53 F 3 Graduate Divorced Less than $40K Blue 42 3 2 4 1529.0 563 966.0 0.785 4220 83 0.844 0.368 3.3886e-04 0.99966000
708534033 Existing Customer 45 F 3 Graduate Single $40K - $60K Blue 36 5 2 2 6274.0 883 5391.0 0.626 4726 82 0.708 0.141 1.1811e-04 0.99988000
716739258 Existing Customer 43 F 4 Unknown Single Less than $40K Blue 33 5 2 4 1438.3 0 1438.3 0.679 3932 62 0.771 0.000 3.7644e-04 0.99962000
788940558 Existing Customer 41 F 3 Graduate Married Less than $40K Blue 27 6 1 2 2134.0 1085 1049.0 0.656 4224 75 1.027 0.508 5.7151e-05 0.99994000
714722808 Existing Customer 50 M 1 College Married $80K - $120K Blue 33 5 3 2 17158.0 1211 15947.0 0.778 4153 91 0.685 0.071 1.6415e-04 0.99984000
713249883 Existing Customer 51 F 2 Uneducated Married $40K - $60K Blue 36 6 3 3 3359.0 873 2486.0 0.785 4572 81 0.688 0.260 3.1104e-04 0.99969000
714207483 Existing Customer 47 M 3 Graduate Married $80K - $120K Blue 41 6 1 4 11997.0 1424 10573.0 0.749 4125 80 0.860 0.119 1.6399e-04 0.99984000
720068808 Existing Customer 41 F 2 Graduate Married Less than $40K Blue 32 3 3 2 3302.0 1980 1322.0 0.625 3899 65 0.711 0.600 1.7987e-04 0.99982000
778601733 Attrited Customer 55 F 3 High School Single $40K - $60K Blue 47 5 4 3 2687.0 1689 998.0 0.714 2370 34 0.789 0.629 9.9730e-01 0.00270332
709779258 Existing Customer 53 F 3 Post-Graduate Married Less than $40K Blue 43 4 3 4 1438.3 0 1438.3 0.939 4075 71 0.614 0.000 6.2998e-04 0.99937000
713696808 Attrited Customer 46 F 3 High School Married Less than $40K Blue 39 3 3 0 1801.0 316 1485.0 0.494 2252 42 0.400 0.175 9.8528e-01 0.01472000
720044658 Attrited Customer 53 M 1 Post-Graduate Single $60K - $80K Blue 46 6 2 4 4573.0 2076 2497.0 0.839 2720 46 0.484 0.454 9.9724e-01 0.00276400
716373483 Attrited Customer 48 F 5 Graduate Married Less than $40K Blue 40 4 3 2 2860.0 2517 343.0 0.380 1544 45 0.364 0.880 9.9464e-01 0.00536000
714305508 Existing Customer 46 F 3 Uneducated Married $40K - $60K Blue 36 6 3 2 13387.0 0 13387.0 0.746 3706 81 0.620 0.000 1.9191e-04 0.99981000
712202433 Existing Customer 46 F 2 High School Single Less than $40K Blue 36 3 3 4 2283.0 1020 1263.0 0.944 3687 68 1.125 0.447 5.0163e-04 0.99950000
716600733 Attrited Customer 47 F 4 Unknown Married Less than $40K Blue 36 3 3 3 2033.0 228 1805.0 0.904 2572 43 0.720 0.112 9.9714e-01 0.00285845
778372158 Existing Customer 49 F 5 High School Married $40K - $60K Blue 33 6 3 2 2506.0 1549 957.0 0.752 4747 91 0.936 0.618 1.8053e-04 0.99982000
714176133 Existing Customer 47 F 1 Uneducated Single Less than $40K Blue 36 5 2 3 1438.3 735 703.3 0.762 4220 87 0.673 0.511 1.8475e-04 0.99982000
708969633 Existing Customer 42 M 4 Uneducated Unknown $80K - $120K Blue 36 6 5 1 2447.0 2195 252.0 0.717 4544 80 0.667 0.897 1.3065e-04 0.99987000
715765758 Existing Customer 54 F 2 Uneducated Single Less than $40K Blue 41 5 2 4 1438.3 814 624.3 0.675 4217 72 0.500 0.566 3.3577e-04 0.99966000
803097333 Existing Customer 41 M 2 Graduate Married $80K - $120K Blue 35 3 3 4 10873.0 1514 9359.0 0.879 5089 82 0.783 0.139 5.1600e-04 0.99948000
710411358 Attrited Customer 39 F 4 College Married $40K - $60K Blue 28 4 2 4 7596.0 2199 5397.0 0.633 2164 45 0.500 0.289 9.9701e-01 0.00299329
715660308 Attrited Customer 54 F 3 College Married Less than $40K Blue 44 5 3 2 2921.0 2412 509.0 0.823 2612 33 0.375 0.826 9.9452e-01 0.00548000
711866358 Existing Customer 42 F 3 High School Single $40K - $60K Blue 30 4 2 3 10136.0 0 10136.0 0.428 4429 78 0.472 0.000 1.9311e-04 0.99981000
710738883 Existing Customer 52 F 3 High School Married Less than $40K Blue 36 4 2 3 2187.0 1094 1093.0 0.843 4222 61 0.649 0.500 1.9311e-04 0.99981000
717822108 Existing Customer 60 F 0 Uneducated Single Less than $40K Blue 48 3 2 3 3302.0 2517 785.0 0.785 4613 85 0.932 0.762 1.6891e-04 0.99983000
714407058 Existing Customer 40 M 3 Uneducated Divorced $80K - $120K Blue 29 3 2 1 30997.0 2330 28667.0 0.650 3821 81 0.841 0.075 7.3235e-05 0.99993000
710744433 Existing Customer 48 F 1 Uneducated Single Less than $40K Blue 38 5 2 0 2578.0 2424 154.0 0.517 4077 78 0.625 0.940 4.0521e-05 0.99996000
778959258 Attrited Customer 51 F 1 Unknown Married Less than $40K Blue 32 5 3 3 1438.3 0 1438.3 0.905 2585 45 0.500 0.000 9.9681e-01 0.00319278
713320008 Existing Customer 48 M 3 Graduate Single $80K - $120K Blue 37 3 3 2 3034.0 468 2566.0 0.553 4172 66 0.784 0.154 1.8665e-04 0.99981000
766795983 Existing Customer 46 F 1 Unknown Single Less than $40K Blue 40 4 2 2 1438.3 0 1438.3 0.756 4692 91 0.596 0.000 1.1743e-04 0.99988000
716256483 Existing Customer 50 F 2 Graduate Single Unknown Blue 36 6 2 4 2611.0 1824 787.0 0.711 4232 80 0.633 0.699 3.2656e-04 0.99967000
712364283 Existing Customer 54 F 2 Doctorate Married $40K - $60K Blue 43 5 3 2 2222.0 1398 824.0 0.785 3960 79 0.756 0.629 2.6028e-04 0.99974000
714620358 Attrited Customer 37 F 2 Graduate Divorced Less than $40K Blue 30 3 3 4 3328.0 2517 811.0 0.553 2196 47 0.621 0.756 9.9807e-01 0.00193323
709145958 Attrited Customer 43 F 3 Unknown Married Less than $40K Blue 36 2 2 2 2440.0 1002 1438.0 0.061 1533 42 0.105 0.411 9.9236e-01 0.00764000
709787733 Existing Customer 54 F 4 College Single Unknown Blue 48 3 2 2 9723.0 1307 8416.0 0.803 4043 76 0.900 0.134 1.1605e-04 0.99988000
809071083 Existing Customer 60 F 1 Graduate Single Less than $40K Blue 55 4 1 0 2346.0 2150 196.0 0.666 4592 90 0.800 0.916 1.9069e-05 0.99998000
721165608 Existing Customer 51 M 2 Graduate Married $60K - $80K Silver 36 3 6 3 26142.0 0 26142.0 0.651 3969 78 0.902 0.000 2.1578e-04 0.99978000
716668308 Attrited Customer 39 F 4 High School Single Unknown Blue 36 3 2 4 12405.0 0 12405.0 0.949 3151 39 0.444 0.000 9.9701e-01 0.00299357
708760458 Existing Customer 47 M 1 High School Single $80K - $120K Blue 36 4 3 4 17655.0 0 17655.0 0.583 3692 79 0.549 0.000 4.7086e-04 0.99953000
720333783 Existing Customer 51 F 2 Unknown Married Less than $40K Blue 33 3 1 4 4941.0 786 4155.0 0.833 3822 50 1.083 0.159 1.7371e-04 0.99983000
789212883 Attrited Customer 30 F 1 Uneducated Divorced Less than $40K Blue 19 6 1 2 1644.0 0 1644.0 0.820 2533 44 0.517 0.000 9.8154e-01 0.01846000
711341433 Existing Customer 34 F 2 Graduate Single Unknown Blue 24 6 3 3 3095.0 2010 1085.0 0.668 3901 77 0.711 0.649 3.0251e-04 0.99970000
720235608 Existing Customer 60 F 0 Graduate Unknown Less than $40K Blue 36 4 3 1 3828.0 0 3828.0 0.599 4470 58 0.812 0.000 9.3087e-05 0.99991000
716890533 Existing Customer 49 F 2 Uneducated Single Less than $40K Blue 36 6 2 2 2182.0 1722 460.0 0.937 5377 86 0.654 0.789 1.1703e-04 0.99988000
708491508 Existing Customer 51 M 2 Unknown Single $60K - $80K Blue 42 3 3 2 13906.0 1430 12476.0 0.772 3856 68 1.061 0.103 1.9771e-04 0.99980000
718542858 Existing Customer 50 M 1 High School Married $80K - $120K Blue 36 6 3 2 10588.0 994 9594.0 0.786 4623 84 0.585 0.094 1.6413e-04 0.99984000
717750858 Existing Customer 32 F 2 Post-Graduate Single Less than $40K Blue 16 3 3 2 2973.0 2446 527.0 0.612 3769 78 0.950 0.823 2.1165e-04 0.99979000
712450008 Attrited Customer 50 F 2 Post-Graduate Married Unknown Blue 36 5 2 4 4045.0 0 4045.0 0.660 2438 41 0.464 0.000 9.9741e-01 0.00259482
827628408 Existing Customer 40 M 4 Graduate Married $80K - $120K Blue 36 3 3 2 2165.0 1465 700.0 0.622 3672 64 0.730 0.677 1.8864e-04 0.99981000
713492583 Attrited Customer 34 F 2 Graduate Married Less than $40K Blue 29 5 2 2 5845.0 0 5845.0 0.504 2308 35 0.591 0.000 9.9129e-01 0.00871000
718054833 Existing Customer 50 M 2 Unknown Single $120K + Blue 37 6 3 4 15341.0 1016 14325.0 0.709 2916 65 0.548 0.066 5.6716e-04 0.99943000
788770908 Existing Customer 45 M 4 College Married $60K - $80K Blue 26 6 2 2 3035.0 1498 1537.0 0.903 4275 67 0.675 0.494 1.1605e-04 0.99988000
710175783 Existing Customer 45 F 3 High School Single Unknown Blue 25 4 2 1 1986.0 1042 944.0 0.593 4303 59 0.788 0.525 6.9242e-05 0.99993000
715429608 Existing Customer 45 F 3 College Married Less than $40K Blue 37 4 3 1 4602.0 1517 3085.0 1.292 3520 66 1.000 0.330 1.0944e-04 0.99989000
714058308 Attrited Customer 43 F 5 Uneducated Single Less than $40K Blue 36 5 3 4 2689.0 2384 305.0 0.365 1941 53 0.656 0.887 9.9818e-01 0.00182139
717965808 Existing Customer 65 M 0 Unknown Single $40K - $60K Blue 54 5 1 4 9383.0 829 8554.0 0.515 5783 73 0.622 0.088 1.4907e-04 0.99985000
709265208 Existing Customer 47 F 4 Graduate Single Less than $40K Blue 37 4 3 2 1438.3 780 658.3 0.660 4422 59 0.844 0.542 1.8864e-04 0.99981000
713114133 Attrited Customer 42 F 2 Uneducated Single Less than $40K Blue 23 4 2 3 1443.0 0 1443.0 0.529 2092 38 0.310 0.000 9.9495e-01 0.00505000
721349883 Existing Customer 51 F 4 Graduate Single Less than $40K Blue 39 3 2 1 2847.0 2082 765.0 0.787 3672 59 0.553 0.731 7.1987e-05 0.99993000
758965158 Existing Customer 44 M 5 High School Single $80K - $120K Blue 37 4 2 3 15638.0 1729 13909.0 0.843 4396 83 0.566 0.111 1.9213e-04 0.99981000
749722908 Existing Customer 43 M 2 Post-Graduate Married $120K + Blue 36 3 3 2 10700.0 1346 9354.0 0.639 4054 68 0.700 0.126 2.1165e-04 0.99979000
709495833 Attrited Customer 44 F 2 Graduate Single Less than $40K Blue 36 5 2 4 1438.3 0 1438.3 0.421 1944 36 0.500 0.000 9.9695e-01 0.00305189
717575958 Attrited Customer 50 F 1 Post-Graduate Married $40K - $60K Blue 41 6 3 3 1694.0 479 1215.0 0.838 2349 42 0.312 0.283 9.9702e-01 0.00298315
714406158 Attrited Customer 53 F 3 High School Divorced Unknown Blue 36 4 3 6 7939.0 0 7939.0 0.551 2269 42 0.312 0.000 9.9937e-01 0.00063174
767243208 Existing Customer 42 F 3 Graduate Single Less than $40K Blue 35 3 2 2 2555.0 1587 968.0 1.088 4193 79 0.881 0.621 1.1811e-04 0.99988000
711515433 Existing Customer 55 F 2 Unknown Single Less than $40K Blue 36 3 1 2 2850.0 2517 333.0 0.625 4320 85 0.735 0.883 6.0540e-05 0.99994000
720190908 Existing Customer 59 M 1 High School Single $60K - $80K Blue 51 6 2 4 8973.0 1300 7673.0 0.568 4699 72 0.714 0.145 2.9799e-04 0.99970000
818814933 Existing Customer 58 F 1 Unknown Single $40K - $60K Blue 53 3 3 1 6960.0 1536 5424.0 0.437 3112 79 0.549 0.221 1.1192e-04 0.99989000
719794383 Existing Customer 60 F 2 College Married Less than $40K Blue 41 6 2 2 4167.0 0 4167.0 0.917 5039 85 0.809 0.000 1.1066e-04 0.99989000
709766808 Existing Customer 49 F 2 Uneducated Married Unknown Blue 36 4 3 2 5099.0 1178 3921.0 0.912 3819 82 0.864 0.231 1.8494e-04 0.99982000
709666908 Existing Customer 42 F 4 Graduate Divorced Unknown Blue 36 3 3 1 2782.0 1782 1000.0 0.853 4669 93 0.755 0.641 1.1377e-04 0.99989000
794653983 Existing Customer 44 F 3 Graduate Married Less than $40K Blue 27 3 1 4 1480.0 1017 463.0 1.008 5245 80 0.860 0.687 1.6399e-04 0.99984000
716593533 Existing Customer 56 M 1 High School Single $80K - $120K Blue 45 4 1 3 5070.0 0 5070.0 1.010 3651 76 0.652 0.000 8.4530e-05 0.99992000
714113658 Existing Customer 52 M 2 Unknown Single $80K - $120K Blue 41 3 3 1 2757.0 1425 1332.0 0.574 3992 76 1.054 0.517 1.1924e-04 0.99988000
708776658 Existing Customer 54 M 2 Unknown Married $80K - $120K Blue 43 6 3 2 5774.0 1519 4255.0 0.458 4444 70 0.667 0.263 1.9771e-04 0.99980000
712225008 Existing Customer 55 M 2 Graduate Married $60K - $80K Blue 44 6 6 3 6054.0 1103 4951.0 0.613 3998 80 0.739 0.182 2.3881e-04 0.99976000
787450758 Existing Customer 57 M 1 Unknown Single $60K - $80K Blue 43 3 3 1 19090.0 0 19090.0 0.530 4712 88 0.517 0.000 1.1192e-04 0.99989000
789099783 Existing Customer 43 F 2 Unknown Married Less than $40K Blue 31 6 3 3 2069.0 839 1230.0 0.923 4117 70 0.707 0.406 3.3251e-04 0.99967000
711751533 Existing Customer 47 F 4 Graduate Married Less than $40K Blue 37 3 1 3 2447.0 1973 474.0 0.476 4784 75 0.562 0.806 9.7154e-05 0.99990000
708367908 Existing Customer 56 F 1 Uneducated Married Less than $40K Blue 47 6 1 2 3022.0 1627 1395.0 0.835 4390 82 0.783 0.538 5.3155e-05 0.99995000
714951858 Existing Customer 44 F 2 Graduate Married Less than $40K Blue 36 5 1 3 4473.0 0 4473.0 0.543 4047 56 0.750 0.000 9.2637e-05 0.99991000
720436008 Existing Customer 54 F 1 Doctorate Unknown Less than $40K Blue 43 4 6 4 5267.0 0 5267.0 0.631 4196 81 0.588 0.000 5.5326e-04 0.99945000
718984533 Existing Customer 37 M 3 Graduate Single $80K - $120K Blue 29 6 2 4 7199.0 1274 5925.0 0.639 4552 100 0.786 0.177 3.3886e-04 0.99966000
716982483 Existing Customer 49 F 2 Graduate Married Less than $40K Blue 38 3 4 2 1438.3 0 1438.3 0.584 4497 79 0.612 0.000 2.1738e-04 0.99978000
708681708 Attrited Customer 51 F 2 Unknown Single Less than $40K Blue 43 5 3 2 3245.0 0 3245.0 0.553 1977 29 0.261 0.000 9.9497e-01 0.00503000
720202008 Existing Customer 47 F 5 Unknown Single $40K - $60K Blue 40 4 3 4 3888.0 2517 1371.0 0.641 4377 88 0.725 0.647 5.8553e-04 0.99941000
714483033 Existing Customer 45 F 5 Unknown Married Unknown Blue 40 3 2 2 14728.0 0 14728.0 0.708 4660 85 0.735 0.000 1.2916e-04 0.99987000
711468708 Attrited Customer 38 F 4 High School Single $40K - $60K Blue 31 4 3 2 1438.3 0 1438.3 0.406 1986 52 0.486 0.000 9.9458e-01 0.00542000
821724483 Attrited Customer 48 M 4 Unknown Single $40K - $60K Blue 43 2 3 2 11272.0 1744 9528.0 0.347 1455 34 0.214 0.155 9.9520e-01 0.00479863
716402508 Existing Customer 49 F 3 Graduate Unknown Less than $40K Blue 36 4 3 3 2705.0 1681 1024.0 0.577 4265 87 0.776 0.621 3.1390e-04 0.99969000
721189008 Existing Customer 41 M 4 Graduate Married $80K - $120K Blue 27 4 2 4 12270.0 0 12270.0 0.543 4578 67 0.811 0.000 3.4248e-04 0.99966000
712867983 Existing Customer 54 F 2 Uneducated Single Less than $40K Blue 43 6 1 4 3006.0 633 2373.0 0.733 5177 66 0.650 0.211 1.6249e-04 0.99984000
713814408 Existing Customer 39 M 2 Uneducated Single $80K - $120K Blue 36 6 2 4 7901.0 1184 6717.0 0.863 3667 66 0.784 0.150 3.3577e-04 0.99966000
716671983 Existing Customer 38 M 0 High School Single $80K - $120K Blue 29 3 3 2 5983.0 1885 4098.0 0.601 4141 65 0.711 0.315 1.5005e-04 0.99985000
708252108 Existing Customer 64 M 0 College Single $40K - $60K Blue 53 6 3 2 7362.0 1907 5455.0 0.693 4065 65 0.711 0.259 1.5007e-04 0.99985000
717212958 Existing Customer 55 M 2 Doctorate Single $80K - $120K Blue 36 6 3 3 3046.0 2415 631.0 0.492 3153 57 0.583 0.793 4.3772e-04 0.99956000
713048733 Existing Customer 50 M 2 Uneducated Married $120K + Blue 40 3 1 1 34516.0 1871 32645.0 0.356 4054 75 0.364 0.054 3.4150e-05 0.99997000
779841483 Attrited Customer 55 F 1 Doctorate Married Unknown Blue 39 1 3 3 12972.0 1424 11548.0 0.525 2238 36 0.200 0.110 9.9757e-01 0.00242697
710701233 Existing Customer 44 F 5 Graduate Single Unknown Blue 37 3 1 1 17785.0 1259 16526.0 0.806 3890 72 1.118 0.071 3.4290e-05 0.99997000
718837683 Existing Customer 55 M 2 High School Single $120K + Blue 49 6 3 4 3029.0 1505 1524.0 0.560 2394 50 0.471 0.497 5.0163e-04 0.99950000
718127958 Existing Customer 58 M 0 Graduate Divorced Unknown Blue 36 4 2 2 9097.0 1656 7441.0 0.813 4174 85 0.700 0.182 9.7673e-05 0.99990000
718685358 Existing Customer 51 F 2 Uneducated Single Less than $40K Blue 44 6 1 4 1438.3 0 1438.3 0.827 4488 84 0.826 0.000 1.6249e-04 0.99984000
771559158 Existing Customer 58 M 3 Uneducated Unknown $80K - $120K Blue 46 3 1 3 2375.0 1163 1212.0 0.917 4769 80 0.905 0.490 9.8837e-05 0.99990000
710138883 Attrited Customer 47 F 3 Graduate Unknown Less than $40K Blue 36 5 2 2 8109.0 0 8109.0 0.601 1835 43 0.344 0.000 9.9161e-01 0.00839000
711197658 Existing Customer 53 F 1 Post-Graduate Single $40K - $60K Blue 43 5 1 0 2618.0 2026 592.0 0.669 4198 68 0.619 0.774 2.2438e-05 0.99998000
709045683 Existing Customer 42 F 3 Uneducated Married Unknown Blue 30 3 2 1 3549.0 0 3549.0 0.584 3921 63 0.800 0.000 7.3235e-05 0.99993000
708272808 Existing Customer 45 M 5 Graduate Single Less than $40K Blue 36 4 2 1 2718.0 1474 1244.0 0.710 3542 59 0.639 0.542 7.0865e-05 0.99993000
720292983 Existing Customer 60 F 0 Graduate Married Less than $40K Blue 51 6 1 2 2230.0 1796 434.0 0.637 4929 61 0.488 0.805 4.7263e-05 0.99995000
709112508 Attrited Customer 42 F 3 College Single Less than $40K Blue 36 3 3 4 3802.0 1300 2502.0 0.627 2165 36 0.385 0.342 9.9808e-01 0.00191630
712840608 Existing Customer 55 F 2 Uneducated Married Less than $40K Blue 43 6 2 3 2736.0 993 1743.0 1.060 4078 85 0.977 0.363 1.9683e-04 0.99980000
788920308 Existing Customer 51 F 2 High School Married Less than $40K Blue 37 3 2 1 2258.0 1250 1008.0 0.611 4368 75 0.596 0.554 6.6728e-05 0.99993000
718160358 Attrited Customer 51 F 1 Graduate Married Less than $40K Blue 39 5 3 2 1438.3 0 1438.3 0.885 2492 35 0.296 0.000 9.9411e-01 0.00589000
719325783 Attrited Customer 65 M 2 Unknown Single Less than $40K Blue 36 4 2 3 2954.0 2517 437.0 0.619 1909 28 0.474 0.852 9.9527e-01 0.00472896
712885533 Existing Customer 50 M 4 Graduate Married $80K - $120K Blue 31 6 3 2 11882.0 1472 10410.0 0.413 3291 62 0.722 0.124 1.8864e-04 0.99981000
719268333 Existing Customer 49 F 3 Uneducated Married Less than $40K Blue 36 5 3 4 1438.3 0 1438.3 0.929 4205 88 0.660 0.000 5.5052e-04 0.99945000
721004133 Existing Customer 38 F 2 Graduate Single Less than $40K Blue 25 6 2 2 1438.3 538 900.3 0.675 4093 73 0.659 0.374 1.1382e-04 0.99989000
714103908 Existing Customer 54 F 3 Doctorate Single Less than $40K Blue 36 4 2 2 2778.0 743 2035.0 0.812 4515 74 0.510 0.267 1.7091e-04 0.99983000
771502383 Existing Customer 54 F 1 High School Married Less than $40K Blue 42 3 5 4 2474.0 1539 935.0 0.649 4884 80 0.509 0.622 5.2589e-04 0.99947000
713014533 Existing Customer 54 F 3 Unknown Single $40K - $60K Blue 43 6 3 4 5632.0 1596 4036.0 0.951 3557 64 1.065 0.283 5.8851e-04 0.99941000
713980383 Attrited Customer 49 F 3 Graduate Single Unknown Blue 38 1 2 4 11025.0 0 11025.0 0.501 1902 28 0.273 0.000 9.9706e-01 0.00294141
711294258 Existing Customer 43 F 1 Graduate Single Less than $40K Blue 38 3 3 3 2642.0 2377 265.0 0.829 4780 88 0.725 0.900 2.8395e-04 0.99972000
719954733 Existing Customer 43 M 2 Graduate Married $80K - $120K Blue 28 5 6 3 30357.0 1255 29102.0 0.788 4435 68 0.889 0.041 2.3881e-04 0.99976000
711561933 Existing Customer 57 F 1 Uneducated Divorced Less than $40K Blue 47 6 6 1 2201.0 1420 781.0 0.762 4256 70 0.591 0.645 8.2643e-05 0.99992000
826077033 Attrited Customer 46 F 2 Unknown Married Less than $40K Blue 42 1 0 4 2002.0 0 2002.0 0.803 2423 39 0.857 0.000 9.8468e-01 0.01532000
711555483 Existing Customer 43 F 3 High School Unknown Unknown Blue 36 3 3 2 8777.0 2517 6260.0 0.696 4551 83 0.729 0.287 1.8145e-04 0.99982000
715194183 Attrited Customer 53 F 2 Unknown Single Less than $40K Blue 36 3 3 4 2575.0 411 2164.0 0.833 2423 43 0.593 0.160 9.9824e-01 0.00175907
716929233 Existing Customer 43 F 3 Post-Graduate Single $40K - $60K Blue 24 3 3 4 5182.0 1607 3575.0 0.874 5235 92 0.586 0.310 6.2998e-04 0.99937000
709014558 Existing Customer 49 M 2 Uneducated Married $60K - $80K Blue 42 3 3 2 3783.0 0 3783.0 0.590 4383 82 0.783 0.000 1.8494e-04 0.99982000
710636208 Existing Customer 51 M 3 Uneducated Married $120K + Blue 40 3 5 3 34516.0 0 34516.0 0.922 3847 74 0.805 0.000 3.6048e-04 0.99964000
815525508 Existing Customer 46 F 3 High School Unknown Less than $40K Blue 41 2 1 4 1515.0 0 1515.0 0.819 3894 60 0.818 0.000 1.5942e-04 0.99984000
718746933 Existing Customer 56 F 3 High School Married Less than $40K Blue 47 6 3 4 2865.0 2022 843.0 0.547 3441 66 0.650 0.706 5.2052e-04 0.99948000
715686183 Existing Customer 46 F 4 Graduate Single $40K - $60K Blue 34 6 2 1 2711.0 0 2711.0 0.636 4795 65 1.031 0.000 7.1987e-05 0.99993000
741778458 Existing Customer 54 F 2 Unknown Single Less than $40K Blue 47 3 2 3 2341.0 1550 791.0 0.656 3406 57 1.478 0.662 2.1042e-04 0.99979000
801056358 Existing Customer 51 M 1 High School Single $80K - $120K Blue 45 6 1 3 13287.0 1864 11423.0 0.603 3851 75 0.705 0.140 8.4530e-05 0.99992000
709486158 Existing Customer 33 F 3 Graduate Married Less than $40K Blue 20 5 1 3 1438.3 0 1438.3 0.896 4530 72 0.636 0.000 9.6126e-05 0.99990000
713826183 Attrited Customer 41 M 3 High School Unknown $40K - $60K Blue 33 4 3 4 1639.0 0 1639.0 0.481 2242 44 0.571 0.000 9.9808e-01 0.00191647
803342358 Existing Customer 55 M 3 Graduate Married $60K - $80K Blue 49 3 1 4 5668.0 2517 3151.0 0.704 3382 56 0.931 0.444 1.6399e-04 0.99984000
780292683 Attrited Customer 55 M 1 Uneducated Single $120K + Blue 41 3 4 4 24542.0 2354 22188.0 0.314 984 24 0.263 0.096 9.9834e-01 0.00165792
788646858 Existing Customer 41 F 3 Graduate Married Less than $40K Blue 29 6 3 1 1959.0 1268 691.0 0.731 4275 61 0.649 0.647 1.1256e-04 0.99989000
711116133 Attrited Customer 50 F 1 Uneducated Single Less than $40K Blue 37 3 2 4 1838.0 0 1838.0 0.743 2461 47 1.136 0.000 9.9684e-01 0.00316190
708584208 Attrited Customer 36 F 2 Graduate Unknown Less than $40K Blue 36 5 2 4 3111.0 2517 594.0 0.646 2367 41 0.519 0.809 9.9695e-01 0.00305189
789097833 Existing Customer 39 F 0 High School Single Less than $40K Blue 27 4 3 3 3927.0 720 3207.0 0.630 4230 93 0.898 0.183 2.5237e-04 0.99975000
709443633 Existing Customer 38 F 1 Uneducated Married Less than $40K Blue 26 5 1 1 4345.0 838 3507.0 0.593 4770 62 0.722 0.193 3.2055e-05 0.99997000
767280633 Existing Customer 46 F 2 Graduate Unknown Less than $40K Blue 39 5 2 2 3003.0 1454 1549.0 0.595 4378 96 0.548 0.484 1.1382e-04 0.99989000
713096583 Attrited Customer 40 F 1 High School Single Less than $40K Blue 36 4 3 2 1438.3 544 894.3 0.543 2294 40 0.739 0.378 9.9395e-01 0.00605000
721033908 Existing Customer 58 M 1 Uneducated Single $60K - $80K Blue 46 6 3 1 2541.0 1053 1488.0 0.926 4552 82 0.745 0.414 1.0469e-04 0.99990000
756025233 Attrited Customer 43 F 4 Uneducated Single Less than $40K Blue 36 5 3 2 2422.0 1014 1408.0 0.688 2437 44 0.467 0.419 9.9487e-01 0.00513000
711977508 Attrited Customer 56 F 2 Uneducated Single Less than $40K Blue 43 1 2 4 1440.0 1211 229.0 0.465 2141 40 0.481 0.841 9.9703e-01 0.00296843
772076208 Existing Customer 58 M 4 College Single $80K - $120K Blue 47 6 3 0 26108.0 1146 24962.0 0.476 3677 70 0.892 0.044 6.7657e-05 0.99993000
710666583 Attrited Customer 29 F 1 Uneducated Single Less than $40K Blue 36 3 2 4 2516.0 2312 204.0 0.625 2321 36 0.500 0.919 9.9684e-01 0.00316190
712369308 Attrited Customer 48 F 4 Doctorate Divorced $40K - $60K Blue 35 4 3 2 3646.0 1047 2599.0 0.633 1969 38 0.520 0.287 9.9635e-01 0.00364906
794784633 Existing Customer 61 F 0 Uneducated Single $40K - $60K Blue 55 6 1 2 2214.0 2123 91.0 0.640 4478 77 0.791 0.959 4.8595e-05 0.99995000
716437533 Existing Customer 51 M 2 College Single $80K - $120K Blue 43 5 3 3 11862.0 0 11862.0 0.520 4101 88 0.660 0.000 2.9411e-04 0.99971000
715109508 Existing Customer 44 F 3 College Married Unknown Blue 36 3 1 4 8729.0 1427 7302.0 0.829 5347 96 0.524 0.163 1.5944e-04 0.99984000
795392433 Existing Customer 35 F 2 Uneducated Single Unknown Blue 29 3 1 1 2423.0 0 2423.0 0.663 4651 69 0.568 0.000 3.4150e-05 0.99997000
712721358 Attrited Customer 48 F 3 Uneducated Divorced Less than $40K Blue 36 5 3 2 4073.0 2517 1556.0 0.575 2059 43 0.433 0.618 9.9482e-01 0.00518000
720118908 Existing Customer 26 M 0 Graduate Married Less than $40K Blue 36 5 2 4 9916.0 0 9916.0 0.793 3477 65 0.667 0.000 2.8024e-04 0.99972000
799486158 Existing Customer 39 F 1 Graduate Married Less than $40K Blue 29 4 2 4 1438.3 949 489.3 0.736 4222 65 0.667 0.660 3.0653e-04 0.99969000
718980633 Existing Customer 38 M 2 College Married $80K - $120K Blue 36 3 3 3 6452.0 1151 5301.0 0.884 4835 84 0.714 0.178 2.9411e-04 0.99971000
717336408 Attrited Customer 51 F 1 Doctorate Single Less than $40K Blue 45 5 3 1 1952.0 1411 541.0 0.642 2452 44 0.630 0.723 9.9326e-01 0.00674000
709546608 Existing Customer 37 F 2 Uneducated Married Less than $40K Blue 36 6 5 4 1438.3 647 791.3 0.889 4803 64 0.684 0.450 5.9255e-04 0.99941000
823624158 Existing Customer 53 F 2 Doctorate Single Unknown Blue 49 3 2 2 4500.0 0 4500.0 0.761 4579 78 0.814 0.000 1.6471e-04 0.99984000
771688983 Existing Customer 53 F 2 High School Single Less than $40K Blue 41 4 1 2 2252.0 1811 441.0 0.680 4201 68 1.125 0.804 5.3542e-05 0.99995000
708701358 Existing Customer 39 F 2 Uneducated Single Less than $40K Blue 36 3 2 3 2370.0 2031 339.0 0.889 4000 79 0.975 0.857 1.9683e-04 0.99980000
712048008 Existing Customer 56 F 4 High School Single $40K - $60K Blue 44 3 2 2 2610.0 1988 622.0 0.576 4127 69 0.533 0.762 1.1604e-04 0.99988000
710712783 Existing Customer 52 F 4 Unknown Married Less than $40K Blue 41 3 3 3 2294.0 1787 507.0 0.748 3904 76 0.854 0.779 3.4872e-04 0.99965000
716626008 Existing Customer 51 F 2 Graduate Divorced Unknown Blue 36 4 3 4 5062.0 1659 3403.0 0.836 4243 102 0.672 0.328 5.1600e-04 0.99948000
718284408 Existing Customer 43 F 3 Unknown Married Less than $40K Blue 30 5 2 2 2415.0 1452 963.0 0.609 3970 68 0.619 0.601 1.2982e-04 0.99987000
717414933 Existing Customer 51 F 1 High School Single Less than $40K Blue 45 3 3 3 2918.0 2049 869.0 0.501 3818 61 0.605 0.702 2.7604e-04 0.99972000
713032233 Existing Customer 53 F 2 Graduate Single Less than $40K Blue 36 5 1 4 2708.0 2271 437.0 0.610 4812 83 0.766 0.839 1.5804e-04 0.99984000
714234858 Existing Customer 54 F 3 High School Married Less than $40K Blue 36 5 1 4 3666.0 1739 1927.0 0.779 4735 84 0.826 0.474 1.5942e-04 0.99984000
714818058 Existing Customer 36 F 4 High School Married $40K - $60K Blue 30 3 3 1 1438.3 0 1438.3 0.710 4591 74 0.644 0.000 1.1060e-04 0.99989000
708731658 Attrited Customer 53 F 0 High School Married Less than $40K Blue 41 3 3 4 1438.3 0 1438.3 0.387 1587 42 0.448 0.000 9.9768e-01 0.00231656
708706833 Attrited Customer 39 F 3 Uneducated Divorced Unknown Blue 36 4 3 3 2809.0 0 2809.0 0.854 2466 40 0.538 0.000 9.9691e-01 0.00308778
780100533 Existing Customer 46 M 3 Graduate Married $80K - $120K Blue 31 5 2 4 26303.0 2376 23927.0 0.583 3586 67 0.914 0.090 3.3886e-04 0.99966000
711712983 Existing Customer 56 M 2 Graduate Single $80K - $120K Blue 46 6 2 3 15982.0 0 15982.0 0.687 4503 80 0.667 0.000 1.9143e-04 0.99981000
712549758 Existing Customer 40 F 4 Graduate Married Unknown Blue 25 6 2 1 25060.0 0 25060.0 0.758 3749 61 0.743 0.000 7.1987e-05 0.99993000
713348433 Existing Customer 42 F 3 High School Single $40K - $60K Blue 29 6 3 2 1545.0 751 794.0 0.551 4477 62 0.590 0.486 1.8145e-04 0.99982000
820599333 Existing Customer 43 F 5 Graduate Single Less than $40K Blue 38 6 2 2 1438.3 604 834.3 0.771 4469 85 0.932 0.420 1.1751e-04 0.99988000
787261008 Existing Customer 43 M 1 Post-Graduate Unknown $60K - $80K Blue 37 4 3 4 4112.0 1128 2984.0 0.587 4446 75 0.667 0.274 5.6988e-04 0.99943000
778343958 Existing Customer 47 F 3 Graduate Married Less than $40K Blue 27 3 3 0 1451.0 0 1451.0 0.500 3866 72 0.714 0.000 6.8853e-05 0.99993000
788407833 Existing Customer 49 F 4 Graduate Single Unknown Blue 42 5 3 2 16424.0 1368 15056.0 0.550 4025 79 0.881 0.083 1.8864e-04 0.99981000
760807608 Existing Customer 48 F 4 Uneducated Married Less than $40K Blue 41 5 3 4 2340.0 1680 660.0 0.791 4751 83 0.804 0.718 5.5640e-04 0.99944000
771108933 Existing Customer 47 F 4 Graduate Married Less than $40K Blue 34 5 3 4 1926.0 879 1047.0 0.536 4385 71 0.614 0.456 5.4115e-04 0.99946000
715954158 Attrited Customer 48 M 3 Post-Graduate Married $40K - $60K Blue 36 3 2 4 2954.0 931 2023.0 0.575 2433 29 0.381 0.315 9.9750e-01 0.00250084
715499058 Attrited Customer 36 F 2 High School Married $40K - $60K Blue 36 4 3 2 1848.0 0 1848.0 0.906 2775 33 0.435 0.000 9.9431e-01 0.00569000
717995958 Existing Customer 47 F 3 Unknown Married Unknown Blue 38 5 1 4 1634.0 1463 171.0 0.873 4397 72 0.565 0.895 1.8025e-04 0.99982000
718736883 Existing Customer 49 F 3 Uneducated Single Less than $40K Blue 36 4 1 4 4328.0 2058 2270.0 0.835 3421 61 1.033 0.476 1.6861e-04 0.99983000
721045608 Existing Customer 51 F 3 High School Married Less than $40K Blue 32 6 3 3 2943.0 2131 812.0 0.597 4554 75 0.562 0.724 3.0516e-04 0.99969000
715215108 Existing Customer 54 F 2 Unknown Married Less than $40K Blue 46 4 3 3 2611.0 1573 1038.0 0.902 4899 68 0.581 0.602 3.3251e-04 0.99967000
795823383 Existing Customer 43 F 4 Graduate Single Less than $40K Blue 37 5 1 3 2419.0 0 2419.0 0.762 3888 63 0.853 0.000 9.7154e-05 0.99990000
718338708 Existing Customer 49 F 1 Graduate Married $40K - $60K Blue 38 5 2 2 5481.0 0 5481.0 0.784 3380 73 0.780 0.000 1.0684e-04 0.99989000
713588958 Existing Customer 40 F 4 Unknown Single Less than $40K Blue 25 4 1 1 2129.0 1507 622.0 0.636 3655 70 0.667 0.708 3.8289e-05 0.99996000
710120358 Existing Customer 40 M 3 Unknown Married $60K - $80K Blue 27 6 2 4 9026.0 2312 6714.0 0.561 2229 37 0.762 0.256 3.7246e-04 0.99963000
809582058 Existing Customer 48 M 2 Unknown Unknown $40K - $60K Blue 43 5 2 2 1761.0 1249 512.0 0.936 4410 73 0.622 0.709 1.2511e-04 0.99987000
709199358 Attrited Customer 60 M 1 Uneducated Married Less than $40K Blue 36 1 3 4 3316.0 0 3316.0 0.372 1684 19 0.188 0.000 9.9800e-01 0.00200300
821889858 Attrited Customer 50 F 1 Doctorate Single Unknown Blue 46 6 4 3 1970.0 1477 493.0 0.662 2493 44 0.571 0.750 9.9799e-01 0.00200900
815324433 Existing Customer 46 F 4 High School Married Less than $40K Blue 41 6 3 1 1438.3 0 1438.3 0.921 4200 86 0.536 0.000 1.1060e-04 0.99989000
793656633 Existing Customer 35 F 3 Uneducated Married Unknown Blue 29 3 3 1 2278.0 1303 975.0 0.645 5101 76 0.617 0.572 1.1574e-04 0.99988000
713246208 Existing Customer 65 M 1 Unknown Single $40K - $60K Blue 56 6 2 4 13364.0 1318 12046.0 1.063 4548 54 0.862 0.099 3.3692e-04 0.99966000
711493158 Existing Customer 52 M 3 Graduate Single $60K - $80K Blue 36 5 2 2 2801.0 2467 334.0 0.701 4926 90 0.731 0.881 1.1811e-04 0.99988000
721163133 Existing Customer 44 M 2 Graduate Single Unknown Blue 36 6 3 1 28292.0 0 28292.0 0.542 3948 60 0.538 0.000 1.0848e-04 0.99989000
826417233 Existing Customer 35 F 4 College Married Less than $40K Blue 31 3 3 4 2933.0 1011 1922.0 0.814 5089 71 0.868 0.345 5.2613e-04 0.99947000
711619608 Existing Customer 45 M 3 Graduate Married $80K - $120K Blue 36 6 3 2 21630.0 0 21630.0 0.804 4584 84 0.750 0.000 1.8665e-04 0.99981000
712244733 Existing Customer 56 F 1 Unknown Married Less than $40K Blue 45 4 1 2 3132.0 2230 902.0 0.780 4412 73 0.659 0.712 5.6825e-05 0.99994000
709638783 Existing Customer 50 F 1 High School Married $40K - $60K Blue 43 4 3 4 2961.0 2048 913.0 0.913 4056 92 0.769 0.692 4.7086e-04 0.99953000
720296808 Attrited Customer 52 F 3 Graduate Married Unknown Blue 39 3 3 2 4173.0 1771 2402.0 0.711 2554 47 0.516 0.424 9.9467e-01 0.00533000
718926258 Existing Customer 37 F 1 High School Single Unknown Blue 28 4 3 2 2458.0 642 1816.0 0.666 4627 90 0.698 0.261 1.6413e-04 0.99984000
714706083 Existing Customer 44 M 2 College Married $60K - $80K Blue 36 5 3 4 12229.0 997 11232.0 0.811 4284 75 0.596 0.082 5.0168e-04 0.99950000
721473783 Existing Customer 35 F 3 Graduate Married Less than $40K Blue 21 3 1 1 2272.0 604 1668.0 0.987 4614 75 0.974 0.266 3.4465e-05 0.99997000
712230408 Existing Customer 42 M 4 Uneducated Married $120K + Blue 37 3 2 4 6953.0 1445 5508.0 0.591 3700 80 0.569 0.208 3.5213e-04 0.99965000
716186883 Existing Customer 48 F 4 College Married $40K - $60K Blue 37 3 6 2 1792.0 933 859.0 0.821 4120 78 0.773 0.521 1.4478e-04 0.99986000
715204083 Existing Customer 47 F 4 Doctorate Single Less than $40K Blue 36 3 2 2 2765.0 901 1864.0 0.898 4990 80 0.905 0.326 1.7274e-04 0.99983000
709283358 Attrited Customer 43 F 4 Unknown Married Less than $40K Blue 29 6 2 3 2895.0 0 2895.0 0.663 2473 42 0.273 0.000 9.9549e-01 0.00451007
817887408 Existing Customer 39 F 1 Uneducated Single Less than $40K Blue 34 3 1 4 6904.0 1148 5756.0 0.649 3485 84 0.615 0.166 1.5252e-04 0.99985000
789481233 Attrited Customer 39 M 2 High School Married $40K - $60K Blue 30 5 3 3 2220.0 0 2220.0 0.872 2859 55 0.833 0.000 9.9661e-01 0.00338788
718184883 Existing Customer 48 F 3 High School Married Less than $40K Blue 34 5 2 2 1495.0 0 1495.0 0.802 3878 63 0.703 0.000 1.1482e-04 0.99989000
821157183 Existing Customer 42 F 5 Unknown Married Less than $40K Blue 37 5 2 3 2541.0 1398 1143.0 0.635 4698 88 0.833 0.550 2.1724e-04 0.99978000
709837308 Existing Customer 34 F 3 Graduate Single Unknown Blue 19 6 1 2 7531.0 0 7531.0 1.007 3833 71 0.578 0.000 5.7151e-05 0.99994000
779491908 Existing Customer 47 F 4 Post-Graduate Unknown Unknown Blue 29 5 2 1 8644.0 1391 7253.0 0.896 4272 59 0.686 0.161 8.4706e-05 0.99992000
718399233 Existing Customer 43 F 4 College Single $40K - $60K Blue 36 6 3 1 1531.0 0 1531.0 0.704 4152 77 0.540 0.000 1.1061e-04 0.99989000
779447358 Existing Customer 50 F 2 Graduate Married Less than $40K Blue 32 3 3 4 2884.0 2104 780.0 0.857 4486 93 0.860 0.730 5.1600e-04 0.99948000
710661333 Attrited Customer 55 F 2 Unknown Single Unknown Blue 36 4 3 2 10241.0 1545 8696.0 0.581 2513 47 0.424 0.151 9.9497e-01 0.00503000
789114408 Existing Customer 50 F 1 Post-Graduate Single $40K - $60K Blue 38 3 1 4 4182.0 0 4182.0 0.853 4693 82 0.608 0.000 1.7455e-04 0.99983000
710570058 Attrited Customer 44 F 1 Graduate Single Less than $40K Blue 25 3 2 4 3101.0 0 3101.0 0.660 2512 37 0.370 0.000 9.9675e-01 0.00325077
712681608 Existing Customer 54 F 3 Uneducated Single Less than $40K Blue 36 5 4 2 4542.0 1355 3187.0 0.480 4011 70 0.556 0.298 2.3192e-04 0.99977000
709086933 Existing Customer 40 F 3 College Single Less than $40K Blue 22 4 2 4 3372.0 2517 855.0 0.729 4209 72 0.756 0.746 3.2945e-04 0.99967000
709179708 Existing Customer 40 M 2 Graduate Divorced $60K - $80K Blue 36 3 1 2 3099.0 0 3099.0 0.720 3622 75 0.667 0.000 5.5077e-05 0.99994000
711206958 Existing Customer 41 F 3 High School Divorced Unknown Blue 31 3 1 2 2416.0 1305 1111.0 0.930 4163 73 0.698 0.540 5.5559e-05 0.99994000
823928058 Existing Customer 52 F 2 Uneducated Married Less than $40K Blue 48 3 2 4 5299.0 578 4721.0 0.931 4509 79 0.717 0.109 3.3577e-04 0.99966000
796330983 Existing Customer 41 F 4 Graduate Single Less than $40K Blue 35 3 1 4 2138.0 1283 855.0 0.645 4785 85 0.518 0.600 1.6574e-04 0.99983000
771284658 Attrited Customer 47 F 1 Unknown Married Less than $40K Blue 35 6 2 4 1850.0 896 954.0 0.724 2613 41 0.708 0.484 9.9704e-01 0.00295827
779307558 Existing Customer 53 F 1 College Unknown $40K - $60K Blue 35 4 3 3 3585.0 0 3585.0 0.782 4806 81 0.653 0.000 2.7607e-04 0.99972000
788846508 Existing Customer 48 F 4 Uneducated Married $40K - $60K Blue 32 6 1 3 2690.0 1903 787.0 0.824 4567 81 0.800 0.707 9.9893e-05 0.99990000
783500283 Existing Customer 62 M 0 Graduate Unknown $80K - $120K Blue 56 5 3 2 29100.0 1228 27872.0 0.722 5041 74 0.805 0.042 1.5435e-04 0.99985000
802247658 Attrited Customer 59 M 2 Uneducated Single $40K - $60K Blue 53 4 5 4 2699.0 2422 277.0 0.773 2599 43 0.433 0.897 9.9832e-01 0.00168378
795573333 Existing Customer 41 M 3 High School Married $80K - $120K Blue 35 6 2 1 8376.0 1165 7211.0 0.888 4142 67 0.634 0.139 6.9242e-05 0.99993000
721366308 Existing Customer 50 M 3 Unknown Single $40K - $60K Blue 39 4 3 1 13509.0 2060 11449.0 0.729 3702 64 0.829 0.152 1.2373e-04 0.99988000
720377433 Existing Customer 38 F 3 Graduate Married Less than $40K Blue 36 4 2 4 2396.0 2217 179.0 0.978 4593 74 0.721 0.925 3.3886e-04 0.99966000
711243108 Existing Customer 50 M 1 Doctorate Married $80K - $120K Blue 36 5 3 3 18964.0 2207 16757.0 0.625 3835 78 0.625 0.116 4.1087e-04 0.99959000
789351783 Existing Customer 40 F 5 Graduate Married Less than $40K Blue 30 3 2 2 2114.0 1618 496.0 0.664 4518 88 0.692 0.765 1.1751e-04 0.99988000
719699208 Existing Customer 39 F 4 Uneducated Single Less than $40K Blue 36 5 3 4 1623.0 729 894.0 0.886 4423 65 0.806 0.449 5.5640e-04 0.99944000
720774183 Existing Customer 40 F 1 High School Divorced Less than $40K Blue 30 6 2 1 2579.0 1959 620.0 0.618 4300 69 0.683 0.760 6.2633e-05 0.99994000
713590158 Attrited Customer 41 M 4 Graduate Single $60K - $80K Blue 34 5 2 4 5045.0 2080 2965.0 0.738 2042 40 0.481 0.412 9.9709e-01 0.00291040
715547058 Attrited Customer 35 F 0 Graduate Married Less than $40K Blue 36 4 3 4 2089.0 0 2089.0 0.871 2707 51 0.500 0.000 9.9775e-01 0.00225216
815596608 Existing Customer 48 F 5 Uneducated Married $40K - $60K Blue 43 4 1 3 2866.0 921 1945.0 0.654 4615 72 0.600 0.321 9.8335e-05 0.99990000
718921683 Existing Customer 49 M 4 Unknown Married $80K - $120K Blue 38 6 6 3 9738.0 1835 7903.0 0.763 4816 49 0.885 0.188 2.7529e-04 0.99972000
720031908 Existing Customer 55 M 2 Doctorate Married $60K - $80K Blue 36 5 1 1 4370.0 0 4370.0 0.791 4326 74 0.721 0.000 4.8064e-05 0.99995000
716716083 Existing Customer 58 M 3 Unknown Single $80K - $120K Blue 36 6 2 3 3355.0 1878 1477.0 0.725 4578 84 0.953 0.560 2.1834e-04 0.99978000
819969933 Existing Customer 43 F 2 High School Single $40K - $60K Blue 38 4 2 2 5070.0 0 5070.0 0.670 4193 67 0.811 0.000 1.1065e-04 0.99989000
714382608 Existing Customer 35 F 2 Graduate Married Less than $40K Blue 36 4 2 0 2572.0 1161 1411.0 0.569 4315 85 0.518 0.451 4.1986e-05 0.99996000
720092283 Existing Customer 40 F 3 Graduate Single Less than $40K Blue 31 4 2 3 2016.0 978 1038.0 0.736 4379 78 0.950 0.485 1.9864e-04 0.99980000
720531633 Attrited Customer 55 F 1 Graduate Unknown Less than $40K Blue 36 4 2 2 3552.0 2517 1035.0 0.865 2665 36 0.333 0.709 9.9073e-01 0.00927000
718508883 Attrited Customer 43 F 3 Unknown Single Less than $40K Blue 36 6 3 3 2325.0 238 2087.0 0.640 2306 47 0.621 0.102 9.9711e-01 0.00288892
708794133 Existing Customer 46 F 4 High School Unknown Less than $40K Blue 37 3 1 4 2533.0 2136 397.0 0.757 3197 50 1.174 0.843 1.6112e-04 0.99984000
713447583 Existing Customer 48 F 3 High School Single $40K - $60K Blue 36 5 3 2 3871.0 2055 1816.0 0.824 5480 58 0.933 0.531 1.8145e-04 0.99982000
716107158 Attrited Customer 32 F 0 Graduate Single Less than $40K Blue 20 5 1 5 3983.0 431 3552.0 0.887 3098 46 0.438 0.108 9.9576e-01 0.00424232
712713108 Existing Customer 61 F 0 Graduate Married Unknown Blue 36 6 2 3 2035.0 1883 152.0 0.955 4802 85 0.604 0.925 1.6428e-04 0.99984000
719245083 Existing Customer 53 F 1 Uneducated Single Less than $40K Blue 39 4 3 4 1773.0 1539 234.0 0.893 4087 74 0.762 0.868 4.9800e-04 0.99950000
708269583 Existing Customer 42 F 3 Uneducated Divorced Less than $40K Blue 28 6 2 4 2029.0 1377 652.0 0.838 4014 86 0.686 0.679 3.4841e-04 0.99965000
720234708 Attrited Customer 45 M 2 High School Single $120K + Blue 33 6 3 2 15490.0 0 15490.0 0.742 2429 50 0.471 0.000 9.9431e-01 0.00569000
709436883 Existing Customer 56 F 2 Uneducated Single $40K - $60K Blue 48 6 2 2 2941.0 1619 1322.0 0.900 5000 87 0.673 0.550 1.1703e-04 0.99988000
714140133 Existing Customer 42 F 4 Graduate Unknown Less than $40K Blue 32 3 1 2 2314.0 1547 767.0 0.804 4678 74 1.000 0.669 5.7762e-05 0.99994000
716136333 Attrited Customer 40 F 4 Uneducated Single Less than $40K Blue 24 5 2 1 4212.0 2517 1695.0 0.718 2725 41 0.519 0.598 9.8667e-01 0.01333000
715031433 Existing Customer 57 M 2 Graduate Married $80K - $120K Blue 36 6 3 3 6248.0 1493 4755.0 0.597 4664 60 0.579 0.239 3.0251e-04 0.99970000
810667158 Existing Customer 40 M 2 High School Divorced $40K - $60K Blue 35 3 1 1 2430.0 974 1456.0 0.677 4344 75 0.596 0.401 3.2288e-05 0.99997000
715253433 Existing Customer 48 M 4 Unknown Single $80K - $120K Blue 38 5 2 3 5543.0 1372 4171.0 0.744 5266 79 0.795 0.248 2.2068e-04 0.99978000
809937933 Existing Customer 42 F 3 Graduate Married $40K - $60K Blue 37 4 3 2 2470.0 2013 457.0 0.970 4384 82 1.000 0.815 1.8665e-04 0.99981000
708997833 Existing Customer 49 F 4 Doctorate Single $40K - $60K Blue 39 5 3 1 3255.0 603 2652.0 0.617 4045 62 0.824 0.185 1.6463e-04 0.99984000
718296558 Attrited Customer 44 F 4 Unknown Married $40K - $60K Blue 31 4 3 5 1691.0 1327 364.0 0.774 2345 33 0.435 0.785 9.9903e-01 0.00097000
780086658 Attrited Customer 43 M 4 Doctorate Unknown $60K - $80K Blue 28 3 2 4 18229.0 0 18229.0 0.544 2060 39 0.625 0.000 9.9799e-01 0.00201294
708754833 Existing Customer 48 F 3 Uneducated Single Unknown Blue 40 3 4 4 2827.0 1182 1645.0 0.902 4583 72 1.000 0.418 6.6526e-04 0.99933000
788638908 Existing Customer 43 F 2 Graduate Divorced Less than $40K Blue 30 4 2 4 2351.0 2127 224.0 0.703 4278 71 0.821 0.905 3.2656e-04 0.99967000
715607958 Existing Customer 45 F 2 Graduate Married Less than $40K Blue 36 6 1 3 4202.0 2201 2001.0 0.714 4385 78 0.660 0.524 9.2637e-05 0.99991000
708515358 Existing Customer 40 F 1 High School Married Less than $40K Blue 36 6 3 2 4712.0 0 4712.0 0.840 4216 82 0.640 0.000 1.6413e-04 0.99984000
716357058 Existing Customer 53 M 3 Uneducated Single $80K - $120K Blue 36 4 3 1 2611.0 787 1824.0 0.298 2955 56 0.600 0.301 1.1574e-04 0.99988000
714569958 Existing Customer 38 F 2 Unknown Single Less than $40K Blue 28 6 2 1 3206.0 2459 747.0 0.696 3852 65 0.625 0.767 7.5449e-05 0.99992000
716822583 Existing Customer 39 F 2 High School Single Less than $40K Blue 36 4 2 3 5245.0 802 4443.0 0.504 3648 74 0.574 0.153 1.8610e-04 0.99981000
721109358 Existing Customer 39 M 3 High School Married $60K - $80K Blue 27 6 2 1 2583.0 0 2583.0 0.781 4162 87 0.812 0.000 6.9242e-05 0.99993000
827635083 Existing Customer 59 F 0 Graduate Unknown Unknown Blue 55 4 3 3 1438.3 755 683.3 0.620 4222 75 0.744 0.525 2.5960e-04 0.99974000
715492983 Existing Customer 40 M 3 Post-Graduate Married $120K + Blue 36 4 2 4 7464.0 2517 4947.0 0.900 4348 62 0.879 0.337 3.9871e-04 0.99960000
712234308 Existing Customer 54 F 3 Graduate Married Unknown Blue 36 6 1 2 4928.0 1805 3123.0 0.641 4767 90 0.698 0.366 5.7151e-05 0.99994000
708334158 Existing Customer 46 F 3 Graduate Divorced Less than $40K Blue 34 4 2 4 9863.0 686 9177.0 0.581 3068 58 0.933 0.070 3.3886e-04 0.99966000
812488608 Existing Customer 44 F 3 College Unknown Less than $40K Blue 39 6 1 3 5024.0 2209 2815.0 0.660 4908 73 0.659 0.440 9.3457e-05 0.99991000
793345008 Existing Customer 44 F 3 Uneducated Single Less than $40K Blue 38 4 1 3 1438.3 0 1438.3 0.801 4287 80 0.667 0.000 9.8837e-05 0.99990000
715487733 Attrited Customer 44 F 4 Graduate Married $40K - $60K Blue 36 6 3 3 1452.0 0 1452.0 0.553 2287 42 0.500 0.000 9.9686e-01 0.00314112
788856408 Existing Customer 50 F 5 Uneducated Married Unknown Blue 34 5 5 2 3317.0 1041 2276.0 0.923 4264 75 1.027 0.314 2.1326e-04 0.99979000
708154833 Attrited Customer 39 F 2 Graduate Single Less than $40K Blue 27 1 3 3 1438.3 811 627.3 0.571 2336 46 0.278 0.564 9.9671e-01 0.00329379
721147383 Existing Customer 37 F 2 High School Single Less than $40K Blue 22 4 2 4 2448.0 1740 708.0 0.901 4087 81 0.841 0.711 3.1746e-04 0.99968000
803973483 Existing Customer 49 F 3 Unknown Single Less than $40K Blue 44 4 2 4 1546.0 0 1546.0 0.793 4496 83 0.660 0.000 3.7246e-04 0.99963000
788941983 Attrited Customer 36 F 3 Graduate Single $40K - $60K Blue 22 1 3 1 2013.0 0 2013.0 0.602 2425 50 0.923 0.000 9.9120e-01 0.00880000
715603233 Existing Customer 53 F 3 Uneducated Married $40K - $60K Blue 42 6 1 2 2293.0 1460 833.0 0.658 4436 74 0.542 0.637 5.8763e-05 0.99994000
709945458 Existing Customer 52 M 3 Uneducated Single $60K - $80K Blue 40 3 1 1 1438.3 512 926.3 0.776 4791 82 0.708 0.356 3.5437e-05 0.99996000
714614133 Attrited Customer 53 F 3 Unknown Married Less than $40K Blue 36 3 3 3 2819.0 0 2819.0 0.400 2128 39 0.444 0.000 9.9711e-01 0.00288892
768167358 Existing Customer 37 M 4 Doctorate Single $60K - $80K Blue 31 6 3 0 1702.0 1018 684.0 0.645 4301 86 0.720 0.598 1.0070e-04 0.99990000
737967708 Existing Customer 52 F 1 Unknown Married $40K - $60K Blue 45 5 1 1 1611.0 938 673.0 0.601 4087 86 0.911 0.582 3.4268e-05 0.99997000
712920633 Existing Customer 49 F 2 Unknown Married $40K - $60K Blue 35 4 1 1 1438.3 0 1438.3 0.618 4348 79 0.646 0.000 3.6508e-05 0.99996000
780373233 Existing Customer 39 F 4 Unknown Single Less than $40K Blue 29 5 3 0 2863.0 1940 923.0 0.823 4985 90 0.636 0.678 7.6492e-05 0.99992000
721384308 Existing Customer 39 F 1 Uneducated Married $40K - $60K Blue 36 4 1 4 3272.0 2323 949.0 1.123 4763 86 0.593 0.710 1.5252e-04 0.99985000
712242633 Existing Customer 42 F 2 Unknown Single Less than $40K Blue 36 6 1 4 2677.0 2517 160.0 0.609 3911 76 0.810 0.940 1.7371e-04 0.99983000
713610933 Existing Customer 40 F 2 Uneducated Married Less than $40K Blue 26 3 2 1 2708.0 0 2708.0 0.572 4277 90 0.636 0.000 7.0576e-05 0.99993000
714257958 Existing Customer 41 F 3 Doctorate Single Less than $40K Blue 31 4 2 1 1738.0 0 1738.0 0.654 4220 68 0.889 0.000 1.0307e-04 0.99990000
772172883 Existing Customer 46 F 2 Uneducated Unknown $40K - $60K Blue 35 6 2 1 6145.0 1349 4796.0 0.971 4893 93 0.824 0.220 7.0576e-05 0.99993000
720204558 Existing Customer 45 F 2 High School Married Less than $40K Blue 36 4 1 3 1640.0 999 641.0 0.811 4597 77 0.878 0.609 9.0056e-05 0.99991000
779635533 Existing Customer 38 F 3 Graduate Single Unknown Blue 21 5 1 3 2348.0 1028 1320.0 0.469 5125 71 0.578 0.438 9.6126e-05 0.99990000
804658833 Existing Customer 53 F 3 Unknown Married Less than $40K Blue 48 5 1 2 1657.0 0 1657.0 0.664 4068 73 0.622 0.000 6.2820e-05 0.99994000
756691608 Existing Customer 37 F 3 Graduate Married Unknown Blue 30 5 3 3 4554.0 780 3774.0 0.658 4816 81 0.588 0.171 3.1390e-04 0.99969000
806219808 Existing Customer 52 M 3 College Unknown $120K + Blue 47 5 6 3 5119.0 1972 3147.0 0.835 5146 88 0.956 0.385 2.4092e-04 0.99976000
826266483 Existing Customer 39 F 2 College Single Unknown Blue 35 6 2 2 10600.0 598 10002.0 0.843 4586 81 0.929 0.056 1.1066e-04 0.99989000
775152708 Attrited Customer 49 M 3 Post-Graduate Unknown $80K - $120K Blue 39 2 3 4 20769.0 901 19868.0 0.371 1835 43 0.720 0.043 9.9842e-01 0.00158385
787596558 Existing Customer 50 M 1 Uneducated Married $120K + Blue 23 5 2 1 7116.0 981 6135.0 0.858 4748 85 0.735 0.138 6.6245e-05 0.99993000
803205258 Existing Customer 51 F 3 Graduate Single Unknown Blue 45 4 3 4 2420.0 2379 41.0 0.741 4348 86 0.955 0.983 5.3543e-04 0.99946000
716041908 Existing Customer 54 F 1 High School Single Less than $40K Blue 43 5 2 4 2082.0 805 1277.0 1.049 4383 75 0.875 0.387 2.9799e-04 0.99970000
708837858 Existing Customer 44 F 4 Doctorate Unknown Less than $40K Blue 34 5 2 2 2718.0 1718 1000.0 0.679 4423 68 0.619 0.632 1.7274e-04 0.99983000
828227433 Existing Customer 50 M 2 High School Single $60K - $80K Blue 46 6 2 4 5626.0 778 4848.0 1.009 4957 84 1.049 0.138 3.1746e-04 0.99968000
714487458 Attrited Customer 49 F 5 Graduate Divorced $40K - $60K Blue 40 6 4 2 2920.0 0 2920.0 0.516 2306 39 0.625 0.000 9.9556e-01 0.00443518
711390333 Attrited Customer 59 M 0 Post-Graduate Married $80K - $120K Blue 46 5 4 2 6526.0 489 6037.0 0.678 2331 45 0.452 0.075 9.9547e-01 0.00453431
787974108 Attrited Customer 37 F 1 High School Single $40K - $60K Blue 27 4 2 2 1793.0 792 1001.0 0.723 2374 40 0.429 0.442 9.9046e-01 0.00954000
714036258 Existing Customer 47 F 3 Unknown Single Less than $40K Blue 36 4 1 4 2798.0 1963 835.0 0.805 4255 64 0.561 0.702 1.8025e-04 0.99982000
788752833 Existing Customer 52 F 2 High School Divorced Less than $40K Blue 32 6 3 4 2427.0 1581 846.0 0.694 3857 69 0.816 0.651 5.0163e-04 0.99950000
773108958 Existing Customer 55 F 2 Uneducated Married $40K - $60K Blue 48 4 1 1 3011.0 2138 873.0 0.565 4439 75 0.875 0.710 3.4150e-05 0.99997000
782437008 Existing Customer 41 F 3 College Married Unknown Blue 35 6 2 4 2255.0 1769 486.0 0.767 4717 83 0.804 0.784 3.2945e-04 0.99967000
710729358 Attrited Customer 40 F 2 High School Single Unknown Blue 30 6 3 4 6479.0 0 6479.0 0.946 2539 42 0.500 0.000 9.9801e-01 0.00198853
827423433 Existing Customer 41 F 4 Graduate Divorced Less than $40K Blue 37 5 1 4 7492.0 1399 6093.0 0.533 3668 67 0.675 0.187 1.6574e-04 0.99983000
756919683 Existing Customer 48 F 2 Unknown Married Less than $40K Blue 41 6 1 3 3632.0 1294 2338.0 0.924 4339 86 0.686 0.356 1.0183e-04 0.99990000
779219208 Existing Customer 38 F 2 High School Single Less than $40K Blue 28 5 1 3 1744.0 0 1744.0 0.702 4811 86 0.686 0.000 9.0056e-05 0.99991000
712342833 Existing Customer 52 F 2 Graduate Married Unknown Blue 36 5 3 1 5905.0 2248 3657.0 0.728 4042 80 0.860 0.381 1.0848e-04 0.99989000
721121283 Existing Customer 37 F 2 Graduate Single $40K - $60K Blue 24 4 1 4 2573.0 1280 1293.0 0.718 4289 81 0.841 0.497 1.5804e-04 0.99984000
790006383 Existing Customer 45 M 0 Unknown Married $80K - $120K Blue 37 4 3 2 9654.0 2035 7619.0 0.648 4221 67 0.634 0.211 1.6966e-04 0.99983000
756989583 Existing Customer 41 M 4 Graduate Unknown $40K - $60K Blue 24 4 2 2 1605.0 0 1605.0 0.637 4418 68 0.659 0.000 1.1937e-04 0.99988000
717477783 Attrited Customer 49 F 4 Unknown Single Less than $40K Silver 37 1 2 2 10195.0 2389 7806.0 0.427 1563 36 0.440 0.234 9.9164e-01 0.00836000
716614683 Existing Customer 49 M 3 College Single $60K - $80K Gold 36 5 3 1 34516.0 1255 33261.0 0.731 3847 73 0.698 0.036 1.2608e-04 0.99987000
789942033 Attrited Customer 43 M 4 Graduate Single $60K - $80K Blue 34 5 3 3 10573.0 0 10573.0 0.794 2237 43 0.387 0.000 9.9686e-01 0.00314112
740784258 Existing Customer 47 F 2 College Single Less than $40K Blue 40 4 3 3 1789.0 1088 701.0 0.683 4191 90 0.525 0.608 2.9411e-04 0.99971000
711336033 Existing Customer 26 F 0 Unknown Single Unknown Blue 36 3 3 2 7595.0 1032 6563.0 1.035 4080 72 0.800 0.136 1.6966e-04 0.99983000
768141558 Existing Customer 51 M 3 College Single $40K - $60K Blue 45 4 3 0 3272.0 1896 1376.0 0.725 4220 74 0.897 0.579 6.6941e-05 0.99993000
717179508 Existing Customer 33 F 0 Graduate Single Less than $40K Blue 26 6 1 3 2382.0 1565 817.0 0.730 4011 68 0.838 0.657 7.9494e-05 0.99992000
716520033 Existing Customer 52 M 2 Post-Graduate Married $80K - $120K Blue 36 6 4 1 1981.0 1448 533.0 0.723 4639 61 0.743 0.731 1.5426e-04 0.99985000
783625008 Existing Customer 51 M 2 Post-Graduate Single $120K + Blue 45 4 2 2 22294.0 0 22294.0 0.647 3444 71 0.614 0.000 1.3393e-04 0.99987000
769330908 Existing Customer 49 F 4 High School Married Less than $40K Blue 43 5 3 4 2574.0 1555 1019.0 0.583 4134 62 0.550 0.604 5.2608e-04 0.99947000
789396783 Existing Customer 30 F 0 High School Single Less than $40K Blue 20 3 3 4 2112.0 1109 1003.0 0.693 4729 78 0.733 0.525 4.3049e-04 0.99957000
709310433 Existing Customer 65 F 0 Unknown Single Less than $40K Blue 56 3 2 2 5441.0 812 4629.0 0.534 4480 76 0.551 0.149 1.0736e-04 0.99989000
713094483 Existing Customer 43 F 3 Unknown Married $40K - $60K Blue 32 3 2 4 4391.0 0 4391.0 0.757 4741 78 0.814 0.000 3.7246e-04 0.99963000
770753733 Existing Customer 42 F 5 College Single Less than $40K Blue 28 4 3 2 3044.0 1865 1179.0 0.852 4854 85 1.024 0.613 1.8054e-04 0.99982000
712659408 Existing Customer 57 M 1 High School Married $40K - $60K Blue 45 3 3 2 2721.0 2159 562.0 0.846 4578 81 0.653 0.793 1.6413e-04 0.99984000
768475383 Existing Customer 62 F 0 Unknown Single $40K - $60K Blue 56 6 1 2 4467.0 0 4467.0 0.888 4007 74 0.542 0.000 5.1951e-05 0.99995000
779655183 Existing Customer 48 M 4 College Single $80K - $120K Blue 31 6 1 3 5033.0 0 5033.0 0.597 4054 82 0.822 0.000 9.4455e-05 0.99991000
711278283 Existing Customer 61 F 1 High School Unknown Less than $40K Blue 50 5 1 2 8604.0 1075 7529.0 0.464 4705 65 0.806 0.125 5.0256e-05 0.99995000
713345508 Existing Customer 43 F 2 High School Single Less than $40K Blue 36 4 3 2 2325.0 1662 663.0 0.800 4471 83 0.804 0.715 1.7486e-04 0.99983000
711379083 Existing Customer 60 F 0 Doctorate Single Less than $40K Blue 42 5 3 3 2758.0 1429 1329.0 0.718 5124 74 0.644 0.518 3.7564e-04 0.99962000
789144633 Existing Customer 45 M 1 Graduate Married $80K - $120K Blue 34 3 2 2 9705.0 850 8855.0 0.481 2001 34 0.889 0.088 1.0684e-04 0.99989000
708393633 Existing Customer 41 F 0 High School Married Less than $40K Blue 31 4 2 4 2685.0 1647 1038.0 0.812 4625 94 0.516 0.613 2.7243e-04 0.99973000
708657033 Existing Customer 60 F 2 College Single Less than $40K Blue 54 5 3 2 2694.0 1923 771.0 0.714 3837 71 0.732 0.714 1.7488e-04 0.99983000
717949008 Attrited Customer 40 F 4 High School Single $40K - $60K Blue 29 5 2 3 1554.0 412 1142.0 0.568 2341 43 0.483 0.265 9.9490e-01 0.00510000
788866983 Existing Customer 63 F 0 Unknown Single Less than $40K Blue 48 5 2 1 1438.3 0 1438.3 0.923 3383 61 1.103 0.000 6.4745e-05 0.99994000
751283658 Existing Customer 42 F 4 Unknown Single $40K - $60K Blue 35 4 3 3 1786.0 1316 470.0 0.704 4306 73 1.086 0.737 3.4872e-04 0.99965000
718243533 Existing Customer 48 M 3 Post-Graduate Divorced $60K - $80K Blue 36 3 3 4 2648.0 0 2648.0 0.715 3880 74 0.721 0.000 6.2998e-04 0.99937000
779754408 Existing Customer 44 M 3 Graduate Single $40K - $60K Blue 33 3 2 2 2477.0 2123 354.0 0.699 4349 69 0.725 0.857 1.1811e-04 0.99988000
794866983 Existing Customer 51 F 1 Doctorate Married Unknown Blue 45 6 2 1 7336.0 1031 6305.0 0.658 3812 67 0.675 0.141 9.3235e-05 0.99991000
711832533 Existing Customer 42 M 3 High School Single $80K - $120K Silver 32 3 3 3 34516.0 1396 33120.0 0.688 3748 62 0.938 0.040 2.7574e-04 0.99972000
788552658 Existing Customer 46 F 4 Uneducated Married Less than $40K Blue 30 3 3 1 2479.0 1759 720.0 0.810 4562 86 0.720 0.710 1.1697e-04 0.99988000
715415508 Existing Customer 42 F 4 Graduate Single Unknown Blue 36 3 3 3 9396.0 1870 7526.0 0.714 4301 71 0.651 0.199 3.1726e-04 0.99968000
719962458 Existing Customer 44 F 2 Graduate Unknown Less than $40K Blue 34 3 2 2 2561.0 1491 1070.0 0.733 4869 70 0.522 0.582 1.1382e-04 0.99989000
712734933 Attrited Customer 43 F 2 College Married Less than $40K Blue 36 5 2 3 4020.0 0 4020.0 0.563 1952 39 0.345 0.000 9.9466e-01 0.00534000
717410508 Existing Customer 43 M 3 Unknown Married $60K - $80K Silver 30 4 3 4 25856.0 1281 24575.0 0.975 3303 70 0.795 0.050 5.3179e-04 0.99947000
711796683 Existing Customer 50 F 2 Graduate Single Less than $40K Blue 38 5 4 2 7398.0 1581 5817.0 0.428 4311 73 0.921 0.214 2.1738e-04 0.99978000
709407933 Existing Customer 51 M 3 High School Single $80K - $120K Silver 38 5 3 4 34516.0 1802 32714.0 0.912 4544 80 0.569 0.052 4.7034e-04 0.99953000
810493458 Existing Customer 52 F 1 Uneducated Single Unknown Blue 47 6 1 3 4058.0 1349 2709.0 0.723 4388 72 0.600 0.332 8.9404e-05 0.99991000
720494058 Existing Customer 51 F 2 College Married Less than $40K Blue 25 4 3 3 3042.0 0 3042.0 0.578 4781 79 0.756 0.000 2.9411e-04 0.99971000
717050883 Existing Customer 60 F 1 High School Single Less than $40K Blue 36 5 2 2 2688.0 1617 1071.0 0.552 4183 71 0.614 0.602 1.0386e-04 0.99990000
713163258 Attrited Customer 38 F 2 Unknown Married Unknown Blue 33 4 3 3 3388.0 0 3388.0 0.368 1959 52 0.857 0.000 9.9700e-01 0.00299743
715659333 Existing Customer 43 F 4 High School Single $40K - $60K Blue 36 3 3 2 4902.0 2517 2385.0 0.982 4508 69 0.643 0.513 1.8339e-04 0.99982000
712414908 Existing Customer 45 F 4 Unknown Married Unknown Blue 37 4 2 1 3241.0 0 3241.0 0.629 4992 80 0.739 0.000 7.9128e-05 0.99992000
720175008 Existing Customer 48 F 2 Doctorate Married $40K - $60K Blue 34 3 1 4 5069.0 1843 3226.0 0.826 4055 66 0.692 0.364 2.2869e-04 0.99977000
719876808 Existing Customer 43 M 3 Unknown Divorced $80K - $120K Blue 36 5 2 3 13625.0 0 13625.0 0.930 3902 62 0.632 0.000 2.1834e-04 0.99978000
713334483 Attrited Customer 46 M 1 Post-Graduate Single $60K - $80K Blue 32 5 2 3 8766.0 0 8766.0 0.702 2263 35 0.522 0.000 9.9529e-01 0.00470647
708360108 Existing Customer 50 M 1 College Single $40K - $60K Blue 41 3 1 1 2800.0 1338 1462.0 0.818 4869 90 0.800 0.478 3.0310e-05 0.99997000
720676158 Existing Customer 34 F 4 Uneducated Single Unknown Blue 21 6 3 2 9005.0 1994 7011.0 0.919 5223 89 0.712 0.221 1.9396e-04 0.99981000
716631708 Existing Customer 56 M 2 High School Married $60K - $80K Blue 36 4 3 1 2713.0 1990 723.0 0.700 4027 67 0.634 0.734 1.0545e-04 0.99989000
713025558 Attrited Customer 53 F 5 Doctorate Single Less than $40K Blue 38 3 2 3 1438.3 0 1438.3 0.367 1935 47 0.469 0.000 9.9652e-01 0.00348354
710506683 Existing Customer 47 F 4 High School Single $40K - $60K Blue 39 3 1 0 1746.0 0 1746.0 0.763 4543 75 0.974 0.000 2.0713e-05 0.99998000
712428333 Existing Customer 49 M 3 Uneducated Single $80K - $120K Blue 41 3 3 4 2930.0 1901 1029.0 0.638 4041 75 0.596 0.649 5.5052e-04 0.99945000
718041033 Existing Customer 47 F 4 Graduate Married Less than $40K Blue 36 6 1 4 2178.0 1455 723.0 1.001 5363 76 0.810 0.668 1.6574e-04 0.99983000
709169133 Existing Customer 35 F 1 High School Married Unknown Blue 23 3 3 1 1438.3 0 1438.3 0.751 3995 82 0.608 0.000 9.8983e-05 0.99990000
718164858 Existing Customer 42 F 4 Post-Graduate Married Less than $40K Blue 34 5 3 2 2021.0 1281 740.0 0.847 4642 97 0.672 0.634 2.2196e-04 0.99978000
809565183 Attrited Customer 52 F 1 Graduate Single Less than $40K Blue 47 3 3 4 1842.0 625 1217.0 0.729 2650 43 0.483 0.339 9.9794e-01 0.00205937
778377183 Existing Customer 49 M 3 Graduate Single $120K + Blue 29 5 2 2 18284.0 1144 17140.0 0.767 4846 92 0.736 0.063 1.1811e-04 0.99988000
712845258 Existing Customer 41 M 2 Uneducated Married $80K - $120K Gold 33 5 3 2 34516.0 1642 32874.0 0.891 4161 71 0.868 0.048 2.1307e-04 0.99979000
716915133 Existing Customer 42 F 2 Unknown Single Less than $40K Blue 36 5 3 4 1696.0 0 1696.0 0.666 4397 70 0.628 0.000 5.6716e-04 0.99943000
771403008 Existing Customer 52 M 2 Graduate Unknown $60K - $80K Blue 40 4 1 3 7215.0 0 7215.0 0.829 4409 75 0.974 0.000 9.2637e-05 0.99991000
787441383 Existing Customer 52 F 0 Graduate Married Less than $40K Blue 37 3 1 2 1793.0 1284 509.0 0.902 3989 62 0.938 0.716 4.7263e-05 0.99995000
711345258 Existing Customer 52 F 2 High School Married $40K - $60K Blue 44 3 3 1 5731.0 0 5731.0 0.685 4751 85 0.932 0.000 1.0545e-04 0.99989000
713685033 Attrited Customer 44 F 2 Graduate Married Less than $40K Blue 33 3 2 2 2417.0 0 2417.0 0.389 1848 38 0.407 0.000 9.9129e-01 0.00871000
718205283 Existing Customer 48 F 3 College Single $40K - $60K Blue 37 6 3 1 1438.3 0 1438.3 0.777 5035 76 0.767 0.000 1.0944e-04 0.99989000
708337683 Existing Customer 51 M 2 Uneducated Single $60K - $80K Blue 40 4 2 2 21800.0 893 20907.0 0.445 3820 62 0.676 0.041 1.1703e-04 0.99988000
720941433 Attrited Customer 53 F 3 High School Married Less than $40K Blue 41 3 3 2 1547.0 0 1547.0 0.845 2312 43 0.303 0.000 9.9452e-01 0.00548000
710201058 Existing Customer 46 F 4 Graduate Married Less than $40K Blue 38 3 3 2 1485.0 736 749.0 0.622 4198 65 0.912 0.496 1.8864e-04 0.99981000
785218458 Existing Customer 44 M 2 Graduate Married $40K - $60K Blue 38 4 1 3 2505.0 2282 223.0 0.712 4333 77 0.833 0.911 9.2637e-05 0.99991000
770740308 Existing Customer 49 F 4 Graduate Unknown $40K - $60K Blue 35 3 3 2 2631.0 1699 932.0 0.668 4691 92 0.704 0.646 1.8864e-04 0.99981000
787493808 Attrited Customer 48 F 4 Graduate Unknown Less than $40K Blue 36 5 2 2 2700.0 2480 220.0 0.686 2396 49 0.531 0.919 9.9169e-01 0.00831000
708846183 Existing Customer 48 M 4 College Single $60K - $80K Blue 30 4 2 2 3307.0 2234 1073.0 0.818 4006 68 0.838 0.676 1.1605e-04 0.99988000
810586833 Existing Customer 38 F 3 Graduate Divorced Unknown Blue 33 6 2 3 29638.0 857 28781.0 0.481 3429 78 0.696 0.029 1.9864e-04 0.99980000
711151383 Attrited Customer 34 F 1 Post-Graduate Single Less than $40K Blue 26 3 2 5 2066.0 347 1719.0 0.511 2157 37 0.321 0.168 9.9840e-01 0.00159907
712425258 Existing Customer 46 F 4 Unknown Single Less than $40K Blue 26 6 1 3 1859.0 1379 480.0 0.836 4260 72 0.714 0.742 1.0679e-04 0.99989000
772063308 Existing Customer 45 M 2 Graduate Single $60K - $80K Blue 34 5 1 1 13362.0 0 13362.0 0.682 4155 79 0.795 0.000 3.3214e-05 0.99997000
718574808 Existing Customer 33 F 2 Graduate Single Less than $40K Blue 17 4 3 4 2431.0 1846 585.0 0.612 4327 74 0.644 0.759 5.1600e-04 0.99948000
717131283 Existing Customer 43 F 4 High School Divorced $40K - $60K Blue 34 5 1 1 6034.0 1579 4455.0 0.753 4712 67 0.914 0.262 3.3863e-05 0.99997000
798996183 Existing Customer 61 F 0 Unknown Married Less than $40K Blue 55 4 2 3 2194.0 1512 682.0 0.725 4069 80 0.778 0.689 1.8057e-04 0.99982000
716831508 Existing Customer 47 F 3 High School Single $40K - $60K Blue 34 4 1 3 1963.0 1524 439.0 0.879 3492 59 1.034 0.776 9.3448e-05 0.99991000
715297908 Attrited Customer 41 F 4 College Unknown Unknown Blue 22 4 2 3 1438.3 1125 313.3 0.611 2534 52 0.486 0.782 9.9490e-01 0.00510000
813234108 Existing Customer 45 F 3 Uneducated Married Less than $40K Blue 40 4 1 3 2922.0 1212 1710.0 0.662 3895 70 0.591 0.415 9.8837e-05 0.99990000
711027183 Existing Customer 50 M 4 College Single $40K - $60K Blue 45 4 3 1 6943.0 600 6343.0 0.653 4946 80 0.739 0.086 1.1061e-04 0.99989000
718812708 Attrited Customer 57 M 2 Graduate Single $120K + Blue 44 5 3 4 34516.0 219 34297.0 0.482 1882 48 0.714 0.006 9.9807e-01 0.00193323
709505808 Attrited Customer 45 F 3 College Single Unknown Blue 33 5 3 4 4345.0 2198 2147.0 0.465 1918 31 0.292 0.506 9.9808e-01 0.00191630
711267633 Attrited Customer 50 F 3 Graduate Divorced Less than $40K Blue 40 5 4 4 4248.0 316 3932.0 0.661 2271 36 0.333 0.074 9.9846e-01 0.00154215
719613783 Existing Customer 51 F 1 Doctorate Married Less than $40K Blue 42 3 2 2 1438.3 0 1438.3 0.872 4211 64 0.778 0.000 1.5460e-04 0.99985000
719035758 Existing Customer 53 F 3 Uneducated Divorced Less than $40K Blue 43 5 1 2 2383.0 1516 867.0 0.857 4917 78 0.950 0.636 5.8763e-05 0.99994000
708473133 Existing Customer 55 F 1 Graduate Married Less than $40K Blue 45 4 2 3 1677.0 0 1677.0 0.824 4588 68 0.700 0.000 1.7969e-04 0.99982000
712996833 Existing Customer 40 F 1 High School Married Unknown Blue 33 4 2 2 2392.0 1129 1263.0 0.695 4309 86 0.720 0.472 1.0386e-04 0.99990000
720963258 Attrited Customer 52 F 3 College Married Less than $40K Blue 40 3 2 3 3474.0 0 3474.0 0.735 2675 37 0.480 0.000 9.9485e-01 0.00515000
819606258 Existing Customer 48 M 4 Unknown Married $60K - $80K Blue 43 5 3 3 8737.0 1629 7108.0 0.618 3876 55 0.774 0.186 3.4872e-04 0.99965000
714634983 Attrited Customer 44 F 1 Unknown Single Unknown Blue 36 3 3 3 3517.0 0 3517.0 0.634 2403 48 0.548 0.000 9.9681e-01 0.00319278
806428908 Existing Customer 60 F 1 Graduate Single Unknown Blue 55 3 3 3 13397.0 0 13397.0 0.814 5049 75 0.630 0.000 2.8395e-04 0.99972000
710903358 Existing Customer 65 F 0 Unknown Single Less than $40K Blue 55 5 2 1 6352.0 1386 4966.0 0.500 3709 77 0.604 0.218 6.4745e-05 0.99994000
712676208 Existing Customer 46 F 5 High School Single Less than $40K Blue 36 6 3 3 1787.0 1324 463.0 0.684 4084 79 1.026 0.741 3.0361e-04 0.99970000
709005633 Attrited Customer 62 M 0 High School Single $60K - $80K Blue 51 3 2 4 18734.0 0 18734.0 0.674 2112 52 0.857 0.000 9.9634e-01 0.00365621
712102983 Existing Customer 47 F 2 College Married Less than $40K Blue 36 6 3 3 1438.3 0 1438.3 0.634 3832 87 0.673 0.000 2.9411e-04 0.99971000
754480233 Existing Customer 50 M 2 Post-Graduate Divorced $40K - $60K Blue 43 5 2 4 3525.0 0 3525.0 0.798 4742 62 0.824 0.000 3.8424e-04 0.99962000
719042208 Existing Customer 43 M 4 Doctorate Unknown $60K - $80K Blue 33 4 3 4 2067.0 1250 817.0 0.891 4565 65 0.806 0.605 7.8294e-04 0.99922000
716251608 Existing Customer 45 F 4 Unknown Married Less than $40K Blue 36 6 1 4 2051.0 0 2051.0 0.989 4355 87 0.977 0.000 1.8218e-04 0.99982000
715537383 Existing Customer 46 M 3 College Single $120K + Blue 30 5 1 2 27378.0 1893 25485.0 0.432 3934 78 0.592 0.069 5.5564e-05 0.99994000
709460883 Attrited Customer 38 F 2 Doctorate Married Less than $40K Blue 28 5 2 4 1614.0 0 1614.0 0.609 2437 46 0.438 0.000 9.9789e-01 0.00211089
789325008 Existing Customer 49 M 3 College Single Less than $40K Blue 38 5 3 1 7862.0 1991 5871.0 0.654 3645 82 0.608 0.253 1.0944e-04 0.99989000
719195733 Existing Customer 47 M 3 College Married $60K - $80K Blue 36 5 1 3 4284.0 1900 2384.0 0.971 4948 85 0.848 0.444 9.3457e-05 0.99991000
787665258 Attrited Customer 47 F 3 Unknown Married Less than $40K Blue 37 1 2 2 1438.3 0 1438.3 0.749 2393 36 0.636 0.000 9.9236e-01 0.00764000
710226708 Existing Customer 55 F 2 Uneducated Divorced Less than $40K Blue 49 5 2 1 1438.3 680 758.3 0.770 4573 93 0.691 0.473 7.0576e-05 0.99993000
711982383 Existing Customer 62 M 1 Graduate Single $60K - $80K Blue 49 3 3 2 21805.0 1777 20028.0 0.519 4694 79 0.411 0.081 1.6883e-04 0.99983000
716345283 Existing Customer 55 M 2 Uneducated Single $60K - $80K Blue 36 5 1 4 4712.0 1920 2792.0 0.596 4277 66 0.571 0.407 1.6249e-04 0.99984000
816850458 Attrited Customer 33 M 2 Unknown Married $60K - $80K Blue 28 6 2 4 1698.0 0 1698.0 0.823 2448 40 0.379 0.000 9.9722e-01 0.00277723
710842308 Existing Customer 41 F 5 Uneducated Single $40K - $60K Blue 26 4 3 4 2264.0 928 1336.0 0.662 4150 83 0.844 0.410 5.4773e-04 0.99945000
713132133 Existing Customer 54 F 1 Unknown Married Less than $40K Blue 39 3 2 4 2720.0 1694 1026.0 0.843 5103 81 0.761 0.623 3.3692e-04 0.99966000
788874333 Existing Customer 55 M 3 Post-Graduate Unknown $120K + Blue 40 3 1 4 15631.0 1305 14326.0 0.668 4313 67 0.914 0.083 1.9296e-04 0.99981000
717987258 Existing Customer 43 F 3 Unknown Single $40K - $60K Blue 36 5 2 4 2594.0 1686 908.0 0.624 4503 67 0.811 0.650 3.7246e-04 0.99963000
793712658 Attrited Customer 52 M 3 Graduate Married $80K - $120K Blue 46 4 2 3 15011.0 2517 12494.0 0.713 1821 36 0.385 0.168 9.9499e-01 0.00501000
708324483 Existing Customer 47 F 4 Unknown Single Less than $40K Blue 39 3 3 4 1548.0 0 1548.0 0.664 4420 71 0.775 0.000 5.9480e-04 0.99941000
768612258 Existing Customer 52 F 3 Unknown Single Less than $40K Blue 46 3 3 3 2700.0 1623 1077.0 0.848 4171 78 0.814 0.601 3.4503e-04 0.99965000
719659758 Existing Customer 45 F 4 High School Married $40K - $60K Blue 35 6 1 0 2919.0 1670 1249.0 1.041 4194 72 0.756 0.572 2.0713e-05 0.99998000
711313158 Existing Customer 50 F 4 Unknown Single Unknown Blue 44 5 1 1 10721.0 0 10721.0 0.861 4962 74 0.510 0.000 3.8289e-05 0.99996000
716483358 Existing Customer 44 M 3 Graduate Single $40K - $60K Blue 29 5 1 4 6125.0 1329 4796.0 0.646 5481 68 0.700 0.217 1.6399e-04 0.99984000
719829633 Existing Customer 42 F 2 Unknown Married Less than $40K Blue 29 5 3 4 3200.0 1733 1467.0 0.909 5026 79 0.837 0.542 5.6716e-04 0.99943000
812465958 Existing Customer 53 F 3 Post-Graduate Divorced Unknown Blue 48 5 2 2 12286.0 997 11289.0 0.726 4960 83 0.729 0.081 1.3897e-04 0.99986000
786536808 Existing Customer 51 M 2 College Married $80K - $120K Blue 45 3 3 1 21543.0 0 21543.0 0.530 3928 82 0.640 0.000 1.0546e-04 0.99989000
807369708 Existing Customer 52 M 3 College Married $120K + Blue 47 3 2 4 6355.0 0 6355.0 0.711 4009 74 0.947 0.000 3.2945e-04 0.99967000
711397533 Existing Customer 52 F 2 High School Married Less than $40K Blue 41 4 2 2 5616.0 2410 3206.0 0.962 3410 62 0.590 0.429 1.1065e-04 0.99989000
711740508 Existing Customer 50 F 1 Unknown Married $40K - $60K Blue 40 6 2 2 2661.0 1575 1086.0 0.735 4615 82 0.708 0.592 1.1743e-04 0.99988000
715233108 Existing Customer 38 M 1 College Married $60K - $80K Blue 36 4 1 2 2836.0 862 1974.0 0.772 4121 83 0.694 0.304 5.0261e-05 0.99995000
813807258 Existing Customer 50 F 2 High School Married $40K - $60K Blue 45 6 3 3 1438.3 0 1438.3 0.707 4670 82 0.864 0.000 2.9408e-04 0.99971000
769183908 Existing Customer 51 F 2 Doctorate Single Unknown Blue 45 6 3 1 2109.0 683 1426.0 0.593 4321 58 0.812 0.324 1.5697e-04 0.99984000
718451133 Existing Customer 48 M 2 Graduate Single $60K - $80K Blue 40 4 5 4 14951.0 1413 13538.0 0.784 3899 68 1.061 0.095 5.7631e-04 0.99942000
721115733 Existing Customer 47 M 3 Unknown Married $60K - $80K Blue 36 5 3 2 1591.0 894 697.0 0.786 3698 79 1.026 0.562 2.0516e-04 0.99979000
720085233 Attrited Customer 51 F 2 Doctorate Divorced Unknown Blue 40 6 3 4 8930.0 2517 6413.0 0.661 2167 38 0.357 0.282 9.9866e-01 0.00133669
717036408 Existing Customer 36 F 1 Uneducated Single Unknown Blue 36 6 3 1 4685.0 1626 3059.0 0.945 4560 81 0.588 0.347 1.0469e-04 0.99990000
714427608 Existing Customer 45 F 5 Post-Graduate Married Unknown Blue 29 5 3 1 2555.0 681 1874.0 0.576 4888 78 0.814 0.267 1.3178e-04 0.99987000
780019908 Existing Customer 53 F 1 Graduate Single Less than $40K Blue 43 6 3 2 2172.0 644 1528.0 0.673 4657 82 0.907 0.297 1.6883e-04 0.99983000
827898033 Attrited Customer 54 F 1 Uneducated Married Unknown Blue 50 4 0 3 2912.0 0 2912.0 0.621 2465 54 1.077 0.000 9.7066e-01 0.02934000
720302883 Existing Customer 53 F 3 Graduate Married Less than $40K Blue 35 4 3 1 3390.0 2180 1210.0 0.877 4585 78 0.950 0.643 1.1256e-04 0.99989000
715893633 Existing Customer 47 F 4 Doctorate Single Less than $40K Blue 36 4 3 2 2193.0 1084 1109.0 0.974 4755 81 0.761 0.494 2.7297e-04 0.99973000
720730683 Existing Customer 51 F 2 Graduate Married Unknown Blue 36 5 3 3 17412.0 730 16682.0 0.837 4997 84 0.615 0.042 3.0251e-04 0.99970000
720638283 Existing Customer 40 F 4 College Single Less than $40K Blue 20 4 3 2 2801.0 1731 1070.0 0.644 4568 83 0.930 0.618 1.8340e-04 0.99982000
789053883 Existing Customer 43 M 3 Post-Graduate Single $60K - $80K Blue 31 4 2 1 11186.0 2231 8955.0 0.708 3692 84 0.647 0.199 8.3810e-05 0.99992000
719286708 Existing Customer 50 F 1 Graduate Single Less than $40K Blue 39 4 5 2 2434.0 1340 1094.0 0.668 4498 76 0.810 0.551 1.8857e-04 0.99981000
713952558 Attrited Customer 53 F 3 Doctorate Single Unknown Blue 43 3 3 2 1790.0 1474 316.0 0.595 2128 40 0.429 0.823 9.9631e-01 0.00368792
793395933 Existing Customer 59 F 1 High School Single Less than $40K Blue 53 4 3 3 2716.0 1740 976.0 0.650 4208 69 0.568 0.641 2.7604e-04 0.99972000
813895458 Existing Customer 49 F 0 Unknown Single Unknown Blue 43 6 3 3 2874.0 0 2874.0 0.676 4617 89 0.780 0.000 2.8535e-04 0.99971000
771733608 Attrited Customer 47 F 1 Graduate Married $40K - $60K Blue 35 3 3 5 1438.3 0 1438.3 0.809 2276 40 0.538 0.000 9.9881e-01 0.00119106
710102208 Existing Customer 56 M 2 Graduate Single $60K - $80K Blue 36 3 2 2 18776.0 0 18776.0 0.810 4464 75 0.596 0.000 1.1382e-04 0.99989000
719511783 Existing Customer 48 F 1 Unknown Married Unknown Blue 41 3 2 2 1438.3 1197 241.3 0.917 4916 78 0.696 0.832 1.1743e-04 0.99988000
712849158 Attrited Customer 55 M 0 High School Divorced $80K - $120K Blue 44 4 3 3 19793.0 2488 17305.0 0.594 2186 44 0.467 0.126 9.9605e-01 0.00394582
783070833 Existing Customer 34 F 4 Graduate Single $40K - $60K Blue 28 5 2 3 2472.0 1899 573.0 0.770 4408 86 0.792 0.768 2.0077e-04 0.99980000
713419908 Existing Customer 58 F 2 High School Married Unknown Blue 50 3 2 3 12362.0 0 12362.0 0.635 4537 72 0.636 0.000 1.8610e-04 0.99981000
789345408 Existing Customer 39 F 2 College Married $40K - $60K Blue 29 5 3 2 1438.3 722 716.3 0.894 4983 53 1.120 0.502 1.7488e-04 0.99983000
720992883 Existing Customer 47 F 4 Graduate Married Less than $40K Blue 37 4 3 3 3189.0 1863 1326.0 0.770 4805 76 0.949 0.584 3.1726e-04 0.99968000
803652633 Existing Customer 47 F 2 Uneducated Single Less than $40K Blue 41 4 2 2 2092.0 1575 517.0 0.838 5124 70 0.522 0.753 1.1703e-04 0.99988000
789248958 Existing Customer 37 F 2 High School Married $40K - $60K Blue 26 3 2 3 2946.0 2517 429.0 0.841 5259 89 0.780 0.854 1.8610e-04 0.99981000
716178483 Existing Customer 41 F 4 Uneducated Unknown $40K - $60K Blue 29 4 3 2 2430.0 0 2430.0 0.569 4334 71 0.578 0.000 1.9396e-04 0.99981000
715440558 Existing Customer 50 F 1 Graduate Married Less than $40K Blue 36 3 1 2 4143.0 1888 2255.0 0.561 3940 74 0.805 0.456 5.1697e-05 0.99995000
711535158 Attrited Customer 46 F 1 College Unknown Unknown Blue 35 5 3 3 2197.0 461 1736.0 0.636 1955 42 0.448 0.210 9.9639e-01 0.00360825
713647083 Existing Customer 53 F 2 Uneducated Single Unknown Blue 36 5 2 3 9314.0 1761 7553.0 0.562 3696 80 0.778 0.189 1.9683e-04 0.99980000
718311933 Attrited Customer 53 F 4 Doctorate Married Less than $40K Blue 37 6 2 2 3719.0 2517 1202.0 0.666 2587 43 0.536 0.677 9.9425e-01 0.00575000
718404783 Attrited Customer 59 F 0 Unknown Married Unknown Blue 49 5 2 4 6996.0 0 6996.0 0.871 2384 33 0.375 0.000 9.9677e-01 0.00323494
817332483 Attrited Customer 63 M 0 Doctorate Single Unknown Blue 47 6 4 3 7306.0 0 7306.0 0.875 2445 43 0.593 0.000 9.9780e-01 0.00219708
710015733 Attrited Customer 41 F 1 Doctorate Divorced Less than $40K Blue 30 3 3 1 2029.0 621 1408.0 1.001 3142 37 0.850 0.306 9.9326e-01 0.00674000
794965233 Attrited Customer 51 F 1 Graduate Married Less than $40K Silver 45 6 3 3 13199.0 781 12418.0 0.411 1927 44 0.630 0.059 9.9612e-01 0.00388140
710512833 Existing Customer 38 F 2 Graduate Married Less than $40K Blue 29 6 1 1 3304.0 1338 1966.0 0.615 5178 79 0.756 0.405 3.3214e-05 0.99997000
710803008 Existing Customer 40 F 3 Doctorate Married Less than $40K Blue 30 6 3 2 3125.0 2041 1084.0 0.675 4372 68 0.659 0.653 2.7008e-04 0.99973000
712987608 Existing Customer 51 F 2 Doctorate Single Less than $40K Blue 40 3 3 3 1438.3 1153 285.3 0.866 4263 84 0.909 0.802 4.3772e-04 0.99956000
716974383 Existing Customer 41 M 5 Graduate Single $80K - $120K Blue 28 3 2 0 2491.0 1979 512.0 0.629 1911 35 0.750 0.794 4.3347e-05 0.99996000
720930633 Attrited Customer 58 F 0 High School Single Less than $40K Blue 46 5 4 2 1977.0 0 1977.0 0.868 2341 37 0.370 0.000 9.9452e-01 0.00548000
710136258 Attrited Customer 33 F 2 Graduate Single Less than $40K Blue 24 6 2 3 1806.0 0 1806.0 0.983 2833 43 0.654 0.000 9.9480e-01 0.00520000
779438208 Existing Customer 38 F 3 Graduate Single Less than $40K Blue 22 4 3 3 1938.0 1175 763.0 0.850 4606 75 0.875 0.606 3.1390e-04 0.99969000
721017333 Existing Customer 42 F 4 Post-Graduate Married Less than $40K Blue 36 4 2 3 3188.0 2002 1186.0 0.825 4606 83 0.804 0.628 2.3623e-04 0.99976000
720952608 Existing Customer 44 F 2 High School Single Less than $40K Blue 29 6 1 2 2288.0 1505 783.0 0.788 4396 68 0.659 0.658 5.3542e-05 0.99995000
712886733 Existing Customer 44 F 1 Graduate Unknown Less than $40K Blue 32 3 3 3 1780.0 1338 442.0 0.966 4268 87 0.673 0.752 2.8395e-04 0.99972000
810545733 Existing Customer 47 F 2 College Married Unknown Blue 42 3 3 3 2373.0 1480 893.0 0.631 4228 63 0.658 0.624 2.9411e-04 0.99971000
822132858 Attrited Customer 41 M 4 Uneducated Married $80K - $120K Blue 37 1 2 2 23250.0 0 23250.0 0.564 2205 43 0.654 0.000 9.9192e-01 0.00808000
713526258 Attrited Customer 47 M 3 Uneducated Single $120K + Blue 36 3 3 4 34516.0 0 34516.0 0.517 2020 33 0.375 0.000 9.9819e-01 0.00181217
712877733 Existing Customer 48 M 5 Graduate Married $80K - $120K Blue 42 6 3 3 12882.0 1402 11480.0 0.783 4407 84 0.647 0.109 3.1231e-04 0.99969000
713339283 Existing Customer 54 M 3 Unknown Married $60K - $80K Blue 39 4 3 4 6348.0 798 5550.0 1.042 4135 71 0.972 0.126 5.8851e-04 0.99941000
720473433 Existing Customer 59 F 1 Graduate Unknown Less than $40K Blue 36 5 1 3 2621.0 2486 135.0 0.755 4955 78 0.733 0.948 8.6952e-05 0.99991000
780584658 Attrited Customer 33 F 2 Uneducated Unknown $40K - $60K Blue 22 4 2 2 1843.0 1293 550.0 0.349 2077 61 0.694 0.702 9.9153e-01 0.00847000
711824358 Existing Customer 44 F 4 College Single Less than $40K Blue 31 3 3 2 3228.0 0 3228.0 0.747 4524 70 0.667 0.000 1.8340e-04 0.99982000
789990333 Existing Customer 43 F 4 Graduate Single $40K - $60K Blue 35 5 2 2 2303.0 722 1581.0 0.807 4469 80 0.778 0.314 1.1937e-04 0.99988000
721332033 Existing Customer 42 M 2 Unknown Single $80K - $120K Blue 30 4 2 1 29195.0 892 28303.0 0.565 4411 67 0.763 0.031 7.5449e-05 0.99992000
709612983 Attrited Customer 41 F 2 Graduate Married $40K - $60K Blue 36 5 2 4 2990.0 1828 1162.0 0.488 2265 41 0.414 0.611 9.9695e-01 0.00305189
771058908 Existing Customer 55 F 3 High School Single $40K - $60K Blue 42 3 3 2 2873.0 2455 418.0 1.000 4563 72 0.756 0.855 1.8145e-04 0.99982000
715471833 Existing Customer 50 M 0 Post-Graduate Married $80K - $120K Blue 36 5 1 3 28253.0 0 28253.0 0.479 4525 67 0.763 0.000 9.3538e-05 0.99991000
711781233 Existing Customer 53 F 3 Graduate Married Unknown Blue 45 6 1 3 1882.0 0 1882.0 0.800 5221 87 0.891 0.000 9.6126e-05 0.99990000
713947908 Existing Customer 33 M 2 High School Married $80K - $120K Blue 23 6 2 2 1630.0 0 1630.0 0.605 4426 91 0.784 0.000 1.1065e-04 0.99989000
709741608 Existing Customer 51 M 2 Unknown Single $80K - $120K Blue 36 3 1 2 4546.0 0 4546.0 0.651 3739 53 0.963 0.000 6.0540e-05 0.99994000
709333608 Existing Customer 58 F 2 High School Single Unknown Blue 46 6 2 2 2395.0 1345 1050.0 0.811 4983 84 0.867 0.562 1.1065e-04 0.99989000
709688883 Attrited Customer 45 M 3 High School Unknown $80K - $120K Blue 36 4 3 2 3845.0 0 3845.0 0.595 2174 39 0.393 0.000 9.9452e-01 0.00548000
716269308 Existing Customer 56 F 3 Graduate Single Less than $40K Blue 36 4 2 2 2836.0 1362 1474.0 0.661 4192 90 0.731 0.480 1.1811e-04 0.99988000
708692583 Attrited Customer 44 F 2 High School Single Less than $40K Blue 31 3 3 3 1506.0 168 1338.0 0.671 2312 44 0.467 0.112 9.9661e-01 0.00338788
709892658 Existing Customer 48 F 5 Graduate Single Less than $40K Blue 38 5 3 2 1605.0 1300 305.0 0.950 4495 67 0.718 0.810 1.8570e-04 0.99981000
713815383 Attrited Customer 53 M 1 High School Single $80K - $120K Blue 36 3 2 2 11778.0 0 11778.0 0.603 2147 44 0.375 0.000 9.9046e-01 0.00954000
710183283 Existing Customer 55 F 1 High School Married Less than $40K Blue 36 5 1 1 2747.0 0 2747.0 0.834 5032 84 0.680 0.000 3.0307e-05 0.99997000
711937158 Existing Customer 49 M 3 College Married $60K - $80K Blue 39 5 3 3 2501.0 0 2501.0 0.832 4837 87 0.740 0.000 3.0519e-04 0.99969000
771486933 Existing Customer 64 M 1 Graduate Single Less than $40K Blue 52 5 3 2 2563.0 2242 321.0 1.114 3942 84 0.826 0.875 1.6883e-04 0.99983000
717450633 Attrited Customer 47 M 3 Uneducated Single $60K - $80K Blue 36 3 2 4 1659.0 1544 115.0 0.408 1920 39 0.345 0.931 9.9714e-01 0.00286097
718421808 Existing Customer 56 F 2 Uneducated Married Unknown Blue 43 6 3 2 3068.0 1765 1303.0 0.853 4611 73 0.698 0.575 1.8494e-04 0.99982000
716403633 Existing Customer 60 F 0 College Divorced Less than $40K Blue 50 5 3 2 3426.0 1650 1776.0 0.622 4467 69 1.029 0.482 1.5007e-04 0.99985000
717646983 Attrited Customer 59 F 1 Graduate Single Less than $40K Blue 49 4 3 4 3214.0 424 2790.0 0.877 2720 53 0.710 0.132 9.9794e-01 0.00205937
778837083 Attrited Customer 50 M 2 Graduate Married $80K - $120K Blue 31 3 3 3 12906.0 321 12585.0 0.760 2078 62 0.550 0.025 9.9671e-01 0.00329379
768632958 Attrited Customer 59 F 1 Graduate Single Unknown Blue 49 3 4 6 8708.0 1091 7617.0 0.904 2508 49 0.885 0.125 9.9944e-01 0.00056181
715622508 Attrited Customer 52 M 2 Unknown Married $80K - $120K Blue 41 6 4 3 7904.0 0 7904.0 0.712 2094 32 0.231 0.000 9.9752e-01 0.00248146
708402333 Existing Customer 48 F 2 Doctorate Divorced Unknown Blue 37 6 2 0 4549.0 1313 3236.0 0.777 4782 88 0.660 0.289 6.0759e-05 0.99994000
708946008 Attrited Customer 46 F 3 College Married Less than $40K Blue 36 5 2 2 1438.3 1214 224.3 0.783 2445 39 0.444 0.844 9.9137e-01 0.00863000
715625658 Existing Customer 49 F 3 High School Married Less than $40K Blue 36 3 1 3 4476.0 1492 2984.0 0.933 4603 87 0.706 0.333 9.3448e-05 0.99991000
789599283 Existing Customer 44 F 3 College Divorced Unknown Blue 38 5 3 2 2002.0 1448 554.0 0.734 3406 62 0.632 0.723 1.8146e-04 0.99982000
708960858 Existing Customer 40 M 4 High School Married $80K - $120K Blue 21 3 2 3 11502.0 2066 9436.0 0.889 4786 85 1.125 0.180 1.9517e-04 0.99980000
814840833 Attrited Customer 44 M 4 Doctorate Married $120K + Blue 39 4 3 2 7924.0 2517 5407.0 0.663 2393 37 0.682 0.318 9.9635e-01 0.00364906
772082208 Existing Customer 39 M 1 Graduate Single $120K + Blue 28 4 2 2 16199.0 0 16199.0 0.771 4254 82 0.673 0.000 1.0684e-04 0.99989000
711597183 Existing Customer 43 M 2 Uneducated Divorced $80K - $120K Blue 34 5 3 2 1452.0 0 1452.0 0.970 4571 72 0.846 0.000 1.8494e-04 0.99982000
712110333 Attrited Customer 37 F 3 High School Single Unknown Blue 18 4 1 3 2179.0 0 2179.0 0.725 2568 48 0.297 0.000 9.8941e-01 0.01059000
718673358 Attrited Customer 35 M 3 Doctorate Married $80K - $120K Blue 30 5 3 4 13590.0 1528 12062.0 0.728 2137 52 0.486 0.112 9.9871e-01 0.00128822
712479633 Attrited Customer 31 F 1 Unknown Single Less than $40K Blue 20 3 1 2 1695.0 0 1695.0 0.561 2428 43 0.593 0.000 9.8271e-01 0.01729000
716108283 Existing Customer 53 F 4 Graduate Married Less than $40K Blue 46 6 3 3 4430.0 1579 2851.0 0.836 4833 82 0.673 0.356 3.1726e-04 0.99968000
779360808 Existing Customer 49 F 3 Graduate Married Less than $40K Blue 35 3 3 3 2919.0 2032 887.0 0.654 4937 75 0.667 0.696 3.1390e-04 0.99969000
716352033 Existing Customer 49 F 2 Graduate Married Less than $40K Blue 39 3 3 3 2796.0 1035 1761.0 0.664 4869 78 0.857 0.370 3.0251e-04 0.99970000
716643033 Attrited Customer 41 F 2 Graduate Married Less than $40K Blue 31 3 3 3 2580.0 2137 443.0 1.056 2981 40 0.481 0.828 9.9671e-01 0.00329379
711567333 Existing Customer 43 M 1 High School Single $60K - $80K Blue 31 5 3 2 2834.0 1720 1114.0 0.620 4581 70 0.591 0.607 1.6413e-04 0.99984000
788756133 Existing Customer 44 F 3 Unknown Divorced Less than $40K Blue 24 4 1 2 2617.0 1508 1109.0 1.393 4400 60 0.818 0.576 6.2820e-05 0.99994000
755437533 Existing Customer 48 F 4 Graduate Single Less than $40K Blue 41 3 3 2 1522.0 1273 249.0 0.735 5005 77 0.674 0.836 1.8864e-04 0.99981000
713573508 Attrited Customer 41 M 4 Graduate Unknown $40K - $60K Silver 32 4 2 4 16509.0 425 16084.0 0.356 1740 43 0.387 0.026 9.9678e-01 0.00322004
709430508 Attrited Customer 40 M 4 High School Unknown $40K - $60K Blue 32 1 2 3 7316.0 1335 5981.0 0.563 1849 50 0.471 0.182 9.9490e-01 0.00510000
710645583 Existing Customer 44 F 2 Uneducated Single Unknown Blue 37 5 1 2 7627.0 1742 5885.0 0.771 4349 75 0.705 0.228 5.6630e-05 0.99994000
714253983 Existing Customer 44 M 3 Unknown Married $40K - $60K Blue 36 4 2 3 9465.0 0 9465.0 0.657 3675 59 1.107 0.000 2.1834e-04 0.99978000
771566208 Existing Customer 48 M 3 College Married Less than $40K Blue 36 3 1 2 8795.0 1318 7477.0 0.563 4681 74 0.682 0.150 5.5564e-05 0.99994000
713314533 Attrited Customer 40 M 2 Unknown Single $60K - $80K Blue 27 6 2 3 12283.0 0 12283.0 0.413 1993 41 0.323 0.000 9.9527e-01 0.00472896
720725883 Existing Customer 34 F 2 College Single Less than $40K Blue 20 5 2 3 2715.0 1503 1212.0 0.704 4177 68 0.659 0.554 1.8612e-04 0.99981000
708539583 Existing Customer 44 F 3 Unknown Married Unknown Blue 25 6 1 3 19897.0 2232 17665.0 0.672 3979 63 0.500 0.112 1.0566e-04 0.99989000
716747283 Existing Customer 44 F 2 Uneducated Single Less than $40K Blue 36 5 2 2 2097.0 1224 873.0 0.819 5059 79 0.681 0.584 1.1703e-04 0.99988000
787519683 Existing Customer 41 F 2 Graduate Single Less than $40K Blue 30 3 2 2 3028.0 2270 758.0 0.804 4727 78 0.660 0.750 1.1382e-04 0.99989000
721044333 Existing Customer 34 F 2 College Single Less than $40K Blue 22 5 2 0 1695.0 761 934.0 0.797 4905 91 0.750 0.449 4.0820e-05 0.99996000
713679633 Attrited Customer 41 F 3 Graduate Married Less than $40K Blue 33 6 3 5 1438.3 0 1438.3 0.305 1813 51 0.759 0.000 9.9892e-01 0.00107750
711126483 Existing Customer 37 F 1 Graduate Single Less than $40K Blue 28 4 3 3 1438.3 599 839.3 0.897 5136 76 0.900 0.416 2.8395e-04 0.99972000
814191333 Attrited Customer 55 M 2 Unknown Divorced $120K + Blue 50 5 4 3 24250.0 278 23972.0 0.647 2153 41 0.577 0.011 9.9752e-01 0.00248146
715040208 Existing Customer 49 F 2 Graduate Single Unknown Blue 38 6 3 3 5076.0 871 4205.0 0.693 4115 72 0.600 0.172 3.0251e-04 0.99970000
710769258 Existing Customer 40 F 2 Graduate Single Unknown Blue 27 4 2 3 4438.0 1513 2925.0 0.807 3895 75 0.829 0.341 1.9143e-04 0.99981000
715227633 Existing Customer 36 F 3 College Single Less than $40K Blue 36 5 2 3 1964.0 0 1964.0 0.776 4240 60 0.622 0.000 1.9313e-04 0.99981000
708635058 Existing Customer 53 F 0 High School Single Less than $40K Blue 44 4 1 1 1904.0 886 1018.0 0.695 4798 85 0.809 0.465 2.7707e-05 0.99997000
709051533 Existing Customer 46 F 1 Graduate Married $40K - $60K Blue 26 6 3 0 2933.0 1569 1364.0 0.648 4956 92 0.673 0.535 6.2282e-05 0.99994000
718940208 Existing Customer 55 F 0 Graduate Single Unknown Blue 44 6 1 3 18202.0 1841 16361.0 0.760 3551 68 0.700 0.101 7.9494e-05 0.99992000
712361583 Existing Customer 47 M 5 Graduate Married $80K - $120K Silver 36 3 3 1 34516.0 760 33756.0 0.407 3756 67 0.558 0.022 1.0119e-04 0.99990000
708390633 Existing Customer 52 F 3 Graduate Married Less than $40K Blue 44 5 5 3 2421.0 2312 109.0 0.674 4219 69 0.605 0.955 3.5060e-04 0.99965000
720281508 Existing Customer 44 F 2 Doctorate Divorced Less than $40K Blue 34 3 1 2 2406.0 1491 915.0 0.606 4625 91 0.685 0.620 7.9702e-05 0.99992000
720885558 Existing Customer 51 F 2 High School Single $40K - $60K Blue 37 5 1 1 2621.0 2426 195.0 0.727 4885 74 1.114 0.926 3.2288e-05 0.99997000
709781208 Existing Customer 34 F 0 Unknown Married Less than $40K Blue 26 5 3 1 2291.0 0 2291.0 0.892 5409 82 0.822 0.000 1.0232e-04 0.99990000
710086308 Existing Customer 46 F 4 High School Unknown $40K - $60K Blue 38 6 2 0 3645.0 1179 2466.0 0.559 4680 87 0.933 0.323 4.2806e-05 0.99996000
713282733 Existing Customer 37 F 2 Graduate Single $40K - $60K Blue 24 4 3 1 3375.0 1730 1645.0 0.514 4341 64 0.684 0.513 1.0848e-04 0.99989000
815812683 Existing Customer 47 M 3 Unknown Single $120K + Blue 42 5 3 2 8856.0 1433 7423.0 0.811 5072 77 0.711 0.162 2.0516e-04 0.99979000
708204033 Existing Customer 36 F 5 Unknown Single Less than $40K Blue 24 3 1 1 2980.0 2093 887.0 0.522 4132 70 0.667 0.702 3.7691e-05 0.99996000
720040158 Existing Customer 47 M 3 Uneducated Single $60K - $80K Blue 36 3 3 2 17656.0 0 17656.0 0.727 4633 71 0.868 0.000 1.9191e-04 0.99981000
755996583 Attrited Customer 57 F 2 Uneducated Single Less than $40K Blue 50 5 0 3 2475.0 0 2475.0 0.823 2574 43 0.654 0.000 9.7241e-01 0.02759000
711359058 Existing Customer 46 F 4 High School Single Less than $40K Blue 33 3 2 2 3942.0 1711 2231.0 0.610 4622 71 0.614 0.434 1.1604e-04 0.99988000
714064908 Existing Customer 57 F 1 Graduate Single Less than $40K Blue 36 4 2 3 1771.0 1289 482.0 0.911 4813 84 0.867 0.728 1.7969e-04 0.99982000
717074283 Attrited Customer 45 F 3 Graduate Divorced Unknown Blue 37 5 2 6 17678.0 0 17678.0 0.788 2566 49 0.815 0.000 9.9903e-01 0.00097026
765847383 Existing Customer 50 M 1 Graduate Married $120K + Blue 43 4 5 3 20958.0 0 20958.0 0.769 4425 78 0.696 0.000 3.1714e-04 0.99968000
789531633 Existing Customer 53 F 4 Graduate Single Less than $40K Blue 46 4 1 2 4117.0 777 3340.0 0.592 5218 88 0.600 0.189 5.7762e-05 0.99994000
820593033 Existing Customer 43 F 2 Graduate Single $40K - $60K Silver 39 3 1 2 18524.0 1736 16788.0 0.762 4496 64 0.882 0.094 4.9765e-05 0.99995000
710078358 Existing Customer 36 M 4 Post-Graduate Married Less than $40K Blue 26 5 1 1 2222.0 1291 931.0 0.988 4095 88 0.630 0.581 4.0988e-05 0.99996000
715025208 Existing Customer 56 F 2 College Married Less than $40K Blue 46 5 3 3 3119.0 1778 1341.0 1.010 4168 63 0.853 0.570 2.9411e-04 0.99971000
709596783 Existing Customer 46 M 3 College Married $40K - $60K Blue 34 5 1 2 1611.0 0 1611.0 0.731 4444 78 0.857 0.000 5.5564e-05 0.99994000
715960308 Attrited Customer 53 F 1 Graduate Divorced Less than $40K Blue 44 3 3 3 4090.0 2517 1573.0 0.562 2016 49 0.690 0.615 9.9649e-01 0.00350838
716653758 Existing Customer 55 M 0 Unknown Single $60K - $80K Blue 36 3 3 3 1467.0 0 1467.0 0.739 4226 74 0.850 0.000 2.8535e-04 0.99971000
787268733 Existing Customer 52 F 1 Graduate Married $40K - $60K Blue 46 5 1 2 2442.0 1507 935.0 0.631 4535 85 0.809 0.617 5.1697e-05 0.99995000
789923058 Attrited Customer 53 F 1 High School Married $40K - $60K Blue 44 3 3 3 1816.0 0 1816.0 0.884 2474 44 0.692 0.000 9.9639e-01 0.00360858
771079833 Existing Customer 40 F 3 High School Single Less than $40K Blue 27 3 3 3 1438.3 0 1438.3 0.845 4332 78 0.696 0.000 3.0516e-04 0.99969000
710507733 Existing Customer 42 M 4 Graduate Single $60K - $80K Blue 35 3 3 1 14958.0 1644 13314.0 0.686 4038 68 0.511 0.110 1.1377e-04 0.99989000
779269158 Attrited Customer 43 F 2 Graduate Married Unknown Blue 25 4 2 4 21961.0 0 21961.0 0.653 2237 39 0.393 0.000 9.9695e-01 0.00305189
711627558 Existing Customer 40 F 3 Uneducated Single Less than $40K Blue 30 5 1 2 1625.0 912 713.0 0.877 3968 73 0.698 0.561 5.8763e-05 0.99994000
710536983 Existing Customer 49 F 0 Post-Graduate Married Less than $40K Blue 36 6 3 3 3007.0 2517 490.0 0.853 4423 67 0.675 0.837 3.0545e-04 0.99969000
712237458 Existing Customer 47 M 3 Unknown Married $120K + Blue 28 3 2 2 11629.0 802 10827.0 0.912 3752 78 0.902 0.069 1.2982e-04 0.99987000
778289883 Attrited Customer 42 F 2 Graduate Unknown Less than $40K Blue 32 3 3 3 1507.0 0 1507.0 0.806 2528 41 0.640 0.000 9.9671e-01 0.00329379
714154533 Existing Customer 45 F 3 High School Single Unknown Blue 36 6 1 2 3111.0 1994 1117.0 0.753 4478 56 0.697 0.641 5.5559e-05 0.99994000
803657133 Existing Customer 60 M 1 Graduate Single $40K - $60K Blue 54 6 3 3 1848.0 1408 440.0 0.779 4757 75 0.923 0.762 2.8395e-04 0.99972000
769053033 Attrited Customer 44 F 1 Graduate Single $40K - $60K Blue 38 3 2 5 4142.0 2517 1625.0 0.809 2104 44 0.833 0.608 9.9812e-01 0.00188108
713613258 Existing Customer 46 M 4 High School Single $80K - $120K Blue 36 6 1 2 1438.3 0 1438.3 0.746 4461 71 0.821 0.000 5.6153e-05 0.99994000
768544833 Existing Customer 45 F 4 Uneducated Single Less than $40K Blue 39 6 2 3 2202.0 1414 788.0 0.593 4531 77 0.540 0.642 2.0643e-04 0.99979000
720782658 Existing Customer 42 M 4 Graduate Married $60K - $80K Blue 36 4 2 3 3591.0 1749 1842.0 0.733 5079 80 0.905 0.487 2.0077e-04 0.99980000
768162108 Attrited Customer 49 M 3 College Married $120K + Blue 43 5 3 3 4781.0 0 4781.0 0.788 2451 50 0.667 0.000 9.9674e-01 0.00326498
710511858 Existing Customer 58 F 0 Unknown Married Less than $40K Blue 36 3 3 3 3832.0 1439 2393.0 0.851 4741 88 0.760 0.376 2.8535e-04 0.99971000
714516033 Existing Customer 53 M 3 High School Married $120K + Blue 44 4 2 0 9025.0 1005 8020.0 0.568 4412 87 0.706 0.111 4.2354e-05 0.99996000
788630958 Existing Customer 44 M 2 Uneducated Single $40K - $60K Blue 28 3 1 2 11627.0 0 11627.0 0.638 3264 67 0.396 0.000 5.6630e-05 0.99994000
717646008 Existing Customer 61 F 1 College Married Unknown Blue 46 6 2 2 5686.0 0 5686.0 1.027 4338 67 0.675 0.000 1.0387e-04 0.99990000
712290258 Existing Customer 49 F 1 Unknown Married Less than $40K Blue 40 5 1 3 2636.0 1840 796.0 0.844 4056 67 0.811 0.698 9.5577e-05 0.99990000
716292033 Existing Customer 37 F 4 High School Single Less than $40K Blue 36 6 2 3 1438.3 0 1438.3 0.568 4815 84 0.787 0.000 1.9517e-04 0.99980000
780372408 Existing Customer 43 F 5 High School Single Less than $40K Blue 33 6 2 2 4976.0 866 4110.0 0.985 4317 69 0.568 0.174 1.1423e-04 0.99989000
720853158 Existing Customer 38 F 3 High School Single Unknown Blue 24 6 3 3 13951.0 1607 12344.0 0.932 4576 70 0.591 0.115 3.0516e-04 0.99969000
823507833 Existing Customer 44 M 4 High School Single $60K - $80K Blue 40 4 3 2 14370.0 945 13425.0 0.557 4510 79 0.646 0.066 1.8339e-04 0.99982000
711111633 Existing Customer 60 M 1 High School Single $40K - $60K Silver 49 5 2 2 21681.0 0 21681.0 0.704 3844 75 1.083 0.000 9.3844e-05 0.99991000
709904508 Existing Customer 59 F 0 Post-Graduate Single $40K - $60K Blue 40 5 3 3 2634.0 1644 990.0 1.092 4190 71 0.732 0.624 3.0545e-04 0.99969000
712022883 Existing Customer 37 F 2 High School Single $40K - $60K Blue 27 4 1 2 2204.0 919 1285.0 0.712 4555 82 1.000 0.417 5.3542e-05 0.99995000
712173108 Existing Customer 48 F 1 Unknown Unknown $40K - $60K Blue 36 3 1 3 2447.0 1991 456.0 0.719 4228 82 0.708 0.814 9.5577e-05 0.99990000
714156633 Existing Customer 60 F 0 Unknown Single Unknown Blue 36 3 3 2 3068.0 0 3068.0 0.897 4533 79 0.795 0.000 1.6966e-04 0.99983000
714581358 Attrited Customer 48 F 3 Graduate Single Less than $40K Blue 43 3 3 4 1502.0 0 1502.0 0.529 2204 36 0.440 0.000 9.9814e-01 0.00186317
713256033 Existing Customer 39 F 3 Uneducated Single Unknown Blue 25 5 3 3 4181.0 1604 2577.0 0.659 3955 74 0.574 0.384 3.2275e-04 0.99968000
825831933 Existing Customer 52 F 3 High School Married Less than $40K Blue 48 4 2 2 3136.0 1103 2033.0 0.812 4528 81 0.884 0.352 1.1482e-04 0.99989000
720274158 Existing Customer 42 F 4 High School Married Less than $40K Blue 35 4 2 2 4478.0 1700 2778.0 0.655 3879 76 1.235 0.380 1.1604e-04 0.99988000
772394883 Attrited Customer 60 F 1 Uneducated Single Unknown Blue 50 3 6 3 7359.0 0 7359.0 0.768 2869 43 0.433 0.000 9.9568e-01 0.00431907
794253108 Existing Customer 52 M 4 Graduate Single $40K - $60K Blue 46 3 3 2 13090.0 0 13090.0 0.750 3851 78 1.000 0.000 1.8864e-04 0.99981000
720899883 Existing Customer 44 F 1 High School Married $40K - $60K Blue 35 6 2 2 6849.0 0 6849.0 0.736 3770 82 0.864 0.000 1.0386e-04 0.99990000
714313608 Existing Customer 36 F 4 Uneducated Married Less than $40K Blue 36 5 3 0 4228.0 1886 2342.0 1.076 4356 74 0.682 0.446 7.1552e-05 0.99993000
716602683 Existing Customer 49 F 3 Graduate Married $40K - $60K Blue 36 3 3 2 5678.0 2082 3596.0 0.830 5092 70 0.707 0.367 1.8665e-04 0.99981000
715928808 Existing Customer 42 F 2 High School Married Less than $40K Blue 31 3 5 2 3964.0 1218 2746.0 0.593 4580 75 1.419 0.307 1.9530e-04 0.99980000
771899433 Attrited Customer 48 M 3 Graduate Married $80K - $120K Blue 37 5 2 4 7970.0 2434 5536.0 0.406 1263 27 0.350 0.305 9.9706e-01 0.00294141
714771708 Existing Customer 36 F 0 College Unknown Unknown Blue 26 5 3 3 4692.0 0 4692.0 0.837 4281 69 0.643 0.000 2.5239e-04 0.99975000
709711758 Attrited Customer 45 F 3 Uneducated Divorced Less than $40K Blue 32 3 2 2 1942.0 0 1942.0 0.366 1853 31 0.107 0.000 9.9183e-01 0.00817000
721137558 Attrited Customer 40 M 4 Graduate Divorced $40K - $60K Blue 28 1 2 3 5821.0 894 4927.0 0.461 2011 42 0.273 0.154 9.9504e-01 0.00495524
820268358 Existing Customer 48 F 4 Post-Graduate Unknown Less than $40K Blue 43 4 1 3 2357.0 1462 895.0 0.734 4534 75 1.027 0.620 1.1432e-04 0.99989000
709273383 Existing Customer 54 F 0 Unknown Married Unknown Blue 36 3 1 2 8294.0 696 7598.0 0.806 4136 77 1.200 0.084 5.1951e-05 0.99995000
822959133 Existing Customer 32 F 3 Post-Graduate Married $40K - $60K Blue 26 4 3 3 3174.0 2084 1090.0 0.636 4508 83 1.075 0.657 3.6935e-04 0.99963000
720491958 Existing Customer 34 F 3 Uneducated Single Less than $40K Blue 36 4 3 3 1438.3 0 1438.3 0.734 4302 74 0.762 0.000 3.2275e-04 0.99968000
713607108 Existing Customer 46 F 2 College Divorced Less than $40K Blue 31 6 1 2 1852.0 1428 424.0 0.795 4486 61 0.848 0.771 5.3547e-05 0.99995000
709729533 Attrited Customer 47 M 3 Uneducated Single $40K - $60K Blue 39 4 3 1 1809.0 457 1352.0 0.703 2169 49 0.485 0.253 9.9143e-01 0.00857000
717890583 Existing Customer 48 F 1 Graduate Divorced $40K - $60K Blue 38 4 1 2 3503.0 1572 1931.0 0.866 4671 93 0.632 0.449 5.1697e-05 0.99995000
718384233 Existing Customer 52 M 5 Doctorate Single $40K - $60K Silver 39 4 2 2 17835.0 868 16967.0 0.723 4258 58 0.657 0.049 1.5365e-04 0.99985000
713401758 Existing Customer 45 M 2 Uneducated Married $120K + Blue 36 6 2 3 3383.0 1458 1925.0 0.678 4897 75 0.562 0.431 1.9683e-04 0.99980000
773257233 Existing Customer 46 F 4 Unknown Single Less than $40K Blue 39 4 2 3 7128.0 1457 5671.0 0.553 3534 70 0.591 0.204 2.2068e-04 0.99978000
713556033 Existing Customer 36 F 1 Graduate Married Less than $40K Blue 22 5 2 3 1438.3 790 648.3 0.615 3959 59 0.735 0.549 1.7969e-04 0.99982000
719265108 Existing Customer 42 F 3 High School Married Less than $40K Blue 33 6 3 2 3815.0 1190 2625.0 0.852 4430 94 0.741 0.312 1.8145e-04 0.99982000
778740708 Existing Customer 39 F 3 Graduate Married Less than $40K Blue 27 3 3 2 1902.0 962 940.0 0.534 4203 69 0.725 0.506 1.8665e-04 0.99981000
710952933 Existing Customer 43 F 1 Uneducated Divorced Less than $40K Blue 36 5 2 3 2077.0 1254 823.0 0.821 4226 75 1.143 0.604 1.8475e-04 0.99982000
720991833 Attrited Customer 48 F 2 Doctorate Married Less than $40K Blue 36 4 3 4 2514.0 2090 424.0 0.842 2603 53 0.606 0.831 9.9866e-01 0.00133669
779954658 Existing Customer 56 M 4 High School Single $80K - $120K Blue 40 4 3 3 34516.0 0 34516.0 0.846 4714 82 0.745 0.000 3.0842e-04 0.99969000
714204108 Existing Customer 45 F 5 Graduate Single Less than $40K Blue 38 3 3 0 2144.0 1492 652.0 0.960 3859 55 0.571 0.696 6.8504e-05 0.99993000
805546308 Existing Customer 65 F 0 High School Single Less than $40K Blue 56 3 3 2 5951.0 2517 3434.0 0.787 4554 83 0.694 0.423 1.5005e-04 0.99985000
716244933 Existing Customer 54 F 3 High School Divorced Unknown Blue 36 3 5 3 4806.0 0 4806.0 0.827 4674 87 0.740 0.000 3.4083e-04 0.99966000
712018233 Existing Customer 42 F 3 Graduate Single Unknown Blue 34 3 3 3 16612.0 2517 14095.0 0.602 4697 94 0.808 0.152 3.1390e-04 0.99969000
802878408 Existing Customer 53 F 1 Graduate Married $40K - $60K Blue 47 6 2 2 2799.0 0 2799.0 0.689 4116 88 0.571 0.000 1.0684e-04 0.99989000
719504433 Existing Customer 63 M 0 Unknown Single $40K - $60K Silver 54 4 3 3 18064.0 1695 16369.0 0.838 3434 71 0.479 0.094 2.5783e-04 0.99974000
794558658 Existing Customer 49 F 4 Graduate Married Less than $40K Blue 34 3 1 3 2560.0 1430 1130.0 0.766 4783 86 0.792 0.559 9.7154e-05 0.99990000
711634008 Existing Customer 42 F 3 Uneducated Married Less than $40K Blue 36 6 2 2 5821.0 0 5821.0 0.859 4591 70 1.188 0.000 1.2144e-04 0.99988000
708260208 Existing Customer 43 F 5 Uneducated Single Less than $40K Blue 36 4 3 2 2057.0 1279 778.0 0.562 4321 76 0.689 0.622 1.9094e-04 0.99981000
713435058 Existing Customer 49 F 5 High School Divorced Less than $40K Blue 42 5 2 3 1972.0 1489 483.0 0.690 4715 66 0.650 0.755 1.9213e-04 0.99981000
719656533 Existing Customer 44 M 3 High School Married $60K - $80K Blue 36 6 2 3 2675.0 0 2675.0 0.700 4149 79 0.717 0.000 1.9311e-04 0.99981000
719709558 Existing Customer 48 M 3 Graduate Married $40K - $60K Blue 33 3 1 2 6223.0 2126 4097.0 0.681 4518 79 0.795 0.342 5.7151e-05 0.99994000
710311233 Existing Customer 44 F 4 High School Single Unknown Blue 37 3 3 3 7632.0 0 7632.0 0.557 4498 86 0.623 0.000 3.0842e-04 0.99969000
719216508 Existing Customer 55 F 1 Unknown Unknown Less than $40K Blue 36 5 2 1 3258.0 2517 741.0 0.985 4960 77 0.750 0.773 7.0819e-05 0.99993000
713105508 Existing Customer 46 M 3 High School Single $60K - $80K Silver 29 4 3 3 34516.0 2040 32476.0 0.764 3754 53 1.038 0.059 2.7574e-04 0.99972000
710719683 Existing Customer 49 F 1 High School Divorced $40K - $60K Blue 43 3 3 2 3054.0 845 2209.0 0.731 4460 88 0.692 0.277 1.6413e-04 0.99984000
817892208 Existing Customer 35 F 2 Doctorate Single Less than $40K Blue 30 5 1 1 1438.3 0 1438.3 1.126 4006 72 0.946 0.000 4.8064e-05 0.99995000
714102183 Attrited Customer 50 M 3 Uneducated Single $120K + Blue 36 1 2 3 7970.0 2282 5688.0 0.280 1872 41 0.206 0.286 9.9513e-01 0.00487126
715410783 Attrited Customer 55 F 1 Unknown Single Less than $40K Blue 36 5 2 3 1836.0 572 1264.0 0.758 2400 34 0.789 0.312 9.9496e-01 0.00504000
718202658 Existing Customer 47 M 3 Graduate Unknown $120K + Blue 36 3 2 3 9397.0 795 8602.0 0.749 5265 98 0.581 0.085 1.9864e-04 0.99980000
719445633 Existing Customer 60 F 0 Uneducated Married Less than $40K Blue 36 4 2 3 1601.0 0 1601.0 0.829 4919 69 1.091 0.000 1.6891e-04 0.99983000
709820658 Existing Customer 45 M 4 High School Married $80K - $120K Blue 36 3 2 3 34516.0 1170 33346.0 0.678 3785 64 0.600 0.034 1.9517e-04 0.99980000
718481283 Existing Customer 51 F 1 High School Married Less than $40K Blue 43 5 1 3 1822.0 1114 708.0 0.539 5210 73 0.553 0.611 8.4530e-05 0.99992000
789300408 Existing Customer 41 M 4 High School Married Less than $40K Blue 30 3 2 2 1614.0 700 914.0 0.842 4293 87 0.812 0.434 1.1604e-04 0.99988000
711970533 Existing Customer 54 F 4 Unknown Married Less than $40K Blue 41 3 2 0 1491.0 1349 142.0 0.756 4365 71 0.732 0.905 4.8401e-05 0.99995000
815088483 Existing Customer 28 F 1 Graduate Divorced Less than $40K Blue 23 4 1 3 2543.0 1156 1387.0 0.641 3864 64 0.684 0.455 8.6952e-05 0.99991000
717139608 Existing Customer 50 F 2 College Divorced Less than $40K Blue 36 3 2 3 3462.0 1817 1645.0 0.717 4635 65 0.711 0.525 1.8612e-04 0.99981000
717626508 Existing Customer 44 F 3 Graduate Married Less than $40K Blue 36 3 3 1 1699.0 0 1699.0 0.653 5495 87 0.642 0.000 1.1256e-04 0.99989000
767668908 Attrited Customer 46 F 3 Graduate Married Unknown Blue 40 3 4 3 13095.0 1836 11259.0 0.432 1552 32 0.185 0.140 9.9737e-01 0.00262820
712484733 Existing Customer 47 M 5 Unknown Single $60K - $80K Blue 32 6 2 3 8823.0 2517 6306.0 0.812 4674 85 0.848 0.285 2.1724e-04 0.99978000
716216958 Existing Customer 48 M 1 Uneducated Married $60K - $80K Blue 42 6 1 1 4429.0 883 3546.0 0.688 4386 63 0.537 0.199 3.2055e-05 0.99997000
714246333 Attrited Customer 58 F 4 High School Married Unknown Blue 48 1 4 3 5396.0 1803 3593.0 0.493 2107 39 0.393 0.334 9.9733e-01 0.00267481
718693683 Existing Customer 65 F 0 High School Single $40K - $60K Blue 53 4 1 3 2418.0 2205 213.0 0.840 3918 74 0.510 0.912 7.7279e-05 0.99992000
716298633 Existing Customer 56 F 1 Graduate Single Less than $40K Blue 47 5 2 3 2086.0 1792 294.0 0.859 5774 84 0.909 0.859 1.7969e-04 0.99982000
755661933 Attrited Customer 48 F 3 Graduate Single $40K - $60K Blue 41 5 3 3 1899.0 671 1228.0 0.736 2434 45 0.406 0.353 9.9683e-01 0.00317458
712914783 Existing Customer 43 M 5 Graduate Single $40K - $60K Blue 31 4 1 2 7564.0 0 7564.0 0.610 4743 82 0.822 0.000 5.6861e-05 0.99994000
711240108 Existing Customer 41 M 2 Graduate Married $60K - $80K Blue 31 3 2 2 13116.0 1225 11891.0 0.735 4800 61 0.605 0.093 1.1382e-04 0.99989000
721396758 Existing Customer 35 F 4 Doctorate Married Less than $40K Blue 36 3 1 3 1438.3 606 832.3 0.692 5062 80 0.818 0.421 1.4059e-04 0.99986000
715636533 Existing Customer 48 F 3 High School Married Less than $40K Blue 36 4 1 2 3716.0 0 3716.0 0.886 4833 73 0.521 0.000 5.5559e-05 0.99994000
711508608 Existing Customer 50 F 1 Unknown Married Less than $40K Blue 36 3 5 3 3069.0 1482 1587.0 0.663 4351 74 0.721 0.483 3.4859e-04 0.99965000
716669658 Attrited Customer 51 F 1 High School Single Less than $40K Blue 33 6 3 3 2006.0 1608 398.0 1.043 2760 38 0.652 0.802 9.9639e-01 0.00360858
718212633 Existing Customer 45 F 4 High School Married $40K - $60K Blue 36 5 2 1 2948.0 2232 716.0 0.858 3635 79 0.580 0.757 6.9982e-05 0.99993000
708357183 Existing Customer 47 F 3 Unknown Single Less than $40K Blue 38 4 2 3 1438.3 0 1438.3 1.001 3511 64 0.882 0.000 2.1834e-04 0.99978000
713629533 Existing Customer 35 F 1 Uneducated Married Less than $40K Blue 36 3 2 3 1438.3 670 768.3 0.909 4321 83 0.804 0.466 1.8475e-04 0.99982000
771450708 Existing Customer 58 F 3 Graduate Married $40K - $60K Blue 46 5 3 1 4669.0 1913 2756.0 0.591 4363 73 0.973 0.410 1.1256e-04 0.99989000
711311883 Existing Customer 48 F 2 Graduate Married Less than $40K Silver 35 5 2 2 13994.0 0 13994.0 0.570 3299 63 0.853 0.000 1.0284e-04 0.99990000
802673508 Attrited Customer 57 M 2 Graduate Single $120K + Blue 51 3 5 3 8760.0 0 8760.0 0.726 2460 39 0.560 0.000 9.9705e-01 0.00294997
708113208 Existing Customer 53 F 1 High School Married Less than $40K Blue 36 3 2 2 1688.0 0 1688.0 0.641 4375 69 0.605 0.000 1.0386e-04 0.99990000
788786208 Existing Customer 46 F 2 College Married Unknown Blue 27 6 3 3 9881.0 1794 8087.0 0.582 4725 85 0.735 0.182 2.9411e-04 0.99971000
720043533 Existing Customer 39 M 4 Graduate Single $60K - $80K Blue 26 6 2 0 4534.0 917 3617.0 0.840 4211 66 0.610 0.202 4.4033e-05 0.99996000
801083133 Existing Customer 57 F 4 Uneducated Single Less than $40K Blue 51 5 3 3 3545.0 1446 2099.0 0.638 3691 69 0.917 0.408 3.2620e-04 0.99967000
716246733 Existing Customer 57 F 2 College Single Less than $40K Blue 49 4 2 2 1857.0 1528 329.0 0.698 4681 71 0.868 0.823 1.1066e-04 0.99989000
807157833 Existing Customer 56 F 4 Uneducated Single Unknown Blue 51 5 1 1 3334.0 1272 2062.0 1.120 4284 73 0.587 0.382 3.5816e-05 0.99996000
721032633 Attrited Customer 55 F 3 Unknown Single $40K - $60K Blue 32 5 3 4 2496.0 1999 497.0 0.724 2590 50 0.667 0.801 9.9830e-01 0.00169532
828285858 Existing Customer 41 F 3 College Married Less than $40K Blue 37 3 1 2 1438.3 765 673.3 0.644 4053 66 0.692 0.532 5.5564e-05 0.99994000
718890933 Attrited Customer 45 F 4 Doctorate Married Less than $40K Blue 27 3 2 2 1438.3 0 1438.3 0.680 2429 38 0.652 0.000 9.9425e-01 0.00575000
711148308 Existing Customer 52 M 3 Graduate Single $60K - $80K Blue 46 4 2 2 9357.0 1285 8072.0 0.694 4173 77 0.711 0.137 1.1811e-04 0.99988000
712810233 Existing Customer 40 F 2 Graduate Married Less than $40K Blue 36 3 2 3 2423.0 1674 749.0 0.644 4258 80 0.538 0.691 1.9143e-04 0.99981000
714098883 Existing Customer 45 F 1 Graduate Single $40K - $60K Blue 36 5 2 2 1936.0 1613 323.0 0.841 4773 80 0.818 0.833 1.0684e-04 0.99989000
779327733 Existing Customer 43 M 1 Graduate Divorced $60K - $80K Blue 25 4 3 3 1783.0 1014 769.0 0.956 3861 81 0.558 0.569 2.8395e-04 0.99972000
716364408 Existing Customer 59 F 0 Unknown Married Less than $40K Blue 36 4 1 2 1438.3 0 1438.3 0.622 4155 62 0.632 0.000 5.1951e-05 0.99995000
710461083 Existing Customer 56 F 2 Graduate Single Less than $40K Blue 46 4 1 3 1438.3 0 1438.3 0.622 4333 84 0.826 0.000 9.2637e-05 0.99991000
709306983 Existing Customer 44 F 2 Post-Graduate Married Less than $40K Silver 36 6 3 2 10580.0 1023 9557.0 0.907 4721 81 0.800 0.097 1.9124e-04 0.99981000
769035933 Existing Customer 54 F 2 Unknown Single Less than $40K Blue 48 5 3 2 4597.0 1316 3281.0 0.646 3507 68 0.511 0.286 1.9771e-04 0.99980000
813182658 Existing Customer 49 F 4 High School Married Less than $40K Blue 44 4 2 3 1656.0 929 727.0 0.898 4408 79 0.681 0.561 1.9517e-04 0.99980000
781110408 Existing Customer 39 F 0 High School Single Less than $40K Blue 23 5 3 2 3279.0 0 3279.0 0.765 5048 75 0.923 0.000 1.5005e-04 0.99985000
818007783 Existing Customer 49 F 3 College Married $40K - $60K Blue 44 6 2 3 2578.0 1590 988.0 0.657 4683 89 0.618 0.617 1.9313e-04 0.99981000
708862233 Existing Customer 44 F 4 Graduate Married $40K - $60K Blue 30 3 3 3 4068.0 0 4068.0 1.121 5161 83 0.766 0.000 3.1726e-04 0.99968000
714006333 Attrited Customer 42 F 4 Graduate Married Less than $40K Blue 36 5 2 3 2128.0 528 1600.0 0.525 2289 41 0.414 0.248 9.9504e-01 0.00495524
770596458 Attrited Customer 45 F 2 Doctorate Married Less than $40K Blue 31 4 3 4 2704.0 2262 442.0 0.870 2362 39 0.444 0.837 9.9866e-01 0.00133669
789392883 Existing Customer 38 F 3 Post-Graduate Unknown Less than $40K Blue 29 4 1 0 1878.0 1247 631.0 0.670 4650 71 0.614 0.664 2.4806e-05 0.99998000
803805483 Existing Customer 46 F 3 College Married Unknown Blue 40 3 3 3 10600.0 0 10600.0 0.777 4697 67 0.523 0.000 3.0519e-04 0.99969000
709534083 Attrited Customer 58 F 0 Uneducated Divorced Less than $40K Blue 36 3 2 6 9909.0 0 9909.0 0.466 1844 41 0.640 0.000 9.9886e-01 0.00114090
710579583 Existing Customer 57 F 1 Graduate Married Less than $40K Blue 50 3 2 3 1665.0 983 682.0 0.889 4420 86 0.720 0.590 1.7969e-04 0.99982000
708949908 Attrited Customer 50 M 1 Graduate Divorced $120K + Blue 42 1 3 2 1656.0 0 1656.0 0.626 2073 44 0.833 0.000 9.9411e-01 0.00589000
711907083 Existing Customer 53 M 1 High School Unknown $80K - $120K Blue 36 3 3 4 14111.0 1034 13077.0 0.505 2950 64 0.684 0.073 4.7086e-04 0.99953000
718696458 Existing Customer 52 F 1 Graduate Married Less than $40K Blue 42 4 2 3 2012.0 1230 782.0 0.668 3822 68 0.659 0.611 1.7969e-04 0.99982000
710611683 Existing Customer 43 F 2 Post-Graduate Married Less than $40K Blue 31 6 1 1 2837.0 1807 1030.0 0.609 4279 83 0.627 0.637 3.9082e-05 0.99996000
721511883 Existing Customer 40 F 3 Graduate Single Less than $40K Blue 28 6 2 2 1709.0 0 1709.0 0.685 4981 79 0.975 0.000 1.1811e-04 0.99988000
779116158 Existing Customer 49 F 1 Unknown Married Less than $40K Blue 31 5 2 1 5714.0 868 4846.0 0.636 4331 85 0.700 0.152 7.0819e-05 0.99993000
720193533 Existing Customer 41 M 3 Unknown Married $60K - $80K Blue 32 4 1 3 5071.0 1043 4028.0 0.667 3358 62 0.722 0.206 1.0566e-04 0.99989000
753094533 Existing Customer 51 M 3 Uneducated Married $80K - $120K Blue 44 3 3 3 24028.0 0 24028.0 0.496 3531 73 0.738 0.000 3.2275e-04 0.99968000
719545983 Existing Customer 31 F 2 Post-Graduate Unknown Unknown Blue 13 5 3 3 13882.0 0 13882.0 0.870 4798 82 0.822 0.000 3.5594e-04 0.99964000
716494383 Existing Customer 49 F 3 Graduate Unknown $40K - $60K Blue 41 3 2 2 3585.0 931 2654.0 0.620 4399 78 0.733 0.260 1.1811e-04 0.99988000
769892058 Existing Customer 40 M 3 Uneducated Single $80K - $120K Blue 34 4 2 2 9124.0 2126 6998.0 0.449 4564 65 0.548 0.233 1.2144e-04 0.99988000
709098108 Existing Customer 45 F 4 Graduate Married Unknown Blue 35 4 2 2 2705.0 0 2705.0 0.736 4749 80 0.778 0.000 1.1937e-04 0.99988000
715705683 Existing Customer 56 F 1 Graduate Single Less than $40K Blue 36 4 3 2 1936.0 1101 835.0 0.984 4578 70 0.892 0.569 1.6883e-04 0.99983000
715724808 Existing Customer 49 M 3 High School Married $80K - $120K Blue 41 5 2 3 8051.0 2138 5913.0 0.716 4370 83 0.886 0.266 1.9311e-04 0.99981000
717123858 Existing Customer 36 F 1 Graduate Married $40K - $60K Blue 36 5 1 3 3635.0 1617 2018.0 0.828 4045 62 1.067 0.445 8.6952e-05 0.99991000
716236683 Existing Customer 46 F 1 High School Married Less than $40K Blue 37 4 2 2 2532.0 1487 1045.0 0.581 4143 71 1.029 0.587 1.0386e-04 0.99990000
771224358 Existing Customer 54 F 4 Unknown Married Less than $40K Blue 41 3 1 3 2028.0 0 2028.0 0.823 4030 78 0.733 0.000 1.0679e-04 0.99989000
779310033 Attrited Customer 42 F 4 Doctorate Married Less than $40K Blue 24 3 2 3 4304.0 0 4304.0 0.183 1788 36 0.091 0.000 9.9657e-01 0.00342939
710595783 Existing Customer 46 F 3 Graduate Unknown Unknown Blue 39 4 1 2 6644.0 2082 4562.0 0.915 4659 76 0.854 0.313 5.7151e-05 0.99994000
711409833 Existing Customer 45 F 5 Uneducated Married Less than $40K Blue 33 3 1 3 1830.0 650 1180.0 0.724 4838 71 0.972 0.355 9.8335e-05 0.99990000
721174008 Existing Customer 37 M 2 Uneducated Married $120K + Blue 23 4 3 3 7607.0 2170 5437.0 0.377 4495 77 0.674 0.285 3.1104e-04 0.99969000
714192933 Attrited Customer 55 F 3 Graduate Single Less than $40K Blue 36 3 3 5 2060.0 0 2060.0 0.251 1976 44 0.257 0.000 9.9892e-01 0.00107750
709632483 Existing Customer 49 F 2 High School Single Less than $40K Blue 40 3 2 2 1438.3 906 532.3 0.541 4457 84 0.714 0.630 1.1065e-04 0.99989000
718431258 Existing Customer 41 M 4 High School Single $60K - $80K Blue 28 4 3 3 3126.0 1503 1623.0 0.892 3662 74 0.644 0.481 3.0842e-04 0.99969000
817029108 Existing Customer 47 F 4 Post-Graduate Single $40K - $60K Blue 27 4 6 3 6885.0 1611 5274.0 0.955 3804 67 0.861 0.234 2.9469e-04 0.99971000
796931508 Attrited Customer 42 M 4 High School Unknown $60K - $80K Blue 36 4 3 4 1871.0 0 1871.0 0.730 2593 48 0.548 0.000 9.9810e-01 0.00189625
769577358 Existing Customer 31 F 0 Graduate Single Less than $40K Blue 17 4 2 3 2787.0 1761 1026.0 0.670 4358 89 0.648 0.632 1.6428e-04 0.99984000
815589558 Existing Customer 50 M 2 Post-Graduate Married $80K - $120K Blue 45 6 3 2 1867.0 1478 389.0 0.727 4097 70 0.707 0.792 2.1165e-04 0.99979000
714287583 Attrited Customer 41 F 3 Unknown Married Less than $40K Blue 32 3 2 3 1438.3 0 1438.3 0.372 1852 38 0.310 0.000 9.9544e-01 0.00455805
718975083 Attrited Customer 47 F 4 Graduate Single Less than $40K Blue 40 6 4 3 2473.0 0 2473.0 0.547 2133 44 0.419 0.000 9.9740e-01 0.00260048
715315008 Existing Customer 40 M 4 Post-Graduate Single $40K - $60K Blue 30 6 3 2 4640.0 1555 3085.0 0.780 3870 70 0.707 0.335 2.2196e-04 0.99978000
779252283 Existing Customer 47 F 4 High School Married Less than $40K Blue 29 6 3 0 2712.0 2411 301.0 0.844 5201 82 0.907 0.889 6.7650e-05 0.99993000
714031083 Attrited Customer 46 F 3 Graduate Unknown Unknown Blue 30 3 2 1 8869.0 0 8869.0 0.413 1935 40 0.429 0.000 9.8616e-01 0.01384000
772442883 Attrited Customer 51 F 4 Graduate Married Unknown Blue 41 2 3 5 3853.0 696 3157.0 0.882 2443 38 0.583 0.181 9.9893e-01 0.00106612
714533058 Existing Customer 53 F 3 College Married Less than $40K Blue 43 4 2 3 1438.3 721 717.3 0.601 4606 86 0.955 0.501 1.9313e-04 0.99981000
716570958 Attrited Customer 50 M 3 Post-Graduate Divorced $60K - $80K Blue 36 3 2 3 14409.0 511 13898.0 0.799 2351 39 0.300 0.035 9.9574e-01 0.00425916
710116833 Attrited Customer 59 F 1 High School Single $40K - $60K Blue 36 5 3 3 1665.0 0 1665.0 1.010 2748 40 0.333 0.000 9.9639e-01 0.00360858
718586133 Existing Customer 43 F 3 Graduate Married Less than $40K Blue 31 6 1 3 2639.0 0 2639.0 0.892 4892 85 0.771 0.000 9.6126e-05 0.99990000
773322558 Existing Customer 59 F 2 High School Married Less than $40K Blue 48 6 1 1 2338.0 1566 772.0 0.533 3964 69 0.500 0.670 3.2288e-05 0.99997000
714554808 Existing Customer 51 F 1 Graduate Married Less than $40K Blue 40 3 3 0 2774.0 1362 1412.0 0.866 4802 91 0.685 0.491 6.2282e-05 0.99994000
717903108 Existing Customer 57 F 1 College Single Unknown Blue 46 6 1 1 4283.0 488 3795.0 0.865 4689 65 0.477 0.114 3.0310e-05 0.99997000
815908908 Attrited Customer 47 F 4 Uneducated Single Unknown Blue 42 3 4 3 6263.0 2517 3746.0 0.857 2613 50 0.724 0.402 9.9747e-01 0.00252933
771464808 Existing Customer 35 F 2 Graduate Single Less than $40K Blue 23 6 3 3 2317.0 1301 1016.0 0.925 4161 71 1.219 0.562 3.0251e-04 0.99970000
708234558 Existing Customer 55 F 2 College Divorced Less than $40K Blue 43 5 2 1 2239.0 1340 899.0 0.658 4540 73 0.587 0.598 6.6734e-05 0.99993000
715737258 Existing Customer 41 F 1 College Married Less than $40K Blue 32 6 3 3 2225.0 0 2225.0 1.060 4917 84 0.750 0.000 2.7607e-04 0.99972000
710188308 Existing Customer 51 F 3 Graduate Single Less than $40K Blue 41 6 2 3 1519.0 1148 371.0 0.767 4927 73 0.738 0.756 1.9864e-04 0.99980000
708670608 Existing Customer 48 F 5 Uneducated Married Unknown Blue 36 4 2 3 5495.0 2200 3295.0 0.696 5125 85 0.771 0.400 2.0321e-04 0.99980000
714839808 Existing Customer 51 F 3 Graduate Married Less than $40K Blue 35 6 1 1 2141.0 1176 965.0 0.746 4317 64 0.778 0.549 3.4465e-05 0.99997000
811140933 Existing Customer 43 F 2 High School Married Less than $40K Blue 29 4 1 2 2616.0 1786 830.0 0.876 5219 63 0.750 0.683 5.3542e-05 0.99995000
788937933 Existing Customer 39 F 3 Graduate Divorced Less than $40K Blue 25 3 1 1 5494.0 1356 4138.0 0.463 3566 81 0.884 0.247 3.4465e-05 0.99997000
721527858 Attrited Customer 52 F 3 High School Married Less than $40K Blue 40 3 5 1 2003.0 1735 268.0 0.855 2343 42 0.355 0.866 9.9189e-01 0.00811000
718265658 Existing Customer 47 F 4 Uneducated Single Less than $40K Blue 36 3 1 2 2092.0 1499 593.0 0.811 4130 80 1.162 0.717 5.9391e-05 0.99994000
714312708 Existing Customer 44 M 0 High School Single $60K - $80K Blue 36 6 3 2 6606.0 2517 4089.0 0.825 4493 68 0.659 0.381 1.5005e-04 0.99985000
715821183 Existing Customer 42 F 4 College Married Unknown Blue 23 3 3 2 7102.0 0 7102.0 0.599 4083 68 0.744 0.000 1.8340e-04 0.99982000
709487058 Existing Customer 51 F 2 Unknown Married Less than $40K Silver 36 6 2 3 13812.0 1132 12680.0 0.699 3723 56 0.867 0.082 1.9013e-04 0.99981000
712675158 Existing Customer 56 M 1 Graduate Single $60K - $80K Blue 36 5 3 2 7075.0 1676 5399.0 1.268 4160 75 0.667 0.237 1.6883e-04 0.99983000
826473858 Existing Customer 44 M 1 College Single $40K - $60K Blue 40 6 1 2 4274.0 1680 2594.0 0.780 4820 60 0.765 0.393 5.0261e-05 0.99995000
817382958 Existing Customer 47 F 3 High School Single Less than $40K Blue 31 5 1 3 2317.0 0 2317.0 0.570 4894 89 0.854 0.000 9.3448e-05 0.99991000
712927383 Attrited Customer 51 F 2 Uneducated Single Less than $40K Blue 36 3 3 3 1438.3 642 796.3 0.405 1939 49 0.400 0.446 9.9680e-01 0.00320374
712894308 Existing Customer 47 M 4 High School Married $80K - $120K Blue 37 5 3 3 2888.0 0 2888.0 0.717 4345 75 0.786 0.000 3.0842e-04 0.99969000
712349808 Existing Customer 44 F 4 College Single Unknown Blue 34 4 1 2 12310.0 670 11640.0 0.801 4176 76 0.767 0.054 5.6158e-05 0.99994000
778780008 Existing Customer 48 M 4 Unknown Married $60K - $80K Blue 36 4 3 3 1622.0 1249 373.0 0.585 4164 66 0.610 0.770 3.4872e-04 0.99965000
711430908 Attrited Customer 45 F 4 Graduate Married Less than $40K Blue 34 3 2 1 1438.3 0 1438.3 0.685 2153 35 0.346 0.000 9.8630e-01 0.01370000
779670783 Existing Customer 40 M 3 Unknown Single $80K - $120K Blue 23 6 2 2 12559.0 0 12559.0 0.715 4700 71 0.511 0.000 1.2982e-04 0.99987000
718757808 Existing Customer 56 F 1 Uneducated Unknown $40K - $60K Blue 46 4 3 3 2929.0 1287 1642.0 0.497 3875 67 0.595 0.439 2.9196e-04 0.99971000
779530908 Attrited Customer 48 F 3 Unknown Divorced Less than $40K Blue 31 5 2 4 1438.3 0 1438.3 0.500 1897 58 0.706 0.000 9.9732e-01 0.00267667
716389833 Existing Customer 50 F 1 Unknown Single Less than $40K Blue 40 4 1 2 2319.0 1026 1293.0 0.521 4099 74 0.721 0.442 5.6825e-05 0.99994000
718469658 Existing Customer 37 F 2 Uneducated Married Unknown Blue 22 4 3 3 7927.0 996 6931.0 0.521 4094 85 0.771 0.126 3.1104e-04 0.99969000
809849358 Attrited Customer 55 F 2 Graduate Divorced Less than $40K Blue 50 2 6 3 1720.0 0 1720.0 0.707 2719 36 0.440 0.000 9.9583e-01 0.00416897
719772258 Existing Customer 38 M 3 Unknown Single $80K - $120K Blue 30 5 1 3 3642.0 724 2918.0 0.680 4517 79 0.837 0.199 1.0566e-04 0.99989000
809363958 Existing Customer 49 F 3 High School Married $40K - $60K Blue 44 5 1 2 3881.0 0 3881.0 0.601 4177 66 0.737 0.000 5.5559e-05 0.99994000
709165533 Existing Customer 47 M 3 Doctorate Unknown $120K + Blue 41 6 2 2 6143.0 1151 4992.0 0.866 4330 72 0.895 0.187 1.7091e-04 0.99983000
809846283 Existing Customer 42 F 1 Unknown Married Less than $40K Blue 37 3 3 0 1438.3 0 1438.3 0.720 4154 78 0.814 0.000 6.8460e-05 0.99993000
708427908 Existing Customer 52 F 4 College Unknown Less than $40K Blue 39 6 3 1 2035.0 1343 692.0 0.835 4643 86 0.686 0.660 1.1061e-04 0.99989000
721228308 Attrited Customer 47 F 2 High School Married Less than $40K Blue 39 5 3 3 3899.0 0 3899.0 0.718 2182 40 0.429 0.000 9.9661e-01 0.00338788
713374533 Existing Customer 52 F 1 Unknown Single $40K - $60K Blue 43 4 2 2 1981.0 1082 899.0 0.584 3913 90 0.731 0.546 1.1743e-04 0.99988000
708708858 Attrited Customer 50 F 1 Graduate Single Less than $40K Blue 36 1 3 4 2422.0 502 1920.0 0.997 2548 46 0.484 0.207 9.9794e-01 0.00205937
721111233 Existing Customer 52 M 2 Graduate Married $80K - $120K Blue 43 6 3 3 11964.0 800 11164.0 0.954 4853 85 0.848 0.067 3.0251e-04 0.99970000
708538608 Existing Customer 50 F 4 College Married Unknown Blue 36 6 4 3 3862.0 0 3862.0 0.578 4058 81 0.723 0.000 3.7275e-04 0.99963000
718866633 Existing Customer 46 M 2 College Married $80K - $120K Blue 36 5 4 2 33142.0 0 33142.0 0.846 4347 63 0.575 0.000 2.1134e-04 0.99979000
719100633 Existing Customer 40 M 2 High School Single $120K + Silver 36 3 4 2 34516.0 1436 33080.0 0.688 3564 73 0.825 0.042 1.9094e-04 0.99981000
789328083 Attrited Customer 42 F 4 High School Married Less than $40K Blue 32 6 3 3 3454.0 0 3454.0 0.862 2826 39 0.625 0.000 9.9677e-01 0.00323086
822905058 Existing Customer 29 F 2 Graduate Married Less than $40K Blue 25 6 3 2 2732.0 1746 986.0 1.028 4702 85 0.771 0.639 1.7987e-04 0.99982000
816549933 Existing Customer 50 M 4 High School Divorced $80K - $120K Blue 45 4 2 2 1687.0 992 695.0 0.721 4342 82 0.783 0.588 1.1604e-04 0.99988000
716421633 Attrited Customer 43 F 3 Graduate Married Less than $40K Blue 36 4 2 4 3523.0 0 3523.0 0.973 3174 44 0.222 0.000 9.9706e-01 0.00294141
712667958 Existing Customer 40 M 4 Uneducated Single $120K + Blue 36 4 3 2 5773.0 2024 3749.0 0.977 3732 71 0.972 0.351 1.9396e-04 0.99981000
809559933 Attrited Customer 45 F 3 Graduate Married Unknown Blue 40 3 5 3 4462.0 706 3756.0 0.886 2526 41 0.414 0.158 9.9716e-01 0.00284317
819979458 Existing Customer 35 F 3 Doctorate Married Less than $40K Blue 30 5 2 2 3976.0 1789 2187.0 0.931 4419 75 0.829 0.450 1.7091e-04 0.99983000
708100533 Existing Customer 55 F 3 College Single Less than $40K Blue 36 3 3 3 2679.0 2277 402.0 0.736 4943 85 0.735 0.850 3.0519e-04 0.99969000
778669608 Existing Customer 49 F 4 Unknown Married $40K - $60K Blue 29 6 3 2 1564.0 0 1564.0 1.114 5172 78 0.733 0.000 2.0735e-04 0.99979000
802867683 Existing Customer 53 F 2 High School Single $40K - $60K Blue 47 5 2 3 1536.0 728 808.0 0.604 4133 78 0.529 0.474 1.8610e-04 0.99981000
711893358 Existing Customer 46 M 5 High School Married $40K - $60K Blue 37 6 2 1 2375.0 1196 1179.0 0.641 4087 66 0.833 0.504 6.8890e-05 0.99993000
785410158 Existing Customer 50 F 3 High School Married Less than $40K Blue 42 4 3 3 2719.0 0 2719.0 0.794 4172 65 0.970 0.000 3.0516e-04 0.99969000
718596858 Existing Customer 53 F 4 Graduate Divorced $40K - $60K Blue 45 5 3 1 3369.0 2424 945.0 0.825 5220 78 0.592 0.720 1.1377e-04 0.99989000
708338958 Existing Customer 58 F 1 Graduate Single Less than $40K Blue 36 5 1 1 3173.0 1713 1460.0 0.609 3797 75 0.786 0.540 3.1176e-05 0.99997000
714688833 Existing Customer 47 F 2 High School Unknown Less than $40K Blue 36 4 2 2 3139.0 0 3139.0 0.728 4892 95 0.827 0.000 1.1065e-04 0.99989000
789662283 Attrited Customer 50 F 3 High School Married Less than $40K Blue 33 3 3 4 2140.0 0 2140.0 0.765 2915 50 0.316 0.000 9.9808e-01 0.00191647
712805658 Existing Customer 56 F 3 Uneducated Single Less than $40K Blue 46 4 3 2 2258.0 0 2258.0 0.617 4803 72 0.714 0.000 1.9191e-04 0.99981000
815598858 Existing Customer 48 M 3 Graduate Married $40K - $60K Blue 43 5 1 1 2423.0 1779 644.0 0.503 4035 74 0.805 0.734 3.4465e-05 0.99997000
779412783 Existing Customer 55 F 1 High School Single Less than $40K Blue 37 4 3 3 2376.0 1969 407.0 0.788 4301 79 1.026 0.829 2.7604e-04 0.99972000
780036483 Existing Customer 38 M 1 Graduate Single Less than $40K Blue 28 4 5 2 1690.0 1459 231.0 0.667 3928 69 0.643 0.863 1.8857e-04 0.99981000
711527508 Attrited Customer 46 F 3 High School Married $40K - $60K Blue 34 2 3 2 8583.0 0 8583.0 0.358 1794 31 0.292 0.000 9.9452e-01 0.00548000
720768258 Existing Customer 52 F 3 Graduate Single Less than $40K Blue 34 5 2 1 2996.0 2147 849.0 0.503 4724 66 0.737 0.717 7.1226e-05 0.99993000
716023533 Existing Customer 49 F 1 Post-Graduate Single Unknown Blue 39 6 3 2 2880.0 1996 884.0 0.719 4334 81 0.884 0.693 1.9866e-04 0.99980000
714075708 Existing Customer 48 M 4 Uneducated Divorced $80K - $120K Gold 38 4 3 1 34516.0 1426 33090.0 0.621 4814 71 0.690 0.041 1.3476e-04 0.99987000
787475433 Existing Customer 36 F 2 Doctorate Single Unknown Blue 23 5 2 3 6966.0 905 6061.0 0.755 4855 69 0.500 0.130 2.7701e-04 0.99972000
787505133 Attrited Customer 36 M 3 College Married $120K + Blue 24 2 2 3 11316.0 1599 9717.0 0.713 2595 49 0.361 0.141 9.9485e-01 0.00515000
712241433 Existing Customer 38 F 0 High School Single Less than $40K Blue 30 4 2 1 1438.3 1003 435.3 0.629 4247 84 0.714 0.697 5.7261e-05 0.99994000
807990108 Existing Customer 44 M 1 Uneducated Divorced $120K + Blue 39 3 2 3 11362.0 0 11362.0 0.668 3197 61 0.564 0.000 1.8475e-04 0.99982000
719018208 Attrited Customer 52 F 0 Doctorate Married Unknown Blue 46 6 4 3 7210.0 0 7210.0 0.769 2516 36 0.800 0.000 9.9780e-01 0.00219708
716641983 Existing Customer 55 F 4 College Single Unknown Blue 36 5 3 3 7790.0 753 7037.0 0.968 4835 84 0.826 0.097 3.0845e-04 0.99969000
708989358 Existing Customer 37 F 2 Unknown Married Less than $40K Blue 18 3 3 1 2023.0 1587 436.0 0.647 4391 79 0.837 0.784 1.1924e-04 0.99988000
708807483 Existing Customer 51 F 3 Graduate Married $40K - $60K Blue 45 5 2 3 9117.0 1259 7858.0 0.880 3837 75 0.705 0.138 1.9864e-04 0.99980000
715774833 Existing Customer 41 F 2 Doctorate Unknown Less than $40K Blue 36 4 1 2 1801.0 940 861.0 0.594 3797 74 0.721 0.522 7.9702e-05 0.99992000
714733908 Existing Customer 51 M 2 High School Married $60K - $80K Blue 37 6 6 3 8787.0 1087 7700.0 0.974 4537 75 1.273 0.124 2.3216e-04 0.99977000
721067658 Existing Customer 40 M 4 Graduate Married $60K - $80K Silver 36 6 1 3 27436.0 642 26794.0 0.705 4051 81 0.761 0.023 8.7785e-05 0.99991000
788997408 Existing Customer 65 F 2 Doctorate Single Less than $40K Blue 53 6 3 2 2195.0 1917 278.0 0.535 4205 65 0.625 0.873 2.6028e-04 0.99974000
719835033 Existing Customer 46 M 4 College Married $80K - $120K Blue 34 5 3 2 13734.0 568 13166.0 0.719 4283 67 0.861 0.041 1.8340e-04 0.99982000
771854808 Existing Customer 45 M 4 Graduate Married $60K - $80K Blue 34 6 2 3 2731.0 1868 863.0 0.533 3915 66 0.650 0.684 2.0077e-04 0.99980000
717299958 Existing Customer 49 M 3 Graduate Single $80K - $120K Blue 45 3 2 0 2453.0 1534 919.0 0.785 4185 66 0.784 0.625 4.3568e-05 0.99996000
720778458 Existing Customer 49 M 3 Unknown Married $60K - $80K Blue 36 6 3 3 7451.0 1542 5909.0 0.684 4960 97 0.565 0.207 3.4503e-04 0.99965000
713019783 Existing Customer 41 F 3 High School Married $40K - $60K Blue 35 3 3 3 2644.0 1794 850.0 0.863 4081 72 0.800 0.679 3.0516e-04 0.99969000
770968383 Attrited Customer 41 M 4 Graduate Married $80K - $120K Silver 28 3 2 3 34516.0 825 33691.0 0.616 2022 52 0.733 0.024 9.9452e-01 0.00548000
709747308 Existing Customer 41 M 5 Graduate Married $60K - $80K Blue 36 4 4 3 4575.0 1344 3231.0 0.460 4726 64 0.561 0.294 3.7742e-04 0.99962000
801366783 Existing Customer 51 F 1 College Single Less than $40K Blue 45 3 3 2 4860.0 1772 3088.0 0.561 4329 80 0.860 0.365 1.6415e-04 0.99984000
798786333 Existing Customer 46 F 2 Graduate Married Less than $40K Blue 40 6 4 2 1438.3 510 928.3 0.711 3399 66 0.784 0.355 2.1738e-04 0.99978000
771723408 Attrited Customer 37 F 2 Unknown Single Less than $40K Blue 25 3 2 4 1690.0 0 1690.0 0.690 2645 60 0.622 0.000 9.9722e-01 0.00277723
715117008 Existing Customer 39 M 5 Uneducated Married $40K - $60K Blue 36 4 2 3 1438.3 0 1438.3 0.677 4596 82 0.745 0.000 2.0321e-04 0.99980000
713944833 Existing Customer 46 M 5 Uneducated Single $60K - $80K Blue 36 3 3 2 24512.0 766 23746.0 0.509 4561 78 0.368 0.031 1.9094e-04 0.99981000
713569158 Attrited Customer 43 F 3 High School Single $40K - $60K Blue 34 1 3 2 1654.0 1474 180.0 0.586 2086 47 0.621 0.891 9.9452e-01 0.00548000
713037333 Existing Customer 63 M 1 Graduate Single $80K - $120K Blue 55 6 1 2 21430.0 0 21430.0 0.511 3561 57 0.676 0.000 5.1697e-05 0.99995000
718267233 Existing Customer 50 M 1 Graduate Married $120K + Silver 38 4 3 3 34516.0 1915 32601.0 0.625 3828 65 1.321 0.055 2.5657e-04 0.99974000
709736658 Existing Customer 37 M 4 Uneducated Married $40K - $60K Blue 27 6 3 2 1438.3 759 679.3 0.858 4446 86 0.720 0.528 1.9396e-04 0.99981000
710929233 Existing Customer 33 F 2 Doctorate Single Less than $40K Blue 36 5 2 3 2800.0 1559 1241.0 0.598 4253 83 0.694 0.557 2.7701e-04 0.99972000
714290583 Existing Customer 44 M 4 Post-Graduate Married $60K - $80K Blue 36 3 2 2 3117.0 1400 1717.0 0.913 4391 85 0.809 0.449 1.4046e-04 0.99986000
717972408 Existing Customer 44 M 2 Uneducated Married $80K - $120K Blue 34 6 3 3 2558.0 2016 542.0 0.806 3792 78 0.500 0.788 3.1104e-04 0.99969000
718626033 Attrited Customer 47 M 3 High School Married $60K - $80K Blue 39 2 3 2 10061.0 0 10061.0 0.787 2802 52 0.529 0.000 9.9452e-01 0.00548000
720008133 Existing Customer 45 F 4 Graduate Unknown Unknown Blue 36 4 1 3 3416.0 727 2689.0 0.580 4121 83 0.729 0.213 9.7154e-05 0.99990000
710476908 Existing Customer 39 F 3 Graduate Married Unknown Blue 28 3 3 3 9371.0 1066 8305.0 0.890 4754 78 0.857 0.114 3.1390e-04 0.99969000
709888383 Existing Customer 47 F 3 Graduate Married Less than $40K Blue 36 3 1 2 3147.0 2453 694.0 0.744 4465 82 0.952 0.779 5.7151e-05 0.99994000
788864508 Existing Customer 52 F 3 Unknown Single Less than $40K Blue 37 4 2 2 1554.0 926 628.0 0.785 4997 79 0.927 0.596 1.2982e-04 0.99987000
714010383 Attrited Customer 47 F 5 Uneducated Single Unknown Blue 40 5 4 5 3502.0 0 3502.0 0.531 1895 42 0.400 0.000 9.9913e-01 0.00087171
719549508 Existing Customer 49 F 4 Graduate Single Less than $40K Blue 40 4 2 2 2712.0 1686 1026.0 0.791 4678 74 0.644 0.622 1.1937e-04 0.99988000
718670808 Existing Customer 59 F 0 College Married Less than $40K Blue 51 6 1 0 1438.3 0 1438.3 0.715 4817 81 0.688 0.000 1.6949e-05 0.99998000
718211208 Existing Customer 39 M 3 High School Married $120K + Blue 36 6 3 2 3281.0 1682 1599.0 0.577 4109 69 0.500 0.513 1.8145e-04 0.99982000
712578933 Attrited Customer 35 F 5 High School Married $40K - $60K Blue 25 3 2 6 1438.3 0 1438.3 0.763 2500 44 0.517 0.000 9.9900e-01 0.00100312
709343433 Existing Customer 39 F 2 Graduate Single Less than $40K Blue 26 5 3 3 2469.0 1826 643.0 0.666 3837 74 0.721 0.740 3.0251e-04 0.99970000
767488908 Existing Customer 41 M 4 Unknown Married $80K - $120K Blue 35 4 2 3 3497.0 0 3497.0 0.696 4345 72 0.756 0.000 2.2068e-04 0.99978000
719531133 Existing Customer 46 F 4 Unknown Unknown $40K - $60K Blue 38 4 2 3 2505.0 0 2505.0 0.800 4384 80 0.860 0.000 2.2068e-04 0.99978000
719006508 Existing Customer 34 M 2 Graduate Married $60K - $80K Blue 36 5 1 3 2763.0 1913 850.0 0.598 4136 69 0.568 0.692 9.2637e-05 0.99991000
721287183 Existing Customer 49 F 2 Uneducated Married Less than $40K Blue 35 5 2 3 2081.0 0 2081.0 1.004 4863 87 0.706 0.000 1.9683e-04 0.99980000
711144183 Attrited Customer 55 F 3 Graduate Married Unknown Blue 45 1 3 1 2815.0 1848 967.0 0.563 2618 29 0.450 0.656 9.9120e-01 0.00880000
709080783 Existing Customer 56 F 1 Graduate Single Less than $40K Blue 38 4 1 3 1737.0 0 1737.0 0.953 4723 78 0.625 0.000 8.6952e-05 0.99991000
710520408 Existing Customer 52 F 4 High School Single Unknown Blue 36 5 3 3 9078.0 1194 7884.0 0.745 4458 87 0.812 0.132 3.0842e-04 0.99969000
785262333 Attrited Customer 46 M 5 Uneducated Unknown $40K - $60K Blue 40 5 4 3 6185.0 1960 4225.0 0.669 2225 45 0.875 0.317 9.9743e-01 0.00256930
716513358 Existing Customer 51 F 2 Graduate Divorced Unknown Blue 36 5 3 3 2069.0 1802 267.0 0.651 4402 91 0.750 0.871 3.0251e-04 0.99970000
719073483 Attrited Customer 45 M 3 Uneducated Married $80K - $120K Blue 38 3 3 3 9234.0 0 9234.0 0.629 2586 44 0.257 0.000 9.9691e-01 0.00308778
715372083 Existing Customer 37 F 1 Graduate Single Less than $40K Blue 36 3 3 3 2684.0 0 2684.0 0.660 4796 85 0.635 0.000 2.8395e-04 0.99972000
780034083 Existing Customer 48 F 3 High School Married $40K - $60K Blue 38 3 2 2 2151.0 0 2151.0 0.763 4604 86 0.720 0.000 1.1482e-04 0.99989000
794581533 Existing Customer 52 M 2 College Single $60K - $80K Blue 37 4 3 3 2749.0 1380 1369.0 0.937 3882 90 0.765 0.502 2.9411e-04 0.99971000
710013258 Existing Customer 44 F 3 High School Single Less than $40K Blue 31 3 2 2 1980.0 823 1157.0 0.861 4467 69 0.683 0.416 1.1482e-04 0.99989000
719084358 Attrited Customer 55 F 1 Graduate Married Less than $40K Blue 46 6 4 3 4232.0 0 4232.0 0.878 2312 37 0.609 0.000 9.9710e-01 0.00290471
789173958 Existing Customer 45 F 2 Graduate Married Less than $40K Blue 34 4 1 2 1438.3 877 561.3 0.743 4283 76 0.617 0.610 5.5077e-05 0.99994000
789575583 Existing Customer 43 F 2 Uneducated Unknown Unknown Blue 36 5 1 0 6931.0 1380 5551.0 0.795 4437 64 0.882 0.199 2.0889e-05 0.99998000
712434708 Attrited Customer 52 F 3 High School Married Less than $40K Blue 39 5 3 2 3302.0 2517 785.0 0.705 2682 47 0.516 0.762 9.9452e-01 0.00548000
808675083 Existing Customer 61 M 1 Graduate Single Unknown Blue 56 5 3 2 4235.0 1675 2560.0 1.079 3862 76 0.949 0.396 1.6883e-04 0.99983000
710864358 Existing Customer 51 F 2 Doctorate Married Unknown Blue 45 6 6 2 6501.0 0 6501.0 0.651 5074 81 0.688 0.000 2.0547e-04 0.99979000
712574583 Existing Customer 34 F 1 Graduate Single Unknown Blue 21 6 1 3 6376.0 1322 5054.0 0.709 5192 70 0.628 0.207 8.6952e-05 0.99991000
708412758 Attrited Customer 33 F 3 Graduate Single Less than $40K Blue 36 5 2 3 1457.0 0 1457.0 0.677 2200 45 0.364 0.000 9.9499e-01 0.00501000
714389058 Existing Customer 38 F 3 Unknown Married $40K - $60K Blue 36 3 3 2 5576.0 0 5576.0 0.686 4322 85 0.809 0.000 2.0516e-04 0.99979000
715767033 Existing Customer 56 F 3 College Single Unknown Blue 36 5 1 3 1438.3 0 1438.3 0.760 4919 83 0.627 0.000 9.3457e-05 0.99991000
779281233 Existing Customer 45 F 3 Graduate Single Unknown Blue 27 4 3 3 2478.0 1748 730.0 0.643 4353 80 0.667 0.705 3.1390e-04 0.99969000
717147708 Existing Customer 44 M 2 Uneducated Divorced $60K - $80K Blue 34 6 3 2 3650.0 1270 2380.0 0.792 4250 81 0.929 0.348 1.8494e-04 0.99982000
715029333 Existing Customer 52 F 2 Unknown Divorced Less than $40K Blue 36 4 2 3 2111.0 0 2111.0 0.831 4459 72 0.756 0.000 2.1042e-04 0.99979000
806989008 Existing Customer 30 F 0 High School Single Unknown Blue 25 4 1 2 12917.0 1157 11760.0 0.668 4108 82 0.745 0.090 4.5946e-05 0.99995000
713158083 Attrited Customer 56 M 2 High School Single $120K + Blue 46 2 4 4 7327.0 0 7327.0 0.598 2185 41 0.864 0.000 9.9835e-01 0.00164594
771037008 Existing Customer 46 M 1 Uneducated Married $80K - $120K Blue 33 3 1 2 13324.0 0 13324.0 0.917 4245 76 1.000 0.000 5.3155e-05 0.99995000
710587458 Existing Customer 34 M 2 High School Unknown $80K - $120K Blue 22 4 3 2 11154.0 1612 9542.0 0.633 4339 77 1.026 0.145 1.7486e-04 0.99983000
710563458 Existing Customer 43 F 1 Graduate Divorced Unknown Blue 30 5 3 3 9535.0 660 8875.0 0.944 4210 81 0.723 0.069 2.8395e-04 0.99972000
720010608 Attrited Customer 37 M 2 Unknown Single $40K - $60K Blue 24 6 2 4 10226.0 0 10226.0 0.614 2243 44 0.571 0.000 9.9722e-01 0.00277723
710343783 Existing Customer 37 F 5 Unknown Married Less than $40K Blue 29 6 1 2 2140.0 0 2140.0 0.602 4610 65 1.321 0.000 6.2502e-05 0.99994000
772578858 Existing Customer 49 F 1 Unknown Married Less than $40K Blue 39 3 4 2 2904.0 2203 701.0 0.796 3848 66 0.692 0.759 2.2427e-04 0.99978000
708559533 Existing Customer 40 M 1 Uneducated Married $80K - $120K Blue 36 6 3 2 1770.0 584 1186.0 0.706 4442 83 0.844 0.330 1.7360e-04 0.99983000
711939558 Attrited Customer 37 F 2 Unknown Single Less than $40K Blue 36 3 2 3 1534.0 0 1534.0 0.642 2596 39 0.393 0.000 9.9527e-01 0.00472896
772143333 Existing Customer 46 F 2 High School Single Less than $40K Blue 35 6 3 3 2170.0 1498 672.0 0.640 4569 79 0.881 0.690 2.9408e-04 0.99971000
711067383 Existing Customer 53 M 1 Unknown Single $120K + Blue 45 6 2 3 10001.0 0 10001.0 0.676 4167 74 0.644 0.000 1.9751e-04 0.99980000
817041408 Existing Customer 56 F 3 High School Married Unknown Blue 41 3 2 3 4169.0 1549 2620.0 0.768 4519 82 0.708 0.372 1.9311e-04 0.99981000
771942333 Existing Customer 65 M 1 College Single Less than $40K Blue 54 5 2 2 5363.0 1309 4054.0 0.574 3855 63 0.703 0.244 1.0387e-04 0.99990000
755247108 Existing Customer 50 F 2 Doctorate Single Less than $40K Blue 43 4 1 0 3206.0 0 3206.0 0.631 4731 82 0.822 0.000 2.9400e-05 0.99997000
715710708 Existing Customer 50 M 2 Unknown Married $60K - $80K Blue 37 6 3 2 18085.0 747 17338.0 0.681 4583 76 0.520 0.041 1.9771e-04 0.99980000
713858733 Existing Customer 61 F 0 Post-Graduate Married $40K - $60K Blue 53 4 3 2 2566.0 2164 402.0 0.578 4344 73 0.659 0.843 1.8162e-04 0.99982000
717129333 Existing Customer 35 F 2 Graduate Married $40K - $60K Blue 25 3 1 2 1438.3 0 1438.3 0.744 4434 73 0.780 0.000 5.5077e-05 0.99994000
716924958 Attrited Customer 65 F 2 Graduate Single Less than $40K Blue 56 3 0 3 6812.0 1926 4886.0 0.735 2288 48 0.778 0.283 9.7166e-01 0.02834000
719614758 Existing Customer 45 F 4 Graduate Single $40K - $60K Blue 34 3 2 2 2700.0 1977 723.0 0.801 4984 75 1.083 0.732 1.1937e-04 0.99988000
721537683 Existing Customer 50 F 3 Post-Graduate Married Unknown Blue 41 3 3 3 5471.0 1342 4129.0 0.577 4002 67 0.763 0.245 3.6935e-04 0.99963000
771500358 Existing Customer 43 F 2 Uneducated Divorced Less than $40K Blue 31 5 3 1 4332.0 1313 3019.0 0.671 4093 84 0.826 0.303 1.1153e-04 0.99989000
711531858 Attrited Customer 48 F 4 Unknown Married Less than $40K Blue 41 3 3 3 2447.0 1267 1180.0 0.449 2132 37 0.370 0.518 9.9714e-01 0.00285845
715060158 Existing Customer 41 F 4 Graduate Single Less than $40K Blue 26 5 2 2 1783.0 1282 501.0 0.504 3853 76 0.617 0.719 1.1937e-04 0.99988000
779725833 Existing Customer 42 M 2 Graduate Single $60K - $80K Blue 26 4 3 2 11761.0 1775 9986.0 0.925 4946 73 0.698 0.151 1.7987e-04 0.99982000
716592558 Existing Customer 52 F 1 High School Single Less than $40K Blue 36 3 3 3 2340.0 1101 1239.0 0.766 4501 68 0.700 0.471 2.7604e-04 0.99972000
771020133 Existing Customer 45 F 5 Uneducated Single Less than $40K Blue 32 3 3 0 2859.0 1776 1083.0 0.790 4440 79 0.756 0.621 7.0436e-05 0.99993000
709153008 Existing Customer 37 M 3 High School Married $40K - $60K Blue 36 3 3 3 2523.0 2481 42.0 0.744 4683 76 0.689 0.983 3.0516e-04 0.99969000
713394858 Existing Customer 48 M 2 Post-Graduate Married $40K - $60K Blue 34 4 2 2 4776.0 0 4776.0 0.626 4581 60 0.622 0.000 1.3393e-04 0.99987000
721175283 Existing Customer 59 F 1 Graduate Married Less than $40K Blue 36 3 1 1 2697.0 1410 1287.0 0.925 4489 58 0.706 0.523 3.1176e-05 0.99997000
715503558 Existing Customer 57 F 3 High School Married Less than $40K Blue 36 6 2 3 3542.0 2417 1125.0 0.687 4127 71 0.479 0.682 1.9311e-04 0.99981000
819943458 Attrited Customer 57 M 3 Graduate Single $120K + Blue 52 6 4 3 34516.0 1000 33516.0 0.694 1777 37 0.542 0.029 9.9737e-01 0.00262820
717094758 Existing Customer 40 F 4 Post-Graduate Married Unknown Blue 29 5 3 1 8823.0 0 8823.0 0.812 4453 84 0.787 0.000 1.3386e-04 0.99987000
772073508 Attrited Customer 52 F 1 College Single Less than $40K Blue 41 5 3 6 1764.0 0 1764.0 0.824 2740 47 0.343 0.000 9.9930e-01 0.00069828
721351983 Attrited Customer 43 F 4 Uneducated Married Less than $40K Blue 36 5 3 3 3492.0 2517 975.0 0.600 2510 47 0.621 0.721 9.9694e-01 0.00305523
714477408 Attrited Customer 36 F 3 High School Married Less than $40K Blue 36 3 3 3 2977.0 1340 1637.0 0.507 2201 39 0.345 0.450 9.9673e-01 0.00326528
718471758 Existing Customer 49 M 4 Doctorate Single $60K - $80K Silver 37 5 2 2 30976.0 2051 28925.0 0.684 3193 69 0.725 0.066 1.5608e-04 0.99984000
711607833 Existing Customer 43 M 5 High School Married $60K - $80K Blue 36 5 2 1 2810.0 2384 426.0 0.859 4875 97 0.764 0.848 6.8890e-05 0.99993000
708621408 Existing Customer 39 F 1 Unknown Single Less than $40K Blue 28 3 2 1 1438.3 0 1438.3 0.799 4173 82 0.640 0.000 7.0819e-05 0.99993000
719277033 Existing Customer 44 M 3 High School Single $40K - $60K Blue 34 5 3 1 8997.0 708 8289.0 0.586 4558 62 0.676 0.079 1.0943e-04 0.99989000
813905508 Existing Customer 57 F 3 Uneducated Single Less than $40K Blue 52 4 3 3 2002.0 1188 814.0 0.630 3735 73 0.659 0.593 3.2275e-04 0.99968000
719761458 Existing Customer 55 M 4 Post-Graduate Single $60K - $80K Blue 36 3 2 1 4998.0 1626 3372.0 0.695 4329 61 0.694 0.325 8.4706e-05 0.99992000
708222558 Existing Customer 37 F 2 Post-Graduate Married Less than $40K Blue 36 6 2 3 2310.0 1513 797.0 0.682 4191 77 0.833 0.655 2.2525e-04 0.99977000
713937558 Existing Customer 54 F 2 High School Married $40K - $60K Blue 36 3 3 3 3892.0 0 3892.0 0.738 4318 74 0.762 0.000 2.9408e-04 0.99971000
709603608 Existing Customer 34 M 3 Uneducated Married $60K - $80K Blue 25 6 1 1 2345.0 1643 702.0 0.678 4634 69 0.643 0.701 3.5437e-05 0.99996000
804661083 Existing Customer 50 M 0 Graduate Single $80K - $120K Blue 45 3 2 2 2135.0 1506 629.0 0.883 4821 77 0.711 0.705 9.7673e-05 0.99990000
720977358 Existing Customer 50 F 2 Unknown Single Less than $40K Blue 36 3 2 2 2528.0 1689 839.0 0.514 4269 78 0.857 0.668 1.2511e-04 0.99987000
718420308 Existing Customer 50 F 2 High School Married Less than $40K Blue 36 3 1 3 3397.0 1658 1739.0 0.724 4208 75 0.786 0.488 9.0056e-05 0.99991000
714046608 Existing Customer 49 M 0 Doctorate Married $60K - $80K Blue 39 5 6 3 19719.0 1395 18324.0 0.565 3572 73 0.738 0.071 2.9654e-04 0.99970000
718048608 Existing Customer 41 F 3 Graduate Married Unknown Blue 33 5 3 0 15292.0 1325 13967.0 1.008 5120 74 0.805 0.087 6.8853e-05 0.99993000
718497033 Existing Customer 52 M 1 High School Married $120K + Blue 36 5 3 3 31733.0 0 31733.0 0.735 3723 53 0.767 0.000 2.7604e-04 0.99972000
711801933 Attrited Customer 54 F 4 High School Single $40K - $60K Blue 36 3 3 4 1438.3 0 1438.3 0.641 2092 42 0.680 0.000 9.9810e-01 0.00189625
716282208 Attrited Customer 54 F 2 Post-Graduate Married Less than $40K Blue 48 3 6 3 1638.0 0 1638.0 0.163 1702 36 0.125 0.000 9.9645e-01 0.00354519
789076083 Existing Customer 50 F 3 High School Single Less than $40K Blue 38 6 3 2 2775.0 1475 1300.0 0.854 4608 84 0.647 0.532 1.8145e-04 0.99982000
714045783 Attrited Customer 37 F 2 Graduate Married $40K - $60K Blue 29 2 2 6 2547.0 1965 582.0 0.535 2160 46 0.353 0.771 9.9899e-01 0.00100677
769720683 Existing Customer 50 F 1 Graduate Married Unknown Blue 44 5 2 2 5708.0 1884 3824.0 0.791 4914 60 0.765 0.330 1.0684e-04 0.99989000
721092783 Existing Customer 46 M 3 Graduate Married $80K - $120K Blue 36 6 3 1 19838.0 1290 18548.0 0.590 3982 68 0.581 0.065 1.1256e-04 0.99989000
720243933 Attrited Customer 47 M 2 Uneducated Married $60K - $80K Blue 32 1 3 6 1789.0 0 1789.0 0.637 2784 49 0.581 0.000 9.9938e-01 0.00061980
818502708 Existing Customer 51 F 1 Uneducated Single $40K - $60K Blue 46 5 3 2 2284.0 1674 610.0 0.784 4885 86 0.830 0.733 1.7360e-04 0.99983000
712942308 Existing Customer 42 M 3 Doctorate Single $60K - $80K Blue 36 6 1 3 11535.0 1527 10008.0 0.664 3730 67 0.718 0.132 1.3910e-04 0.99986000
714262533 Existing Customer 28 F 0 Unknown Married Unknown Blue 36 3 4 2 3524.0 1306 2218.0 0.800 4252 78 0.814 0.371 2.0504e-04 0.99979000
714708183 Existing Customer 58 M 2 High School Single $60K - $80K Silver 49 4 3 3 30186.0 0 30186.0 0.606 4070 74 0.574 0.000 2.6573e-04 0.99973000
718285308 Existing Customer 44 F 1 Unknown Single Less than $40K Blue 31 6 3 1 1438.3 0 1438.3 0.561 3576 55 0.833 0.000 1.1192e-04 0.99989000
720595083 Existing Customer 40 F 3 Unknown Married Less than $40K Blue 30 4 2 3 1620.0 1278 342.0 0.595 4530 69 1.029 0.789 2.1834e-04 0.99978000
787501758 Existing Customer 51 F 3 High School Single Less than $40K Blue 39 5 2 1 4038.0 1237 2801.0 0.610 4188 68 0.545 0.306 6.9242e-05 0.99993000
714990633 Existing Customer 56 M 4 Graduate Single $80K - $120K Blue 36 5 3 2 2078.0 1696 382.0 0.562 4382 82 0.783 0.816 1.8864e-04 0.99981000
714652383 Existing Customer 51 F 4 Graduate Married Less than $40K Blue 36 5 3 2 1571.0 0 1571.0 0.890 4580 74 1.056 0.000 1.8864e-04 0.99981000
788776008 Existing Customer 43 M 3 College Married $80K - $120K Blue 24 6 3 1 4726.0 1161 3565.0 0.698 4683 91 0.896 0.246 1.0944e-04 0.99989000
709176108 Existing Customer 56 F 4 Post-Graduate Unknown Less than $40K Blue 49 5 3 3 4604.0 621 3983.0 0.814 4586 79 0.646 0.135 3.7329e-04 0.99963000
719354433 Existing Customer 48 M 1 College Single $80K - $120K Silver 36 6 3 3 34516.0 1629 32887.0 0.815 4042 78 0.592 0.047 2.4945e-04 0.99975000
709368483 Existing Customer 56 M 2 Graduate Married $40K - $60K Blue 45 5 2 1 1438.3 0 1438.3 0.913 4323 77 0.571 0.000 6.8640e-05 0.99993000
717621333 Existing Customer 48 F 3 Unknown Divorced Less than $40K Blue 36 5 2 1 2680.0 1871 809.0 0.955 4592 78 0.902 0.698 7.8291e-05 0.99992000
716272158 Attrited Customer 41 F 3 College Married $40K - $60K Blue 15 5 3 4 4312.0 2517 1795.0 0.741 2693 56 0.436 0.584 9.9808e-01 0.00191630
803355408 Existing Customer 50 M 2 Unknown Married $60K - $80K Blue 44 5 3 1 2205.0 1659 546.0 0.891 4813 77 0.674 0.752 1.1924e-04 0.99988000
717073308 Existing Customer 44 F 3 College Married Less than $40K Blue 31 5 6 2 2679.0 727 1952.0 0.894 4804 78 0.814 0.271 1.4325e-04 0.99986000
789105183 Existing Customer 54 M 3 Post-Graduate Single $80K - $120K Silver 42 3 1 2 34516.0 2488 32028.0 0.552 4401 87 0.776 0.072 6.0763e-05 0.99994000
721305408 Existing Customer 48 F 2 Graduate Married Less than $40K Blue 37 4 2 1 3378.0 0 3378.0 0.580 4761 81 0.884 0.000 6.8640e-05 0.99993000
715739733 Existing Customer 34 M 1 High School Single $40K - $60K Blue 25 4 1 2 1793.0 1141 652.0 0.715 5293 88 0.760 0.636 5.0256e-05 0.99995000
779217333 Existing Customer 59 F 0 Graduate Divorced Less than $40K Blue 49 6 2 3 2228.0 1502 726.0 0.719 3922 75 1.027 0.674 1.6428e-04 0.99984000
712133508 Existing Customer 41 F 3 College Single $40K - $60K Blue 22 5 0 2 2577.0 1582 995.0 0.697 4734 75 0.596 0.614 2.0560e-05 0.99998000
714602658 Attrited Customer 39 F 1 Graduate Married Less than $40K Blue 36 1 2 3 1462.0 0 1462.0 0.393 1998 36 0.161 0.000 9.9447e-01 0.00553000
712446783 Attrited Customer 50 F 4 Graduate Married Less than $40K Blue 30 5 3 4 4038.0 1530 2508.0 0.724 2400 41 0.323 0.379 9.9816e-01 0.00184351
720049083 Attrited Customer 35 F 1 Unknown Divorced Unknown Blue 24 5 3 3 1438.3 0 1438.3 0.849 2355 47 0.567 0.000 9.9681e-01 0.00319278
824172258 Existing Customer 34 F 2 Unknown Divorced Less than $40K Blue 30 3 1 2 4408.0 1510 2898.0 0.730 4495 77 0.833 0.343 6.0540e-05 0.99994000
717695058 Existing Customer 46 F 5 High School Married Unknown Blue 35 3 1 3 4163.0 0 4163.0 0.743 4763 76 0.854 0.000 9.2974e-05 0.99991000
719782458 Existing Customer 49 F 1 Graduate Married $40K - $60K Blue 39 3 3 3 7201.0 1992 5209.0 0.778 3981 76 0.949 0.277 2.8395e-04 0.99972000
718141983 Existing Customer 49 M 0 High School Single $80K - $120K Blue 43 6 3 1 1883.0 1295 588.0 0.810 5187 89 0.712 0.688 9.0493e-05 0.99991000
718853358 Existing Customer 42 F 3 Graduate Single Less than $40K Blue 36 5 1 2 3308.0 2517 791.0 0.543 5104 85 0.545 0.761 5.7151e-05 0.99994000
772539558 Existing Customer 65 F 0 College Single Less than $40K Blue 55 3 3 0 2022.0 0 2022.0 0.579 4623 65 0.548 0.000 5.5359e-05 0.99994000
817094283 Existing Customer 43 F 5 Graduate Married Less than $40K Blue 23 5 3 3 8597.0 903 7694.0 0.773 5173 78 0.733 0.105 3.1231e-04 0.99969000
716932308 Existing Customer 38 F 2 College Married Unknown Blue 28 5 1 3 4693.0 634 4059.0 0.909 4460 79 0.837 0.135 9.0064e-05 0.99991000
714738858 Existing Customer 52 F 1 Graduate Unknown Less than $40K Blue 36 6 1 3 2873.0 1714 1159.0 0.796 4620 81 0.884 0.597 8.6952e-05 0.99991000
772409733 Existing Customer 39 F 3 High School Divorced $40K - $60K Blue 28 4 1 3 3400.0 2307 1093.0 0.901 4742 90 0.698 0.679 9.3448e-05 0.99991000
717534108 Existing Customer 48 F 3 High School Divorced $40K - $60K Blue 40 3 1 3 2405.0 1410 995.0 0.866 4421 79 0.881 0.586 9.3448e-05 0.99991000
816378033 Attrited Customer 46 M 4 Uneducated Single $80K - $120K Gold 41 6 3 2 34516.0 1104 33412.0 0.591 1989 47 0.741 0.032 9.9555e-01 0.00445417
790141308 Existing Customer 44 M 2 College Married $80K - $120K Blue 37 5 3 1 8241.0 0 8241.0 0.723 4436 79 0.756 0.000 1.0546e-04 0.99989000
710770383 Existing Customer 53 F 2 Graduate Married $40K - $60K Blue 36 4 3 1 1438.3 582 856.3 0.611 4915 92 0.769 0.405 1.0848e-04 0.99989000
711351108 Existing Customer 44 F 3 High School Unknown Less than $40K Blue 36 3 3 2 2608.0 1804 804.0 0.847 4671 61 0.694 0.692 1.8145e-04 0.99982000
713744058 Existing Customer 41 F 3 High School Married Less than $40K Blue 36 6 2 3 2359.0 1509 850.0 1.100 5232 78 0.814 0.640 1.9311e-04 0.99981000
708998583 Existing Customer 47 F 4 Post-Graduate Married Less than $40K Blue 39 6 2 2 1790.0 0 1790.0 0.516 4141 87 0.740 0.000 1.4046e-04 0.99986000
827451333 Attrited Customer 54 F 2 Uneducated Married Less than $40K Blue 50 3 6 3 2247.0 0 2247.0 0.641 2615 37 0.423 0.000 9.9594e-01 0.00405509
714228558 Existing Customer 40 M 3 High School Single $80K - $120K Blue 36 5 3 3 3624.0 0 3624.0 0.740 4749 82 0.864 0.000 3.0516e-04 0.99969000
797668983 Existing Customer 42 F 4 Graduate Married Less than $40K Blue 36 6 2 1 1438.3 0 1438.3 0.795 4396 70 0.628 0.000 7.1987e-05 0.99993000
713023158 Existing Customer 39 F 2 College Married $40K - $60K Blue 31 3 1 2 2901.0 2143 758.0 0.948 4239 78 0.733 0.739 5.3547e-05 0.99995000
709982658 Existing Customer 41 F 2 College Married Less than $40K Blue 31 4 2 3 9759.0 2038 7721.0 0.622 4226 77 0.638 0.209 1.8612e-04 0.99981000
715398858 Existing Customer 57 F 3 Post-Graduate Married Less than $40K Blue 36 4 3 2 2525.0 1203 1322.0 0.725 4360 78 0.857 0.476 2.1962e-04 0.99978000
715615233 Existing Customer 60 F 1 High School Divorced Less than $40K Blue 48 5 3 3 2737.0 1812 925.0 0.703 4507 86 0.955 0.662 2.7604e-04 0.99972000
710650608 Existing Customer 51 M 2 Graduate Married $80K - $120K Blue 36 4 3 2 19262.0 1480 17782.0 0.649 4812 85 0.771 0.077 1.7987e-04 0.99982000
803214108 Existing Customer 33 F 0 High School Single Unknown Blue 27 6 1 1 2252.0 1826 426.0 0.716 5055 68 1.000 0.811 2.7707e-05 0.99997000
717202083 Attrited Customer 46 M 2 Unknown Single $80K - $120K Blue 34 2 3 3 7077.0 0 7077.0 0.838 2619 41 0.519 0.000 9.9700e-01 0.00299743
719051733 Existing Customer 63 M 0 College Single $60K - $80K Blue 51 4 2 1 2706.0 889 1817.0 0.730 5047 64 0.882 0.329 5.7266e-05 0.99994000
789900633 Existing Customer 49 F 2 High School Married $40K - $60K Blue 40 5 3 2 3263.0 1522 1741.0 0.580 4288 69 0.725 0.466 1.7486e-04 0.99983000
789122808 Attrited Customer 41 F 4 College Married $40K - $60K Blue 29 5 2 3 3281.0 0 3281.0 0.875 2907 45 0.406 0.000 9.9490e-01 0.00510000
709902108 Existing Customer 51 M 2 High School Married $80K - $120K Blue 40 4 3 2 8169.0 794 7375.0 0.665 4927 70 0.944 0.097 1.7486e-04 0.99983000
713666058 Existing Customer 46 F 5 College Divorced $40K - $60K Blue 38 6 1 3 3276.0 1915 1361.0 0.672 4264 76 0.617 0.585 9.2982e-05 0.99991000
711453783 Existing Customer 41 F 3 Unknown Single Less than $40K Blue 29 4 2 3 1966.0 1452 514.0 0.621 4666 74 0.682 0.739 2.1834e-04 0.99978000
778936008 Existing Customer 46 F 4 High School Married Unknown Blue 30 3 1 3 5869.0 0 5869.0 0.852 5103 83 0.844 0.000 9.4447e-05 0.99991000
708085458 Existing Customer 34 F 2 Uneducated Single Less than $40K Blue 24 6 2 2 1438.3 0 1438.3 0.827 3940 82 0.952 0.000 1.1703e-04 0.99988000
749067633 Existing Customer 45 F 2 Unknown Married Less than $40K Blue 38 3 2 3 3682.0 0 3682.0 0.797 4015 77 0.510 0.000 2.1042e-04 0.99979000
716170308 Existing Customer 27 F 0 Graduate Divorced Unknown Blue 36 5 1 0 13439.0 2003 11436.0 0.936 4715 86 0.720 0.149 1.7434e-05 0.99998000
711507783 Attrited Customer 54 F 2 Doctorate Single Less than $40K Blue 42 3 4 3 1694.0 0 1694.0 0.354 1930 41 0.519 0.000 9.9811e-01 0.00188594
819752133 Existing Customer 41 M 2 High School Divorced $80K - $120K Blue 36 6 2 2 1636.0 986 650.0 0.833 4695 73 0.872 0.603 1.1065e-04 0.99989000
711061908 Existing Customer 48 F 1 Graduate Married Less than $40K Blue 38 6 2 3 1449.0 749 700.0 0.943 4039 50 0.852 0.517 1.7969e-04 0.99982000
744231708 Existing Customer 45 F 2 Graduate Married Less than $40K Blue 38 3 3 3 1513.0 788 725.0 0.677 4166 71 0.868 0.521 3.0251e-04 0.99970000
716856408 Attrited Customer 39 F 4 Graduate Single Less than $40K Blue 28 5 2 4 1438.3 0 1438.3 0.777 2392 44 0.375 0.000 9.9709e-01 0.00291040
711780108 Existing Customer 46 F 4 Doctorate Divorced Less than $40K Blue 38 4 3 2 4120.0 1578 2542.0 0.379 4792 81 0.588 0.383 2.7297e-04 0.99973000
715178733 Existing Customer 47 F 2 Unknown Single Less than $40K Blue 41 5 3 1 2289.0 1611 678.0 0.648 4817 77 0.750 0.704 1.1924e-04 0.99988000
721418133 Existing Customer 45 F 3 Graduate Single Less than $40K Blue 33 6 2 3 2016.0 972 1044.0 0.685 4535 82 0.745 0.482 1.9864e-04 0.99980000
720124758 Attrited Customer 49 M 3 Uneducated Married $80K - $120K Blue 40 5 4 3 2509.0 450 2059.0 0.654 2239 47 0.621 0.179 9.9744e-01 0.00255630
809068983 Existing Customer 40 F 2 Graduate Married Less than $40K Blue 35 3 1 3 3511.0 0 3511.0 0.758 5238 82 0.708 0.000 9.2637e-05 0.99991000
711052308 Existing Customer 45 M 3 Post-Graduate Divorced $60K - $80K Blue 37 6 3 3 2751.0 2432 319.0 0.905 4453 75 0.923 0.884 3.6935e-04 0.99963000
718967433 Existing Customer 34 F 2 High School Divorced Less than $40K Blue 36 3 6 3 2426.0 0 2426.0 0.888 4918 81 0.800 0.000 2.3216e-04 0.99977000
709827933 Existing Customer 44 M 2 Graduate Married $80K - $120K Blue 36 3 3 2 12230.0 1196 11034.0 0.620 3659 76 0.520 0.098 1.7987e-04 0.99982000
787568433 Existing Customer 42 M 3 Graduate Single $60K - $80K Blue 33 3 1 3 7328.0 936 6392.0 0.689 4518 79 0.795 0.128 9.6126e-05 0.99990000
720256158 Existing Customer 47 F 2 High School Married Unknown Blue 40 5 1 3 2264.0 0 2264.0 0.670 4279 75 0.531 0.000 9.0056e-05 0.99991000
715435758 Existing Customer 42 M 2 Graduate Single $80K - $120K Blue 36 3 1 3 3046.0 1231 1815.0 0.692 4711 77 0.878 0.404 9.2637e-05 0.99991000
719505483 Existing Customer 51 F 0 Uneducated Married Unknown Blue 36 6 3 2 5881.0 0 5881.0 0.710 4431 89 0.816 0.000 1.5871e-04 0.99984000
721247883 Existing Customer 52 M 2 College Married $80K - $120K Blue 41 4 2 3 16207.0 922 15285.0 0.635 3621 83 0.886 0.057 1.8612e-04 0.99981000
772220433 Existing Customer 44 M 3 College Unknown $60K - $80K Blue 33 6 3 2 15468.0 1187 14281.0 0.930 4484 81 0.841 0.077 1.8146e-04 0.99982000
789692283 Existing Customer 47 F 5 College Single Less than $40K Blue 34 4 3 2 5950.0 0 5950.0 0.440 4655 66 0.784 0.000 1.8054e-04 0.99982000
815091333 Existing Customer 48 F 3 Unknown Married Less than $40K Blue 43 3 1 2 3119.0 2196 923.0 0.810 4705 77 1.200 0.704 6.2820e-05 0.99994000
778732158 Existing Customer 50 F 3 Uneducated Unknown Unknown Blue 30 4 1 3 1507.0 0 1507.0 0.648 4037 83 0.729 0.000 9.8837e-05 0.99990000
715129233 Existing Customer 51 F 4 High School Single Less than $40K Blue 36 6 3 3 2902.0 1634 1268.0 0.588 4748 74 0.510 0.563 3.0842e-04 0.99969000
714083208 Existing Customer 47 F 3 College Married Less than $40K Blue 38 5 2 2 1585.0 1304 281.0 0.727 4656 80 0.600 0.823 1.1483e-04 0.99989000
716559108 Existing Customer 47 F 1 High School Single Less than $40K Blue 36 6 2 3 2899.0 2418 481.0 0.575 4296 68 0.838 0.834 1.7468e-04 0.99983000
715102308 Existing Customer 50 F 2 Unknown Married $40K - $60K Blue 36 5 1 2 2295.0 1277 1018.0 0.308 2245 47 0.679 0.556 6.0540e-05 0.99994000
768814983 Existing Customer 39 F 2 Unknown Married Less than $40K Blue 33 3 1 3 3251.0 1937 1314.0 0.685 4284 85 0.809 0.596 1.0183e-04 0.99990000
788744058 Existing Customer 48 F 2 High School Married Unknown Blue 27 3 1 2 4009.0 1361 2648.0 0.886 4506 80 0.860 0.339 5.3542e-05 0.99995000
782802033 Attrited Customer 45 F 4 Unknown Married Less than $40K Blue 39 3 2 2 3411.0 1472 1939.0 0.585 2108 55 0.618 0.432 9.9244e-01 0.00756000
708499608 Existing Customer 49 M 5 Post-Graduate Single $40K - $60K Silver 36 6 1 2 15525.0 1299 14226.0 0.452 4042 78 0.950 0.084 6.0455e-05 0.99994000
794947683 Existing Customer 35 F 4 Graduate Single Less than $40K Blue 29 6 3 0 2118.0 1189 929.0 1.158 4541 60 0.818 0.561 6.9589e-05 0.99993000
716442333 Existing Customer 34 F 3 Graduate Married $40K - $60K Blue 25 6 2 2 2275.0 1468 807.0 0.757 4977 88 0.692 0.645 1.1811e-04 0.99988000
772189308 Existing Customer 59 F 1 College Single Less than $40K Blue 48 5 2 0 2601.0 1888 713.0 0.773 4899 62 0.771 0.726 3.8315e-05 0.99996000
721529583 Existing Customer 52 M 3 High School Single $80K - $120K Blue 41 6 3 3 4642.0 2413 2229.0 0.797 3532 72 0.674 0.520 3.0516e-04 0.99969000
713578608 Existing Customer 58 M 0 Doctorate Single Less than $40K Blue 46 6 4 3 1438.3 0 1438.3 0.808 4082 82 0.822 0.000 4.5394e-04 0.99955000
718976283 Existing Customer 51 F 2 Unknown Single Less than $40K Blue 36 3 2 2 1858.0 1071 787.0 0.611 4388 66 0.535 0.576 1.2511e-04 0.99987000
711505308 Existing Customer 59 F 1 Graduate Single Less than $40K Blue 52 5 3 3 2636.0 1619 1017.0 0.565 4727 83 0.627 0.614 2.8395e-04 0.99972000
711131958 Existing Customer 50 F 3 Doctorate Single $40K - $60K Blue 42 4 3 3 3743.0 881 2862.0 0.770 4621 71 0.821 0.235 4.5420e-04 0.99955000
714687858 Existing Customer 49 F 1 Graduate Single Less than $40K Blue 41 6 1 3 1438.3 0 1438.3 0.530 4538 82 1.050 0.000 8.6952e-05 0.99991000
780289308 Attrited Customer 61 F 0 High School Married Less than $40K Blue 47 1 3 4 4130.0 0 4130.0 0.814 2418 57 0.781 0.000 9.9768e-01 0.00231656
708504783 Existing Customer 47 M 3 Uneducated Unknown $40K - $60K Blue 36 3 3 3 10960.0 1333 9627.0 0.678 3480 62 0.632 0.122 3.2275e-04 0.99968000
778857108 Existing Customer 52 F 3 Post-Graduate Married $40K - $60K Blue 33 3 2 0 3900.0 0 3900.0 1.092 4337 81 0.800 0.000 5.1265e-05 0.99995000
756598833 Existing Customer 38 M 1 Uneducated Married Less than $40K Blue 31 6 3 3 6236.0 1204 5032.0 0.817 5389 84 0.826 0.193 2.9196e-04 0.99971000
718748133 Existing Customer 34 F 3 Graduate Single Unknown Blue 23 5 1 0 2591.0 0 2591.0 0.610 3876 67 0.763 0.000 2.1081e-05 0.99998000
714503433 Attrited Customer 57 F 2 Doctorate Married Less than $40K Blue 36 1 3 3 1615.0 950 665.0 0.507 2212 43 0.387 0.588 9.9772e-01 0.00227837
710869008 Existing Customer 47 F 3 Graduate Single Unknown Blue 36 5 1 2 8332.0 0 8332.0 0.920 5108 78 1.000 0.000 5.7151e-05 0.99994000
779643858 Existing Customer 55 F 1 Graduate Married Less than $40K Blue 38 5 5 2 2033.0 1037 996.0 1.064 4100 82 0.708 0.510 1.8857e-04 0.99981000
715250583 Existing Customer 55 M 2 Unknown Single $80K - $120K Blue 48 3 2 3 8082.0 1138 6944.0 0.723 4277 59 0.788 0.141 2.1042e-04 0.99979000
714396558 Existing Customer 57 F 3 High School Married Less than $40K Blue 51 6 2 3 1511.0 0 1511.0 0.678 4683 87 0.706 0.000 1.9311e-04 0.99981000
752766783 Existing Customer 43 F 4 Graduate Divorced Unknown Blue 36 5 2 2 11536.0 2074 9462.0 0.549 4106 81 0.723 0.180 1.1937e-04 0.99988000
715532208 Existing Customer 65 F 1 High School Single Less than $40K Blue 55 3 3 2 4010.0 1504 2506.0 0.766 3807 61 0.564 0.375 1.6413e-04 0.99984000
719130558 Existing Customer 55 F 2 Uneducated Married Less than $40K Blue 44 5 2 3 1669.0 1000 669.0 0.717 4085 69 0.971 0.599 1.9683e-04 0.99980000
806232408 Existing Customer 54 F 3 Graduate Married Unknown Blue 49 5 1 2 11905.0 0 11905.0 0.881 4022 65 1.167 0.000 5.7151e-05 0.99994000
715497558 Attrited Customer 44 F 1 College Married Less than $40K Blue 36 6 3 3 3052.0 0 3052.0 0.868 2598 47 0.469 0.000 9.9639e-01 0.00360825
716303583 Existing Customer 55 F 2 Graduate Unknown Less than $40K Blue 36 5 1 2 2712.0 1617 1095.0 0.715 4858 73 0.738 0.596 5.5077e-05 0.99994000
713522058 Existing Customer 39 F 0 College Married Less than $40K Blue 30 3 2 3 1978.0 871 1107.0 0.636 4299 59 0.844 0.440 1.5971e-04 0.99984000
719074308 Existing Customer 37 F 3 College Married Less than $40K Blue 27 4 2 0 1438.3 687 751.3 0.778 4621 73 1.147 0.478 4.2358e-05 0.99996000
711881733 Existing Customer 55 F 1 Graduate Married Less than $40K Blue 46 3 3 3 1606.0 0 1606.0 0.855 4548 76 0.652 0.000 2.8395e-04 0.99972000
710310108 Existing Customer 46 F 1 Doctorate Married Less than $40K Blue 29 3 3 2 2406.0 1705 701.0 0.624 4665 89 0.816 0.709 2.4431e-04 0.99976000
715814433 Existing Customer 44 M 4 Unknown Single $80K - $120K Blue 36 6 2 3 5877.0 1160 4717.0 0.446 3565 83 0.729 0.197 2.2068e-04 0.99978000
717252483 Attrited Customer 57 F 2 Graduate Married Less than $40K Blue 41 3 3 3 2796.0 0 2796.0 0.729 2196 35 0.750 0.000 9.9671e-01 0.00329379
770874483 Existing Customer 54 F 1 Post-Graduate Married Unknown Blue 40 4 1 2 2876.0 1267 1609.0 0.617 4302 74 0.510 0.441 6.0830e-05 0.99994000
719742108 Attrited Customer 38 F 1 High School Single Less than $40K Blue 26 5 2 4 3554.0 0 3554.0 0.782 2372 44 0.630 0.000 9.9666e-01 0.00334364
711064008 Existing Customer 48 F 2 Unknown Single Less than $40K Blue 36 4 3 2 9505.0 2390 7115.0 0.727 3616 68 0.619 0.251 1.9771e-04 0.99980000
717208833 Attrited Customer 34 F 3 High School Single Less than $40K Blue 21 2 2 2 1576.0 0 1576.0 0.789 2703 56 1.000 0.000 9.9137e-01 0.00863000
709022883 Existing Customer 44 F 4 College Married Less than $40K Blue 36 6 3 2 1438.3 0 1438.3 0.651 4257 89 0.648 0.000 1.8340e-04 0.99982000
713653983 Existing Customer 39 M 3 Uneducated Single $60K - $80K Blue 26 4 2 1 2973.0 1136 1837.0 0.729 4342 87 0.776 0.382 7.3235e-05 0.99993000
713463708 Attrited Customer 40 F 4 Graduate Single Less than $40K Blue 25 4 2 3 1438.3 0 1438.3 0.628 2493 42 0.500 0.000 9.9504e-01 0.00495524
789143283 Existing Customer 41 F 1 Uneducated Single Unknown Blue 30 4 2 3 5647.0 1175 4472.0 0.802 4868 76 0.810 0.208 1.8475e-04 0.99982000
778550583 Existing Customer 43 F 1 High School Unknown $40K - $60K Blue 35 6 3 2 1766.0 0 1766.0 0.779 4808 87 0.673 0.000 1.6413e-04 0.99984000
711181608 Existing Customer 50 F 2 Graduate Unknown Less than $40K Blue 40 3 2 3 1606.0 0 1606.0 0.824 4129 68 0.744 0.000 1.9143e-04 0.99981000
711790308 Attrited Customer 54 F 0 High School Unknown Less than $40K Blue 34 4 3 3 2223.0 632 1591.0 0.665 2538 49 0.581 0.284 9.9605e-01 0.00394582
779791908 Existing Customer 47 F 4 Post-Graduate Single $40K - $60K Blue 36 6 3 3 2896.0 0 2896.0 0.961 4970 85 0.889 0.000 3.7329e-04 0.99963000
789515283 Existing Customer 51 M 3 Graduate Married $60K - $80K Blue 43 6 1 3 2157.0 1494 663.0 0.765 4784 69 0.605 0.693 9.6126e-05 0.99990000
712046808 Attrited Customer 49 F 3 Doctorate Divorced Unknown Blue 42 1 3 3 3802.0 1558 2244.0 0.489 2003 43 0.593 0.410 9.9780e-01 0.00219584
712169883 Existing Customer 43 M 1 College Married $60K - $80K Blue 36 3 3 2 13840.0 1079 12761.0 0.947 4190 74 0.805 0.078 1.6415e-04 0.99984000
712637283 Existing Customer 36 F 2 Unknown Unknown Less than $40K Blue 28 6 1 2 2169.0 1602 567.0 0.668 5182 78 0.814 0.739 6.0540e-05 0.99994000
715555833 Existing Customer 47 F 3 Unknown Single Less than $40K Blue 34 6 3 0 4862.0 0 4862.0 0.695 4167 86 0.593 0.000 7.5683e-05 0.99992000
708712833 Existing Customer 45 F 5 Graduate Married Less than $40K Blue 36 4 1 2 2289.0 1037 1252.0 0.504 4483 72 0.500 0.453 5.6861e-05 0.99994000
717841683 Existing Customer 49 M 3 Unknown Married $60K - $80K Blue 36 6 1 3 22651.0 1085 21566.0 0.810 3915 72 0.674 0.048 1.0566e-04 0.99989000
708689958 Existing Customer 48 F 4 Unknown Unknown Less than $40K Blue 36 4 3 2 2406.0 1744 662.0 0.694 4748 88 0.692 0.725 2.0735e-04 0.99979000
708888633 Attrited Customer 52 M 3 Doctorate Married $80K - $120K Blue 36 2 3 3 3022.0 895 2127.0 0.950 2724 38 0.900 0.296 9.9780e-01 0.00219584
721012983 Existing Customer 46 M 3 Doctorate Married $80K - $120K Blue 38 6 1 2 12935.0 1417 11518.0 0.738 3528 61 0.743 0.110 8.2704e-05 0.99992000
812406183 Attrited Customer 45 F 4 Unknown Single Less than $40K Blue 40 5 4 3 1438.3 0 1438.3 0.605 2207 41 0.640 0.000 9.9763e-01 0.00236635
714595983 Attrited Customer 49 F 1 Uneducated Married $40K - $60K Blue 41 4 3 3 1438.3 522 916.3 0.383 2030 37 0.370 0.363 9.9659e-01 0.00341249
715725858 Existing Customer 43 F 3 Post-Graduate Single Less than $40K Blue 26 6 2 2 2256.0 1346 910.0 0.911 4893 76 0.810 0.597 1.3897e-04 0.99986000
720270633 Attrited Customer 40 F 3 Graduate Single Less than $40K Blue 36 5 3 1 1516.0 0 1516.0 0.737 2709 54 0.385 0.000 9.9120e-01 0.00880000
720269283 Existing Customer 48 F 3 Unknown Unknown $40K - $60K Blue 33 3 2 2 2485.0 1651 834.0 1.100 4351 86 0.830 0.664 1.2982e-04 0.99987000
710142258 Existing Customer 53 F 2 Unknown Single Less than $40K Blue 36 5 2 2 1820.0 909 911.0 0.737 4665 67 0.763 0.499 1.2511e-04 0.99987000
708525108 Existing Customer 54 F 2 Graduate Married Unknown Blue 47 4 3 3 2156.0 1134 1022.0 0.669 4120 77 0.711 0.526 3.0251e-04 0.99970000
709621008 Existing Customer 48 M 5 Post-Graduate Single $60K - $80K Blue 30 6 3 2 5826.0 1482 4344.0 0.729 4135 76 0.767 0.254 2.1850e-04 0.99978000
717181833 Existing Customer 39 F 1 Graduate Single Less than $40K Silver 30 5 2 2 10190.0 891 9299.0 0.678 3768 59 0.967 0.087 9.6533e-05 0.99990000
711288558 Existing Customer 45 F 3 Graduate Single Less than $40K Blue 28 5 2 2 2035.0 1174 861.0 0.876 4670 77 0.638 0.577 1.1811e-04 0.99988000
718653333 Attrited Customer 45 F 2 College Single Less than $40K Blue 33 1 3 3 1833.0 0 1833.0 0.549 2037 31 0.292 0.000 9.9661e-01 0.00338757
766628733 Existing Customer 56 M 3 Uneducated Single $60K - $80K Blue 49 3 3 3 1623.0 0 1623.0 1.058 4965 74 0.805 0.000 3.2275e-04 0.99968000
711724083 Attrited Customer 27 F 0 Unknown Single Less than $40K Blue 16 6 1 3 1835.0 1647 188.0 0.513 1903 44 0.630 0.898 9.8869e-01 0.01131000
719690733 Existing Customer 47 F 4 High School Married Less than $40K Blue 40 4 2 2 4490.0 1989 2501.0 0.604 4346 70 0.795 0.443 1.1604e-04 0.99988000
770783508 Existing Customer 48 M 3 Graduate Divorced $60K - $80K Blue 34 6 3 2 11062.0 0 11062.0 0.761 4084 72 0.800 0.000 1.8665e-04 0.99981000
713422083 Attrited Customer 30 F 0 Graduate Single Less than $40K Blue 36 5 3 3 1574.0 0 1574.0 0.582 2560 59 0.788 0.000 9.9616e-01 0.00383630
718026858 Existing Customer 52 F 2 College Single Less than $40K Blue 36 3 2 2 2370.0 1490 880.0 0.630 4751 80 0.860 0.629 1.1066e-04 0.99989000
716028108 Existing Customer 35 F 2 College Single Less than $40K Blue 18 6 2 0 2658.0 0 2658.0 0.891 4667 83 0.930 0.000 4.0820e-05 0.99996000
712222758 Attrited Customer 38 F 3 Graduate Married Less than $40K Blue 36 3 2 3 2300.0 0 2300.0 0.703 2500 47 0.119 0.000 9.9499e-01 0.00501000
718436133 Existing Customer 44 F 2 Graduate Single Less than $40K Blue 36 5 2 3 2368.0 1244 1124.0 0.935 4289 71 0.868 0.525 1.9143e-04 0.99981000
719313633 Existing Customer 53 F 0 High School Married $40K - $60K Blue 36 6 2 3 2883.0 1936 947.0 0.861 4244 53 0.656 0.672 1.5970e-04 0.99984000
814586958 Existing Customer 43 F 2 College Divorced Unknown Blue 38 4 3 2 3264.0 2042 1222.0 0.752 4624 75 0.705 0.626 1.7488e-04 0.99983000
804344733 Existing Customer 46 F 3 Unknown Single Less than $40K Blue 41 3 2 2 1937.0 916 1021.0 0.807 4303 89 0.780 0.473 1.2982e-04 0.99987000
717166383 Existing Customer 40 F 4 Unknown Married $40K - $60K Blue 30 5 2 2 2166.0 1465 701.0 0.857 5097 82 0.673 0.676 1.3121e-04 0.99987000
713060283 Existing Customer 43 F 5 Graduate Married $40K - $60K Blue 34 5 1 3 7135.0 1164 5971.0 1.127 3746 81 1.189 0.163 9.5638e-05 0.99990000
713070033 Existing Customer 56 F 2 Graduate Single Less than $40K Blue 43 5 3 2 1438.3 787 651.3 0.737 4830 79 0.756 0.547 1.7987e-04 0.99982000
793625583 Existing Customer 48 F 3 High School Single $40K - $60K Blue 42 6 1 1 3743.0 2090 1653.0 0.969 4674 67 0.718 0.558 3.3505e-05 0.99997000
713918358 Existing Customer 31 F 0 Uneducated Divorced Unknown Blue 36 6 3 1 5190.0 1682 3508.0 0.888 4900 81 0.800 0.324 9.5711e-05 0.99990000
714308283 Existing Customer 41 M 2 Doctorate Married $40K - $60K Blue 32 5 3 3 6059.0 1171 4888.0 0.678 4119 70 0.667 0.193 4.3772e-04 0.99956000
714086133 Existing Customer 47 F 4 Uneducated Single Less than $40K Blue 36 4 2 3 2577.0 1450 1127.0 0.747 4576 83 0.766 0.563 2.0643e-04 0.99979000
718872858 Existing Customer 43 F 2 High School Married Less than $40K Blue 36 5 1 3 3761.0 2121 1640.0 0.694 4476 79 0.927 0.564 9.0056e-05 0.99991000
718148358 Attrited Customer 50 F 3 High School Married Less than $40K Blue 36 2 3 3 1572.0 0 1572.0 0.740 2447 41 0.577 0.000 9.9673e-01 0.00326528
709665783 Existing Customer 39 F 1 Unknown Married $40K - $60K Blue 36 3 1 1 1637.0 0 1637.0 0.889 4800 70 0.795 0.000 3.4268e-05 0.99997000
708483708 Existing Customer 51 M 2 Unknown Married $120K + Blue 36 5 3 2 28600.0 0 28600.0 0.506 4336 66 0.610 0.000 1.9771e-04 0.99980000
715347783 Existing Customer 40 M 4 High School Married Less than $40K Blue 35 3 3 1 4402.0 1524 2878.0 0.628 3063 57 0.900 0.346 1.1060e-04 0.99989000
709054083 Existing Customer 50 F 1 Graduate Unknown Less than $40K Blue 32 6 1 3 2652.0 1911 741.0 0.831 4816 79 0.881 0.721 8.6952e-05 0.99991000
807915408 Existing Customer 41 F 2 College Married $40K - $60K Blue 36 6 2 3 6602.0 0 6602.0 0.743 4479 82 0.822 0.000 1.8612e-04 0.99981000
794507133 Attrited Customer 37 F 2 Doctorate Single $40K - $60K Blue 18 4 1 3 1900.0 0 1900.0 0.776 2880 46 0.353 0.000 9.9260e-01 0.00740000
712569408 Existing Customer 56 F 4 Doctorate Single $40K - $60K Blue 44 4 2 3 3455.0 1385 2070.0 0.773 4925 82 0.745 0.401 2.9051e-04 0.99971000
788805108 Existing Customer 47 M 3 High School Single $60K - $80K Blue 30 5 3 3 18123.0 1775 16348.0 0.593 4259 80 0.860 0.098 3.0516e-04 0.99969000
710150208 Existing Customer 44 F 4 Post-Graduate Divorced Less than $40K Blue 26 4 1 3 2295.0 1250 1045.0 0.912 3834 69 0.643 0.545 1.1432e-04 0.99989000
711825558 Existing Customer 38 M 3 Graduate Married $80K - $120K Blue 19 5 2 2 1518.0 1115 403.0 0.705 3595 65 0.857 0.735 1.1811e-04 0.99988000
712891833 Existing Customer 45 F 2 Graduate Unknown Less than $40K Blue 36 3 1 1 2723.0 1902 821.0 0.723 3875 84 0.750 0.698 3.3214e-05 0.99997000
719680908 Existing Customer 47 F 0 College Married Less than $40K Blue 27 3 1 3 1776.0 691 1085.0 0.878 4878 84 0.826 0.389 7.7286e-05 0.99992000
801053208 Existing Customer 39 F 3 High School Married Less than $40K Blue 33 3 3 1 1968.0 1270 698.0 0.975 4199 84 0.826 0.645 1.0943e-04 0.99989000
758642733 Existing Customer 48 F 1 Graduate Single Less than $40K Blue 41 5 1 1 1860.0 1054 806.0 0.963 5163 73 0.973 0.567 3.1176e-05 0.99997000
771201408 Existing Customer 53 F 3 Graduate Divorced Less than $40K Blue 40 3 2 3 2684.0 2126 558.0 0.690 5299 75 0.875 0.792 1.9864e-04 0.99980000
789523683 Existing Customer 51 F 2 Graduate Single $40K - $60K Blue 43 3 1 3 2180.0 1865 315.0 0.748 4348 77 0.510 0.856 9.2637e-05 0.99991000
767266758 Attrited Customer 41 F 2 High School Single Less than $40K Blue 34 1 3 4 1661.0 0 1661.0 0.786 2473 49 0.750 0.000 9.9801e-01 0.00198853
713732883 Existing Customer 38 F 0 Uneducated Single Less than $40K Blue 36 4 1 2 1679.0 0 1679.0 0.658 4771 81 0.761 0.000 4.8595e-05 0.99995000
720739083 Attrited Customer 36 F 2 Post-Graduate Married Less than $40K Blue 25 5 2 3 1691.0 0 1691.0 0.865 2716 63 0.703 0.000 9.9558e-01 0.00441892
718010133 Existing Customer 46 F 2 Post-Graduate Single Less than $40K Blue 35 4 2 3 2888.0 1641 1247.0 0.976 3703 61 1.179 0.568 2.2525e-04 0.99977000
771518658 Existing Customer 58 F 1 High School Married $40K - $60K Blue 46 5 3 1 1871.0 1339 532.0 0.790 4553 90 0.731 0.716 9.8983e-05 0.99990000
710508858 Existing Customer 44 F 2 High School Unknown Less than $40K Blue 34 5 1 3 3226.0 2517 709.0 0.818 4317 81 0.884 0.780 9.0056e-05 0.99991000
772590408 Existing Customer 41 M 5 Unknown Married $80K - $120K Blue 31 3 3 1 12114.0 1379 10735.0 0.676 3964 90 0.837 0.114 1.2310e-04 0.99988000
719334408 Existing Customer 42 F 3 Post-Graduate Married Less than $40K Blue 36 6 3 1 4959.0 1483 3476.0 0.902 4286 71 0.614 0.299 1.3245e-04 0.99987000
717500133 Existing Customer 42 M 4 Uneducated Single $80K - $120K Blue 36 3 2 3 10374.0 599 9775.0 0.635 4240 63 0.853 0.058 2.0643e-04 0.99979000
720988083 Existing Customer 45 F 1 Uneducated Married Less than $40K Blue 35 3 3 2 1438.3 1080 358.3 0.802 4425 79 0.717 0.751 1.7360e-04 0.99983000
713594883 Attrited Customer 44 F 2 Uneducated Single Unknown Blue 32 5 3 3 1486.0 849 637.0 0.621 2380 43 0.870 0.571 9.9680e-01 0.00320374
719848908 Existing Customer 41 F 3 Graduate Married Unknown Blue 33 3 3 3 2542.0 0 2542.0 0.587 4087 73 0.780 0.000 3.1390e-04 0.99969000
714962658 Attrited Customer 35 M 2 Unknown Single Less than $40K Blue 36 5 3 3 1931.0 0 1931.0 0.862 2482 40 0.600 0.000 9.9700e-01 0.00299743
717429258 Attrited Customer 48 F 3 Doctorate Single Less than $40K Blue 39 3 3 4 1644.0 500 1144.0 0.784 2450 45 0.406 0.304 9.9871e-01 0.00128822
717022533 Existing Customer 43 F 2 Post-Graduate Single $40K - $60K Blue 36 4 1 3 2283.0 0 2283.0 0.899 4088 66 0.886 0.000 1.0900e-04 0.99989000
710853033 Existing Customer 36 F 1 Doctorate Unknown Less than $40K Blue 36 3 2 2 4943.0 1204 3739.0 0.417 4024 82 0.783 0.244 1.5460e-04 0.99985000
709548783 Attrited Customer 44 M 2 Doctorate Unknown $40K - $60K Blue 36 5 3 4 1438.3 0 1438.3 0.602 2100 54 0.588 0.000 9.9866e-01 0.00133669
780055308 Existing Customer 43 F 3 College Single Less than $40K Blue 28 3 1 3 1438.3 0 1438.3 0.830 4482 54 0.636 0.000 9.3457e-05 0.99991000
714252933 Existing Customer 52 F 2 College Divorced Less than $40K Blue 45 4 2 3 1438.3 0 1438.3 0.744 4737 80 0.818 0.000 1.8612e-04 0.99981000
713336883 Attrited Customer 61 F 0 High School Single Less than $40K Blue 36 4 3 4 1760.0 0 1760.0 0.457 2285 46 0.643 0.000 9.9768e-01 0.00231656
713119308 Existing Customer 50 F 3 Unknown Single Less than $40K Blue 39 4 4 3 1852.0 0 1852.0 0.801 4339 82 0.783 0.000 4.1696e-04 0.99958000
710815608 Existing Customer 43 M 2 High School Married $60K - $80K Blue 25 3 2 3 2049.0 1530 519.0 1.344 4521 70 0.628 0.747 1.8610e-04 0.99981000
809626983 Attrited Customer 48 F 3 High School Married Less than $40K Blue 43 3 3 3 1670.0 0 1670.0 0.707 2790 37 0.321 0.000 9.9673e-01 0.00326528
803398983 Existing Customer 35 F 3 Unknown Divorced Less than $40K Blue 29 4 2 3 1511.0 864 647.0 0.712 4823 64 0.829 0.572 2.1834e-04 0.99978000
717568308 Existing Customer 39 M 1 Unknown Single $80K - $120K Blue 36 4 2 1 6018.0 0 6018.0 0.703 4355 78 0.857 0.000 7.0819e-05 0.99993000
711694083 Existing Customer 59 F 0 Post-Graduate Single Less than $40K Blue 48 4 2 2 3030.0 1251 1779.0 0.694 4724 71 0.775 0.413 1.1493e-04 0.99989000
712258308 Existing Customer 58 F 4 High School Single Less than $40K Blue 39 3 1 3 2755.0 1483 1272.0 0.806 4394 75 0.630 0.538 9.4447e-05 0.99991000
713884458 Existing Customer 51 M 4 High School Single $80K - $120K Blue 37 6 2 2 8783.0 2142 6641.0 0.662 4425 83 0.766 0.244 1.1604e-04 0.99988000
716160708 Existing Customer 64 M 1 Graduate Single Less than $40K Blue 36 4 3 1 1861.0 1677 184.0 0.742 5225 94 0.679 0.901 1.0182e-04 0.99990000
772728933 Attrited Customer 50 M 2 High School Married $120K + Blue 40 6 4 3 13709.0 813 12896.0 0.650 2511 40 0.600 0.059 9.9720e-01 0.00280488
815320383 Attrited Customer 46 F 3 Unknown Unknown Less than $40K Blue 41 5 3 2 4710.0 0 4710.0 0.717 2690 43 0.955 0.000 9.9515e-01 0.00484967
712117983 Existing Customer 49 M 4 Graduate Married $80K - $120K Blue 39 6 3 2 17285.0 1853 15432.0 0.882 4787 60 0.714 0.107 1.8864e-04 0.99981000
788694558 Existing Customer 53 F 3 Uneducated Single Less than $40K Blue 40 5 2 3 1438.3 661 777.3 0.573 4463 87 0.812 0.460 2.0424e-04 0.99980000
709275558 Existing Customer 54 M 2 Graduate Single $60K - $80K Blue 44 6 3 2 7866.0 0 7866.0 0.760 4238 55 0.719 0.000 1.7987e-04 0.99982000
711216933 Existing Customer 42 F 1 High School Married Less than $40K Blue 36 4 3 1 2190.0 1299 891.0 0.938 5026 77 0.711 0.593 9.8983e-05 0.99990000
717069033 Existing Customer 43 F 4 Graduate Married Less than $40K Blue 30 4 1 3 4829.0 1153 3676.0 0.534 4778 65 0.970 0.239 9.7154e-05 0.99990000
714992733 Existing Customer 46 M 3 Graduate Divorced $80K - $120K Blue 36 5 1 1 3210.0 2081 1129.0 0.615 3962 62 0.938 0.648 3.4465e-05 0.99997000
809445858 Existing Customer 38 F 0 Graduate Single Less than $40K Blue 32 6 3 3 1755.0 750 1005.0 0.659 5000 79 0.837 0.427 2.5960e-04 0.99974000
708859158 Existing Customer 47 F 4 Graduate Single $40K - $60K Blue 37 4 1 1 1438.3 703 735.3 0.865 4341 80 0.951 0.489 3.4833e-05 0.99997000
710040483 Existing Customer 37 M 3 Uneducated Unknown $60K - $80K Blue 26 6 2 1 14485.0 2124 12361.0 0.527 3895 87 0.776 0.147 7.3235e-05 0.99993000
714667608 Existing Customer 47 M 5 Post-Graduate Married $40K - $60K Blue 36 4 3 2 6043.0 0 6043.0 0.627 4256 78 0.529 0.000 2.1850e-04 0.99978000
714475908 Attrited Customer 43 M 2 Uneducated Single $60K - $80K Blue 35 5 3 2 6348.0 0 6348.0 0.400 1732 39 0.393 0.000 9.9462e-01 0.00538000
713656308 Existing Customer 56 F 0 High School Married Less than $40K Blue 48 3 3 1 1438.3 0 1438.3 0.618 4210 75 0.500 0.000 9.0493e-05 0.99991000
716790633 Attrited Customer 43 M 3 Graduate Married $60K - $80K Blue 36 4 2 3 17239.0 0 17239.0 0.393 1789 38 0.357 0.000 9.9499e-01 0.00501000
716127333 Attrited Customer 45 F 3 Graduate Married Unknown Blue 36 5 2 3 18432.0 484 17948.0 0.557 2300 45 0.552 0.026 9.9499e-01 0.00501000
713017758 Existing Customer 47 F 1 Uneducated Single Less than $40K Blue 32 6 2 2 1636.0 1135 501.0 0.754 5056 85 0.809 0.694 1.0985e-04 0.99989000
717893358 Existing Customer 43 F 3 Graduate Married Unknown Blue 33 6 1 3 7951.0 1456 6495.0 0.882 4452 65 0.512 0.183 9.6126e-05 0.99990000
780032208 Attrited Customer 44 M 3 Graduate Married $60K - $80K Blue 34 5 3 3 14201.0 0 14201.0 0.574 2223 47 0.679 0.000 9.9683e-01 0.00317458
720219633 Existing Customer 52 F 0 Graduate Unknown $40K - $60K Blue 42 4 3 2 2723.0 1544 1179.0 0.794 4108 70 1.258 0.567 1.5435e-04 0.99985000
711676008 Existing Customer 52 F 1 Graduate Single Less than $40K Blue 44 5 2 2 2019.0 991 1028.0 0.799 3603 59 0.967 0.491 1.0684e-04 0.99989000
714192033 Existing Customer 43 F 3 High School Single Unknown Blue 25 5 1 2 10305.0 1870 8435.0 0.722 4018 63 0.800 0.181 5.5559e-05 0.99994000
713442933 Existing Customer 49 M 3 Unknown Married $40K - $60K Blue 32 4 3 3 3114.0 2208 906.0 0.824 5219 86 0.686 0.709 3.4503e-04 0.99965000
789052308 Attrited Customer 40 M 3 Graduate Unknown $40K - $60K Blue 28 6 2 2 4323.0 0 4323.0 0.817 2451 38 0.727 0.000 9.9161e-01 0.00839000
714948858 Attrited Customer 50 F 2 Unknown Single Less than $40K Blue 36 3 2 2 3647.0 2517 1130.0 0.842 2935 58 0.933 0.690 9.9207e-01 0.00793000
711772983 Existing Customer 43 M 2 High School Single $60K - $80K Blue 35 5 2 2 1849.0 1293 556.0 0.835 4678 71 0.972 0.699 1.1065e-04 0.99989000
802937058 Existing Customer 53 M 1 Graduate Married $80K - $120K Blue 47 3 3 1 2540.0 1859 681.0 0.768 4480 80 0.702 0.732 1.0182e-04 0.99990000
712493058 Existing Customer 42 F 5 High School Single Unknown Blue 31 6 3 2 4972.0 0 4972.0 0.719 4524 72 0.756 0.000 1.8053e-04 0.99982000
718808883 Existing Customer 55 F 2 Graduate Single Less than $40K Silver 47 3 3 1 13565.0 0 13565.0 0.560 3705 69 0.917 0.000 9.8015e-05 0.99990000
719685408 Attrited Customer 40 M 2 Uneducated Married $60K - $80K Blue 29 3 2 2 6332.0 318 6014.0 0.783 2505 43 0.536 0.050 9.9153e-01 0.00847000
708829758 Existing Customer 41 M 2 High School Married $60K - $80K Blue 36 4 3 2 6062.0 761 5301.0 0.307 3877 66 0.375 0.126 1.7486e-04 0.99983000
710792733 Existing Customer 47 F 3 Post-Graduate Married Less than $40K Blue 29 4 2 2 2897.0 638 2259.0 1.041 4491 75 0.786 0.220 1.3897e-04 0.99986000
716838633 Existing Customer 46 M 4 High School Single $60K - $80K Blue 36 4 5 0 13407.0 1341 12066.0 0.928 4869 84 0.615 0.100 7.5561e-05 0.99992000
714041283 Existing Customer 50 F 2 Graduate Single Unknown Blue 40 5 2 2 6610.0 1663 4947.0 0.813 4735 83 0.766 0.252 1.1382e-04 0.99989000
710284233 Attrited Customer 33 M 4 Uneducated Married $80K - $120K Blue 36 5 3 4 1438.3 0 1438.3 0.980 2439 43 0.720 0.000 9.9821e-01 0.00179304
752944533 Existing Customer 45 F 5 High School Married Less than $40K Blue 34 4 1 2 2030.0 1269 761.0 0.646 5067 88 0.725 0.625 5.5277e-05 0.99994000
713312208 Attrited Customer 53 M 1 High School Married $40K - $60K Blue 43 1 2 3 3146.0 0 3146.0 0.414 1868 38 0.310 0.000 9.9431e-01 0.00569000
804045933 Existing Customer 36 M 0 Graduate Married $80K - $120K Blue 30 5 3 2 5302.0 2414 2888.0 0.779 4284 74 0.682 0.455 1.5435e-04 0.99985000
716662683 Existing Customer 55 F 2 Unknown Single Less than $40K Blue 45 6 2 3 3185.0 1820 1365.0 0.965 5069 81 1.025 0.571 2.1042e-04 0.99979000
713432508 Existing Customer 42 F 3 Post-Graduate Married Less than $40K Blue 36 4 3 2 4328.0 1749 2579.0 0.806 4593 72 1.000 0.404 2.1962e-04 0.99978000
799475658 Existing Customer 51 F 3 Uneducated Married Less than $40K Blue 45 3 3 3 2238.0 1300 938.0 1.071 4508 79 0.756 0.581 3.2275e-04 0.99968000
719849958 Existing Customer 44 F 4 Graduate Single Less than $40K Blue 36 4 3 3 2658.0 1884 774.0 0.627 4779 83 0.930 0.709 3.1726e-04 0.99968000
715803933 Existing Customer 47 M 1 Post-Graduate Single $60K - $80K Blue 36 4 2 2 9090.0 1371 7719.0 0.640 4422 65 0.585 0.151 1.2571e-04 0.99987000
779486433 Existing Customer 46 F 5 Unknown Single Less than $40K Blue 28 3 2 3 2424.0 2169 255.0 0.613 4209 76 0.767 0.895 2.1724e-04 0.99978000
708281433 Existing Customer 57 F 2 Graduate Married Less than $40K Blue 36 5 1 3 1438.3 0 1438.3 0.565 3848 75 0.705 0.000 9.2637e-05 0.99991000
779844408 Attrited Customer 43 F 1 Post-Graduate Married Less than $40K Blue 27 4 3 3 1438.3 0 1438.3 0.481 2137 40 0.333 0.000 9.9702e-01 0.00298315
721306908 Existing Customer 61 F 1 Graduate Single Unknown Blue 44 4 3 2 2303.0 540 1763.0 0.570 3440 46 0.704 0.234 1.6883e-04 0.99983000
713964858 Existing Customer 51 M 2 Graduate Divorced $120K + Blue 41 4 2 3 2792.0 887 1905.0 0.793 4074 81 0.800 0.318 1.9143e-04 0.99981000
717545808 Existing Customer 44 F 4 Post-Graduate Single Less than $40K Blue 32 3 1 2 2900.0 1987 913.0 0.667 4549 70 0.750 0.685 6.7967e-05 0.99993000
771232533 Existing Customer 46 F 2 Graduate Married Less than $40K Blue 33 3 3 3 2267.0 1283 984.0 0.761 4249 81 0.800 0.566 3.0251e-04 0.99970000
710883483 Existing Customer 52 F 1 Graduate Married $40K - $60K Blue 34 3 3 3 4189.0 2066 2123.0 0.686 4661 85 0.735 0.493 2.8395e-04 0.99972000
801715383 Attrited Customer 45 M 4 Graduate Married $60K - $80K Blue 39 6 3 2 12890.0 0 12890.0 0.576 2216 51 0.545 0.000 9.9473e-01 0.00527000
719594433 Existing Customer 35 F 2 Graduate Single Unknown Blue 26 6 1 2 3269.0 1434 1835.0 0.630 4672 66 0.650 0.439 5.5077e-05 0.99994000
716310633 Existing Customer 59 F 1 Post-Graduate Single Less than $40K Blue 36 6 2 2 2759.0 2481 278.0 0.588 5037 84 0.680 0.899 1.2571e-04 0.99987000
714188883 Attrited Customer 46 F 5 Doctorate Single Less than $40K Blue 37 3 2 2 1787.0 0 1787.0 0.654 2345 36 0.286 0.000 9.9415e-01 0.00585000
772437633 Existing Customer 43 M 3 Graduate Single $60K - $80K Blue 33 4 2 3 6854.0 0 6854.0 0.703 4578 72 0.756 0.000 1.9864e-04 0.99980000
708536283 Attrited Customer 35 M 1 Doctorate Single $80K - $120K Blue 27 3 2 2 2904.0 2517 387.0 0.624 2653 46 0.586 0.867 9.9357e-01 0.00643000
772569033 Existing Customer 44 M 0 High School Divorced $80K - $120K Blue 34 5 2 2 5293.0 1236 4057.0 0.848 4572 90 0.800 0.234 9.4951e-05 0.99991000
714443883 Existing Customer 57 F 3 Graduate Married Less than $40K Blue 49 4 2 1 1781.0 0 1781.0 0.570 4593 81 0.800 0.000 7.1226e-05 0.99993000
710369658 Existing Customer 50 M 3 Unknown Married $60K - $80K Blue 36 4 3 2 3276.0 2353 923.0 0.725 4488 92 0.736 0.718 2.0516e-04 0.99979000
788440083 Existing Customer 55 M 2 Uneducated Single $60K - $80K Silver 48 5 3 3 34516.0 1384 33132.0 0.625 3807 82 0.864 0.040 2.8105e-04 0.99972000
773332908 Existing Customer 48 M 4 High School Unknown $60K - $80K Blue 30 3 3 2 14670.0 1900 12770.0 0.806 4221 83 0.766 0.130 1.8339e-04 0.99982000
709307808 Attrited Customer 59 F 2 High School Married $40K - $60K Blue 36 3 3 3 4375.0 0 4375.0 0.621 2507 53 0.472 0.000 9.9661e-01 0.00338788
712507758 Existing Customer 36 F 2 College Unknown Unknown Blue 24 6 3 3 3448.0 1903 1545.0 0.841 5471 87 0.642 0.552 2.9411e-04 0.99971000
715701033 Attrited Customer 43 M 2 Graduate Married $80K - $120K Blue 33 5 3 3 2111.0 1761 350.0 0.753 2112 46 0.769 0.834 9.9671e-01 0.00329379
718478883 Existing Customer 55 F 2 College Single Less than $40K Blue 36 4 1 3 3123.0 0 3123.0 0.513 4424 81 0.723 0.000 9.0064e-05 0.99991000
788734158 Existing Customer 42 M 4 Graduate Married $40K - $60K Blue 19 5 3 2 8374.0 0 8374.0 0.885 4493 59 1.034 0.000 1.8864e-04 0.99981000
794490858 Existing Customer 48 F 1 High School Married $40K - $60K Silver 28 3 1 2 15713.0 1387 14326.0 0.904 4775 61 0.605 0.088 4.5410e-05 0.99995000
718397658 Existing Customer 60 F 0 Unknown Single $40K - $60K Blue 36 6 3 2 4115.0 1231 2884.0 0.745 3627 61 1.179 0.299 1.6966e-04 0.99983000
718826883 Attrited Customer 50 M 3 Uneducated Single $80K - $120K Blue 36 6 3 2 6925.0 0 6925.0 0.821 2506 36 0.440 0.000 9.9482e-01 0.00518000
716733933 Existing Customer 42 F 2 High School Married Unknown Blue 30 5 3 2 1898.0 725 1173.0 0.664 5051 64 1.065 0.382 1.7486e-04 0.99983000
809307108 Existing Customer 44 F 1 High School Single Unknown Blue 39 4 3 2 2021.0 1182 839.0 0.794 4209 77 0.833 0.585 1.6413e-04 0.99984000
778671483 Existing Customer 33 F 3 Uneducated Single Less than $40K Blue 13 5 3 3 1630.0 1008 622.0 0.695 4143 67 0.595 0.618 3.2275e-04 0.99968000
815504583 Attrited Customer 48 F 4 Graduate Single $40K - $60K Blue 43 3 2 4 1538.0 0 1538.0 0.684 2275 43 0.483 0.000 9.9709e-01 0.00291040
789319458 Existing Customer 48 M 5 Uneducated Single $60K - $80K Blue 38 6 2 3 22639.0 1481 21158.0 0.703 4219 65 0.477 0.065 2.0321e-04 0.99980000
710382108 Existing Customer 39 F 3 Post-Graduate Married Less than $40K Blue 19 5 1 2 2452.0 2423 29.0 0.778 4204 63 0.800 0.988 6.7249e-05 0.99993000
720895533 Existing Customer 32 F 4 Unknown Married Less than $40K Blue 22 6 3 3 1438.3 1056 382.3 0.986 4885 78 1.053 0.734 3.4872e-04 0.99965000
709891608 Attrited Customer 41 M 2 High School Married $120K + Blue 24 5 2 3 9924.0 0 9924.0 0.517 1949 43 0.483 0.000 9.9466e-01 0.00534000
717136533 Existing Customer 37 F 2 Uneducated Single Less than $40K Blue 26 4 2 2 2586.0 835 1751.0 0.721 4883 73 0.825 0.323 1.1703e-04 0.99988000
790164408 Existing Customer 59 F 1 Unknown Married Less than $40K Blue 52 6 3 3 2308.0 2094 214.0 0.722 4869 77 0.750 0.907 3.1211e-04 0.99969000
795613233 Existing Customer 48 F 2 Graduate Married Unknown Blue 42 4 2 0 10514.0 1494 9020.0 0.649 4949 76 0.810 0.142 4.1986e-05 0.99996000
709009833 Existing Customer 54 M 3 Graduate Married $40K - $60K Blue 44 3 3 3 1655.0 0 1655.0 0.766 4621 67 0.675 0.000 3.1390e-04 0.99969000
720054183 Existing Customer 41 F 2 Graduate Single $40K - $60K Blue 25 4 2 2 2768.0 2228 540.0 0.864 5112 86 0.870 0.805 1.1382e-04 0.99989000
713193408 Existing Customer 59 F 0 Unknown Single Less than $40K Blue 52 3 3 3 2533.0 2076 457.0 0.738 3816 75 0.829 0.820 2.8535e-04 0.99971000
801508383 Existing Customer 48 M 2 Graduate Married $80K - $120K Blue 42 6 3 2 25658.0 1721 23937.0 0.592 4498 85 0.635 0.067 1.7987e-04 0.99982000
711949683 Attrited Customer 55 F 2 College Divorced $40K - $60K Blue 36 6 2 3 4410.0 2517 1893.0 0.530 1883 44 0.630 0.571 9.9466e-01 0.00534000
787747308 Attrited Customer 49 F 4 Uneducated Unknown Less than $40K Blue 39 6 3 2 3468.0 2517 951.0 0.746 2494 39 0.345 0.726 9.9487e-01 0.00513000
720064158 Existing Customer 51 F 3 Post-Graduate Married Less than $40K Blue 36 4 2 3 1438.3 0 1438.3 0.709 4323 70 0.667 0.000 2.3373e-04 0.99977000
779104608 Attrited Customer 34 F 3 High School Unknown Unknown Blue 15 5 1 3 1438.3 0 1438.3 0.689 2819 48 0.600 0.000 9.8941e-01 0.01059000
715477233 Existing Customer 55 F 1 High School Unknown Unknown Blue 36 3 2 3 6968.0 1430 5538.0 0.950 4037 69 1.029 0.205 1.7468e-04 0.99983000
719524383 Existing Customer 35 F 3 Graduate Single $40K - $60K Blue 22 3 1 3 2441.0 1670 771.0 0.697 4105 73 0.553 0.684 9.6126e-05 0.99990000
713804883 Attrited Customer 46 F 4 Post-Graduate Single Less than $40K Blue 37 3 2 2 1836.0 0 1836.0 0.323 1799 28 0.167 0.000 9.9293e-01 0.00707000
710359458 Existing Customer 50 F 1 Graduate Married $40K - $60K Blue 36 5 1 3 2560.0 1807 753.0 0.995 4456 70 0.522 0.706 8.6952e-05 0.99991000
716311683 Existing Customer 43 M 4 College Married $80K - $120K Blue 36 4 1 2 32733.0 1448 31285.0 0.655 3452 54 0.862 0.044 5.6158e-05 0.99994000
753795633 Attrited Customer 48 F 2 Uneducated Married Less than $40K Blue 41 5 3 2 2964.0 2517 447.0 0.699 2327 38 0.810 0.849 9.9462e-01 0.00538000
780076833 Existing Customer 44 M 1 Unknown Unknown $80K - $120K Blue 29 6 1 2 8315.0 1008 7307.0 0.718 4088 66 0.610 0.121 5.6825e-05 0.99994000
716019333 Existing Customer 65 F 0 Unknown Single Less than $40K Blue 56 6 3 3 2279.0 1789 490.0 0.865 4091 82 0.907 0.785 2.8535e-04 0.99971000
820657083 Existing Customer 53 M 4 College Single $80K - $120K Silver 48 5 1 2 34516.0 800 33716.0 0.804 3819 72 0.600 0.023 5.0742e-05 0.99995000
716901858 Existing Customer 49 M 4 Doctorate Married $40K - $60K Blue 39 5 1 2 1438.3 0 1438.3 0.562 3691 77 0.510 0.000 8.3588e-05 0.99992000
756571983 Existing Customer 45 F 3 High School Single Less than $40K Blue 36 6 2 3 2020.0 1103 917.0 0.942 4951 85 0.932 0.546 1.9311e-04 0.99981000
817607358 Attrited Customer 44 F 2 High School Unknown Unknown Gold 35 3 3 3 34516.0 0 34516.0 0.767 2227 44 0.630 0.000 9.9706e-01 0.00294187
778268508 Existing Customer 56 F 2 Uneducated Single Unknown Blue 47 5 2 1 5261.0 1966 3295.0 0.672 4448 86 0.792 0.374 7.0576e-05 0.99993000
778984383 Existing Customer 43 F 3 High School Married Unknown Blue 31 3 3 1 2692.0 2039 653.0 0.853 4622 73 0.780 0.757 1.0943e-04 0.99989000
720771933 Existing Customer 49 F 3 Post-Graduate Married $40K - $60K Blue 36 5 2 1 1994.0 0 1994.0 0.829 4434 69 0.568 0.000 8.3810e-05 0.99992000
748827033 Existing Customer 44 M 3 Graduate Divorced $60K - $80K Blue 37 5 2 3 3290.0 0 3290.0 0.841 4780 84 0.615 0.000 1.9864e-04 0.99980000
712591983 Existing Customer 52 F 5 Graduate Single $40K - $60K Blue 41 4 2 3 3035.0 1960 1075.0 0.566 4104 79 0.927 0.646 1.9764e-04 0.99980000
712181658 Existing Customer 37 F 2 Graduate Single $40K - $60K Blue 36 4 3 1 2407.0 1552 855.0 0.620 4983 86 0.755 0.645 1.0848e-04 0.99989000
712297683 Attrited Customer 47 F 3 College Married Less than $40K Blue 35 6 3 2 1781.0 0 1781.0 0.693 2196 35 0.750 0.000 9.9452e-01 0.00548000
714684933 Attrited Customer 40 F 1 Uneducated Married Less than $40K Blue 28 5 2 3 3680.0 0 3680.0 0.729 2725 41 0.577 0.000 9.9462e-01 0.00538000
720742083 Attrited Customer 48 F 4 Unknown Married Less than $40K Blue 36 4 3 3 2740.0 2425 315.0 0.816 2431 46 0.394 0.885 9.9714e-01 0.00285845
772310958 Existing Customer 42 F 2 Graduate Married Less than $40K Blue 31 4 6 3 4311.0 822 3489.0 0.722 4965 94 0.541 0.191 2.3881e-04 0.99976000
715343883 Existing Customer 42 F 3 High School Single Less than $40K Blue 32 5 3 3 1931.0 1297 634.0 1.037 4693 66 0.833 0.672 3.0516e-04 0.99969000
720470133 Existing Customer 59 M 0 Graduate Single Less than $40K Blue 36 5 3 3 3604.0 1483 2121.0 0.597 4576 87 0.706 0.411 2.5960e-04 0.99974000
710420133 Existing Customer 47 F 2 Graduate Married Less than $40K Blue 34 6 2 2 2190.0 0 2190.0 0.630 4416 68 0.581 0.000 1.1382e-04 0.99989000
720933408 Existing Customer 56 F 2 Uneducated Unknown Less than $40K Blue 36 3 1 2 8438.0 1825 6613.0 0.589 4798 89 0.712 0.216 5.6630e-05 0.99994000
716304483 Existing Customer 46 F 3 High School Married $40K - $60K Blue 36 3 2 3 3413.0 2372 1041.0 0.700 5029 86 0.792 0.695 1.9311e-04 0.99981000
719534058 Existing Customer 26 F 0 Graduate Unknown Less than $40K Blue 14 3 2 1 2163.0 1942 221.0 0.582 4380 57 0.781 0.898 5.8902e-05 0.99994000
710515308 Existing Customer 42 F 1 Graduate Single Less than $40K Blue 36 4 3 1 3595.0 1904 1691.0 0.891 5025 84 0.647 0.530 1.0182e-04 0.99990000
797241108 Existing Customer 47 M 1 Graduate Married $120K + Blue 41 5 3 3 9036.0 1080 7956.0 0.742 4500 83 0.660 0.120 2.8395e-04 0.99972000
708884658 Existing Customer 48 F 2 Graduate Married Less than $40K Blue 31 5 1 1 2315.0 1565 750.0 0.873 4828 90 0.800 0.676 3.3214e-05 0.99997000
794475483 Existing Customer 44 M 4 Uneducated Married $80K - $120K Silver 27 4 3 2 34516.0 1043 33473.0 0.690 4654 59 0.639 0.030 1.7526e-04 0.99982000
714315858 Existing Customer 56 F 3 High School Married Less than $40K Blue 37 6 1 3 4008.0 1650 2358.0 1.000 5429 71 0.732 0.412 9.3448e-05 0.99991000
717217983 Existing Customer 43 F 3 Graduate Married Less than $40K Blue 30 6 2 3 3143.0 2517 626.0 0.959 5409 79 0.881 0.801 1.9864e-04 0.99980000
721124658 Attrited Customer 40 M 3 Uneducated Single $80K - $120K Blue 27 4 2 3 3427.0 0 3427.0 0.500 2625 63 0.500 0.000 9.9513e-01 0.00487126
716753058 Existing Customer 38 F 3 Graduate Single Less than $40K Blue 28 6 2 2 2699.0 564 2135.0 0.683 4813 78 0.814 0.209 1.1811e-04 0.99988000
711069483 Existing Customer 40 F 2 Graduate Single Less than $40K Blue 36 6 2 2 1538.0 0 1538.0 0.706 4884 79 0.881 0.000 1.1382e-04 0.99989000
708478233 Existing Customer 48 F 3 Graduate Married $40K - $60K Blue 36 4 2 2 5573.0 1238 4335.0 0.624 4348 90 0.837 0.222 1.1811e-04 0.99988000
710783358 Existing Customer 46 M 3 High School Unknown $80K - $120K Blue 35 5 3 2 2570.0 1764 806.0 0.786 4442 85 0.771 0.686 1.8145e-04 0.99982000
713710383 Existing Customer 43 M 2 High School Unknown $80K - $120K Blue 30 4 2 1 18008.0 2517 15491.0 0.775 2659 55 0.833 0.140 6.6728e-05 0.99993000
720815208 Attrited Customer 52 M 0 High School Single $120K + Blue 39 5 3 3 34516.0 216 34300.0 0.556 2395 47 0.306 0.006 9.9605e-01 0.00394582
721338783 Existing Customer 49 F 4 Uneducated Married Unknown Blue 36 3 2 3 13483.0 2517 10966.0 0.733 3427 72 0.600 0.187 2.0643e-04 0.99979000
714121983 Existing Customer 49 F 3 Graduate Single Unknown Blue 42 4 2 3 4349.0 1400 2949.0 0.641 4694 84 0.750 0.322 1.9864e-04 0.99980000
715061733 Existing Customer 42 M 3 College Single $60K - $80K Blue 36 4 1 3 11698.0 1060 10638.0 1.282 3539 81 0.929 0.091 9.3457e-05 0.99991000
720520308 Attrited Customer 46 F 4 Graduate Married Less than $40K Blue 28 4 2 3 8318.0 2517 5801.0 0.690 2427 52 0.625 0.303 9.9504e-01 0.00495524
806908608 Existing Customer 46 F 2 Unknown Married Less than $40K Blue 41 5 2 3 1438.3 0 1438.3 0.691 3942 78 1.229 0.000 2.1042e-04 0.99979000
798972183 Attrited Customer 49 F 2 Unknown Single $40K - $60K Blue 43 1 3 2 1643.0 526 1117.0 0.829 2520 38 0.583 0.320 9.9497e-01 0.00503000
715030308 Existing Customer 42 M 4 Graduate Married $40K - $60K Blue 27 5 1 2 1503.0 929 574.0 0.892 4680 67 0.971 0.618 5.7762e-05 0.99994000
708244458 Existing Customer 47 F 2 Unknown Married Less than $40K Blue 35 3 3 2 2793.0 1517 1276.0 0.712 3485 72 0.895 0.543 1.9771e-04 0.99980000
789479058 Existing Customer 45 F 4 College Divorced $40K - $60K Blue 37 5 3 3 1438.3 0 1438.3 0.835 4459 66 0.833 0.000 3.0845e-04 0.99969000
784998108 Existing Customer 33 M 3 High School Married $80K - $120K Blue 22 5 3 2 9094.0 0 9094.0 0.631 4203 76 0.727 0.000 1.8145e-04 0.99982000
711808383 Existing Customer 50 M 3 Graduate Divorced $60K - $80K Blue 39 5 1 3 6362.0 1709 4653.0 1.016 4476 85 0.735 0.269 9.6126e-05 0.99990000
770839608 Existing Customer 60 F 1 Unknown Single Less than $40K Blue 47 6 1 1 2394.0 1427 967.0 0.803 4611 82 0.783 0.596 3.4268e-05 0.99997000
713866308 Existing Customer 45 M 4 Unknown Single $60K - $80K Blue 36 5 2 1 15100.0 2004 13096.0 0.900 4135 76 0.689 0.133 7.9128e-05 0.99992000
714250908 Attrited Customer 53 F 2 Graduate Married Less than $40K Blue 47 3 4 2 2927.0 2517 410.0 0.419 2231 60 0.875 0.860 9.9542e-01 0.00457826
739317558 Existing Customer 48 M 5 Graduate Married $80K - $120K Blue 35 4 3 3 9030.0 2369 6661.0 0.662 4899 84 0.867 0.262 3.1231e-04 0.99969000
718702908 Existing Customer 53 F 2 Unknown Single Less than $40K Blue 36 6 2 1 1543.0 1041 502.0 0.920 4312 84 0.647 0.675 7.5449e-05 0.99992000
720644883 Existing Customer 53 F 1 College Married Unknown Blue 40 3 2 1 4941.0 1867 3074.0 0.730 5104 87 0.851 0.378 6.2639e-05 0.99994000
717182883 Existing Customer 33 F 1 High School Married Unknown Blue 36 3 2 2 2279.0 1432 847.0 0.855 4169 74 0.947 0.628 1.0386e-04 0.99990000
719384433 Attrited Customer 44 F 3 High School Divorced Less than $40K Blue 28 5 2 3 1877.0 1203 674.0 0.654 2581 57 0.781 0.641 9.9485e-01 0.00515000
787301208 Existing Customer 52 M 2 Uneducated Divorced $40K - $60K Blue 46 5 1 1 1438.3 0 1438.3 0.706 3763 74 0.850 0.000 3.4150e-05 0.99997000
720924633 Existing Customer 40 F 5 Graduate Unknown Less than $40K Blue 27 4 2 1 1438.3 0 1438.3 0.984 4397 73 0.553 0.000 7.0865e-05 0.99993000
721316358 Existing Customer 41 M 3 High School Married $60K - $80K Blue 28 5 1 1 9577.0 632 8945.0 0.379 4086 62 0.771 0.066 3.3505e-05 0.99997000
716118633 Existing Customer 43 M 2 Post-Graduate Divorced $60K - $80K Blue 36 6 1 1 5427.0 2177 3250.0 0.824 4328 73 0.622 0.401 3.9082e-05 0.99996000
789880533 Attrited Customer 46 F 4 Graduate Single $40K - $60K Blue 36 5 3 4 5913.0 1651 4262.0 0.790 2404 39 0.560 0.279 9.9816e-01 0.00184351
711221958 Attrited Customer 43 F 3 Graduate Single $40K - $60K Blue 26 3 2 2 2867.0 0 2867.0 0.703 2646 41 0.464 0.000 9.9161e-01 0.00839000
715510683 Existing Customer 40 F 1 High School Single Less than $40K Blue 29 3 2 2 2506.0 1362 1144.0 0.844 4665 82 0.745 0.543 1.0386e-04 0.99990000
718689258 Existing Customer 39 F 2 Doctorate Married $40K - $60K Blue 29 5 2 3 1693.0 1101 592.0 0.778 4203 87 0.851 0.650 2.7701e-04 0.99972000
716368008 Attrited Customer 54 F 1 Graduate Married Unknown Blue 36 4 2 2 3137.0 959 2178.0 1.008 2925 41 0.414 0.306 9.9073e-01 0.00927000
712092783 Attrited Customer 47 F 3 Doctorate Single Less than $40K Blue 40 6 2 3 2437.0 0 2437.0 0.664 2027 42 0.448 0.000 9.9653e-01 0.00346592
789541458 Existing Customer 35 F 1 High School Married Less than $40K Blue 28 6 0 2 1438.3 977 461.3 1.189 4840 85 1.073 0.679 1.8596e-05 0.99998000
719539458 Existing Customer 46 F 3 Graduate Single Less than $40K Blue 41 5 3 3 3913.0 0 3913.0 0.722 5170 93 0.860 0.000 3.1390e-04 0.99969000
713082708 Existing Customer 41 F 2 High School Married Less than $40K Blue 36 6 2 2 4953.0 991 3962.0 0.342 4183 67 0.489 0.200 1.1065e-04 0.99989000
794665608 Existing Customer 48 F 3 Graduate Single $40K - $60K Blue 33 4 2 3 5724.0 582 5142.0 0.817 4510 59 0.903 0.102 1.9864e-04 0.99980000
712827258 Existing Customer 37 M 3 Uneducated Married $40K - $60K Blue 25 5 0 3 1438.3 0 1438.3 1.023 5046 77 0.925 0.000 3.6573e-05 0.99996000
714525633 Existing Customer 55 F 2 Unknown Single Less than $40K Blue 36 3 3 2 1886.0 1023 863.0 0.708 4233 81 0.884 0.542 1.9771e-04 0.99980000
708726708 Attrited Customer 42 F 3 Graduate Single $40K - $60K Blue 36 6 2 3 1451.0 599 852.0 0.752 2192 35 0.458 0.413 9.9499e-01 0.00501000
768498258 Existing Customer 47 F 1 High School Married Unknown Blue 41 3 2 3 2950.0 1642 1308.0 0.800 4740 83 0.694 0.557 1.7468e-04 0.99983000
712767858 Attrited Customer 42 F 0 College Single $40K - $60K Blue 30 5 2 3 1438.3 1223 215.3 0.491 2181 43 0.593 0.850 9.9378e-01 0.00622000
709231683 Existing Customer 36 F 2 Graduate Unknown $40K - $60K Blue 23 6 2 3 2024.0 901 1123.0 0.659 4861 84 0.750 0.445 1.9143e-04 0.99981000
712445583 Attrited Customer 33 F 0 College Single Unknown Blue 15 3 1 4 2299.0 0 2299.0 0.663 2323 47 0.469 0.000 9.9247e-01 0.00753000
711461658 Existing Customer 47 M 1 High School Married $40K - $60K Blue 29 5 3 2 3291.0 1197 2094.0 0.672 3228 82 0.708 0.364 1.6413e-04 0.99984000
713891133 Attrited Customer 41 F 2 Unknown Single Less than $40K Blue 36 3 2 2 1438.3 834 604.3 0.407 1890 43 0.387 0.580 9.9207e-01 0.00793000
710074458 Existing Customer 41 F 5 High School Divorced Less than $40K Blue 34 3 1 3 2137.0 996 1141.0 0.625 4290 90 0.875 0.466 9.2974e-05 0.99991000
779279883 Attrited Customer 60 F 2 High School Married Less than $40K Blue 42 3 3 2 1438.3 0 1438.3 0.061 1628 42 0.077 0.000 9.9431e-01 0.00569000
719674533 Existing Customer 48 M 3 Unknown Single $80K - $120K Blue 44 5 1 3 16794.0 1527 15267.0 0.912 4040 76 0.689 0.091 1.0566e-04 0.99989000
716535408 Existing Customer 43 M 3 Unknown Married $40K - $60K Blue 32 3 1 3 12219.0 1462 10757.0 0.558 3843 69 0.605 0.120 1.0566e-04 0.99989000
710319108 Existing Customer 54 F 2 High School Married Less than $40K Blue 47 4 2 3 1804.0 1298 506.0 0.758 4542 73 0.921 0.720 1.8610e-04 0.99981000
714777858 Existing Customer 60 F 2 Unknown Married Less than $40K Blue 36 6 3 2 2343.0 2066 277.0 0.720 4858 69 0.917 0.882 1.9771e-04 0.99980000
769974258 Existing Customer 44 M 3 Post-Graduate Single $80K - $120K Blue 38 5 2 3 19724.0 0 19724.0 0.644 3830 82 0.673 0.000 2.3373e-04 0.99977000
717819633 Existing Customer 49 F 3 Uneducated Married Less than $40K Blue 42 6 1 2 3949.0 1463 2486.0 1.072 4124 57 0.839 0.370 5.8763e-05 0.99994000
712953483 Attrited Customer 64 F 0 Graduate Single Less than $40K Blue 36 1 3 4 1682.0 0 1682.0 0.750 1811 39 0.500 0.000 9.9775e-01 0.00225216
779029458 Attrited Customer 54 F 1 Post-Graduate Single Less than $40K Blue 35 4 3 3 1724.0 0 1724.0 0.670 2725 47 0.424 0.000 9.9702e-01 0.00298315
721321383 Existing Customer 50 F 3 Doctorate Married Less than $40K Blue 41 3 3 2 2372.0 1148 1224.0 0.872 4418 80 0.818 0.484 2.7008e-04 0.99973000
716973333 Existing Customer 40 M 3 Uneducated Married $120K + Blue 28 3 3 2 4642.0 1676 2966.0 0.615 5080 76 0.810 0.361 1.9191e-04 0.99981000
709946658 Existing Customer 49 F 4 College Single $40K - $60K Blue 30 5 3 3 2765.0 1211 1554.0 0.736 4629 58 0.706 0.438 3.0845e-04 0.99969000
709243533 Existing Customer 49 F 2 Unknown Single Less than $40K Blue 41 5 3 2 2555.0 1815 740.0 0.847 4552 75 0.829 0.710 1.9771e-04 0.99980000
709999308 Existing Customer 51 M 3 Uneducated Married $80K - $120K Blue 40 3 2 2 3150.0 0 3150.0 0.750 3477 78 0.857 0.000 1.2144e-04 0.99988000
712389108 Existing Customer 43 F 2 Graduate Married Less than $40K Blue 36 6 3 2 2570.0 2107 463.0 0.651 4058 83 0.766 0.820 1.7987e-04 0.99982000
712305333 Existing Customer 59 M 0 Graduate Single $60K - $80K Blue 53 4 2 2 4386.0 2505 1881.0 0.806 4064 65 0.806 0.571 9.7673e-05 0.99990000
812785158 Existing Customer 42 M 4 Uneducated Married Less than $40K Blue 37 4 3 2 2411.0 1797 614.0 0.607 4331 63 0.500 0.745 1.9396e-04 0.99981000
765459858 Attrited Customer 47 M 3 Graduate Divorced Less than $40K Blue 40 4 4 3 6397.0 0 6397.0 0.632 2511 56 0.556 0.000 9.9737e-01 0.00262820
714894708 Attrited Customer 53 M 1 Uneducated Unknown $120K + Blue 45 4 4 2 23958.0 2517 21441.0 0.702 2777 45 0.552 0.105 9.9526e-01 0.00474303
711296508 Existing Customer 49 F 3 Graduate Single Less than $40K Blue 42 5 2 3 2608.0 2455 153.0 0.886 4776 85 0.889 0.941 1.9864e-04 0.99980000
795713058 Existing Customer 45 M 3 Post-Graduate Married $40K - $60K Blue 39 3 1 2 4409.0 1753 2656.0 0.550 4292 76 0.652 0.398 6.7249e-05 0.99993000
789487308 Existing Customer 48 M 2 Doctorate Single $60K - $80K Blue 39 3 2 2 10033.0 0 10033.0 0.644 4106 78 0.902 0.000 1.6471e-04 0.99984000
720130233 Attrited Customer 48 M 2 High School Single $60K - $80K Blue 36 4 3 1 1641.0 0 1641.0 0.791 2536 45 0.364 0.000 9.9061e-01 0.00939000
789047208 Existing Customer 57 F 2 High School Single Less than $40K Blue 45 4 1 3 2454.0 1610 844.0 1.036 4983 79 0.795 0.656 9.0056e-05 0.99991000
715864983 Existing Customer 56 F 2 High School Married Less than $40K Blue 43 5 2 2 1978.0 0 1978.0 0.641 4870 83 0.844 0.000 1.1065e-04 0.99989000
708765933 Existing Customer 46 M 2 Post-Graduate Married $60K - $80K Blue 36 3 2 2 5464.0 887 4577.0 0.554 4866 81 0.620 0.162 1.3393e-04 0.99987000
809320908 Existing Customer 42 M 3 High School Single $60K - $80K Blue 37 3 3 3 5951.0 0 5951.0 0.742 4160 84 0.867 0.000 3.0516e-04 0.99969000
779324358 Existing Customer 49 F 2 Uneducated Single Less than $40K Blue 31 6 1 3 2381.0 1603 778.0 0.687 4013 79 0.756 0.673 9.5249e-05 0.99990000
713730108 Existing Customer 48 M 4 Post-Graduate Divorced $60K - $80K Blue 38 3 2 2 11596.0 1258 10338.0 0.426 4686 67 0.675 0.108 1.4046e-04 0.99986000
711783483 Existing Customer 55 F 3 Post-Graduate Single $40K - $60K Blue 46 4 3 2 5162.0 984 4178.0 0.842 3562 72 0.895 0.191 2.1962e-04 0.99978000
719294433 Existing Customer 63 F 1 Uneducated Single Unknown Blue 55 4 3 1 16312.0 520 15792.0 0.806 4366 68 0.659 0.032 1.0469e-04 0.99990000
718279008 Attrited Customer 44 M 3 High School Single $60K - $80K Silver 36 5 2 3 25276.0 0 25276.0 0.849 2282 38 0.583 0.000 9.9430e-01 0.00570000
721238508 Existing Customer 38 F 3 High School Single Less than $40K Blue 26 3 3 3 1939.0 1484 455.0 0.576 4790 77 0.750 0.765 3.0516e-04 0.99969000
709365483 Existing Customer 45 F 2 Doctorate Divorced $40K - $60K Blue 36 5 3 3 2788.0 1826 962.0 0.521 4437 67 0.595 0.655 4.3772e-04 0.99956000
718477983 Existing Customer 54 F 3 High School Married Less than $40K Blue 42 4 2 3 1438.3 1108 330.3 0.782 4776 90 0.765 0.770 1.9311e-04 0.99981000
719809533 Existing Customer 59 F 0 Unknown Married Less than $40K Blue 36 6 1 4 2448.0 1969 479.0 0.713 5066 84 0.750 0.804 1.4907e-04 0.99985000
717239133 Existing Customer 52 F 1 College Married Unknown Blue 40 5 3 1 10317.0 642 9675.0 0.553 3939 60 0.875 0.062 9.8992e-05 0.99990000
814091058 Attrited Customer 38 F 1 College Single Less than $40K Blue 33 6 2 3 3119.0 2517 602.0 0.722 2492 50 0.515 0.807 9.9431e-01 0.00569000
710555433 Attrited Customer 42 F 4 Graduate Single Less than $40K Blue 36 6 2 2 2803.0 0 2803.0 0.623 2216 40 0.600 0.000 9.9169e-01 0.00831000
770956158 Existing Customer 43 F 4 Graduate Unknown Less than $40K Blue 30 3 2 1 2397.0 2151 246.0 0.839 4140 68 0.744 0.897 7.1987e-05 0.99993000
718263108 Attrited Customer 44 F 3 Unknown Divorced Less than $40K Blue 32 3 3 2 1693.0 1457 236.0 0.919 2829 42 0.615 0.861 9.9515e-01 0.00484967
715984908 Existing Customer 52 M 2 Graduate Married $80K - $120K Blue 36 4 3 2 2866.0 1882 984.0 0.803 4850 84 0.826 0.657 1.7987e-04 0.99982000
711020358 Existing Customer 52 F 3 Uneducated Unknown $40K - $60K Blue 36 5 2 2 2498.0 1650 848.0 0.673 4434 79 0.837 0.661 1.2144e-04 0.99988000
788769783 Existing Customer 42 F 4 College Divorced Less than $40K Blue 23 6 1 3 1878.0 1024 854.0 0.760 4707 74 0.897 0.545 9.4455e-05 0.99991000
715496808 Existing Customer 53 F 1 Graduate Married $40K - $60K Blue 36 6 3 3 2712.0 2487 225.0 0.571 4159 69 0.683 0.917 2.8395e-04 0.99972000
779931783 Attrited Customer 52 M 2 High School Single $120K + Blue 38 6 3 3 34516.0 0 34516.0 0.639 2213 47 0.382 0.000 9.9661e-01 0.00338788
818763033 Existing Customer 34 F 3 Graduate Married $40K - $60K Blue 29 6 1 1 6169.0 2517 3652.0 1.117 4794 71 0.690 0.408 3.4465e-05 0.99997000
711953358 Existing Customer 51 M 2 Graduate Married $80K - $120K Blue 35 4 2 2 6205.0 2264 3941.0 0.773 4605 88 0.725 0.365 1.1382e-04 0.99989000
716485308 Existing Customer 43 F 2 Unknown Unknown Less than $40K Blue 36 4 3 3 1780.0 1541 239.0 0.839 5008 93 0.722 0.866 3.3251e-04 0.99967000
716432658 Existing Customer 48 F 3 High School Married Less than $40K Blue 36 5 2 1 1438.3 0 1438.3 0.646 4490 65 0.625 0.000 6.9242e-05 0.99993000
712691883 Attrited Customer 41 F 2 High School Married Less than $40K Blue 36 3 2 2 2811.0 2404 407.0 0.491 2245 41 0.464 0.855 9.9104e-01 0.00896000
712611108 Attrited Customer 59 F 1 Unknown Single Less than $40K Blue 53 5 6 2 7501.0 2517 4984.0 0.663 2280 49 0.531 0.336 9.9322e-01 0.00678000
716245833 Existing Customer 62 M 1 Graduate Unknown Less than $40K Blue 36 6 3 2 2856.0 2517 339.0 0.615 4473 67 0.489 0.881 1.6883e-04 0.99983000
780052008 Existing Customer 37 M 3 Unknown Single $80K - $120K Blue 22 4 2 2 29898.0 1414 28484.0 0.453 3883 68 0.700 0.047 1.2982e-04 0.99987000
709759908 Existing Customer 46 M 2 Graduate Married $60K - $80K Blue 36 4 2 2 1939.0 685 1254.0 0.421 4327 84 0.680 0.353 1.1382e-04 0.99989000
788667408 Existing Customer 50 F 2 High School Married Less than $40K Blue 21 6 1 1 2965.0 1819 1146.0 0.796 4475 66 0.692 0.613 3.2288e-05 0.99997000
721449408 Existing Customer 40 F 4 Unknown Single Less than $40K Blue 25 6 2 1 2812.0 2029 783.0 0.634 4763 74 0.762 0.722 7.9128e-05 0.99992000
708316008 Attrited Customer 59 F 1 Graduate Single Unknown Blue 36 3 2 3 10031.0 0 10031.0 0.238 1792 29 0.074 0.000 9.9447e-01 0.00553000
714655758 Existing Customer 62 M 0 Graduate Divorced $40K - $60K Blue 36 6 3 2 4049.0 0 4049.0 0.567 4003 73 0.659 0.000 1.5435e-04 0.99985000
711846183 Attrited Customer 38 F 3 Graduate Single $40K - $60K Blue 26 3 2 3 2669.0 0 2669.0 0.670 2271 31 0.722 0.000 9.9499e-01 0.00501000
720612333 Attrited Customer 44 F 3 College Single Less than $40K Blue 28 6 2 2 1951.0 0 1951.0 0.772 2697 45 0.731 0.000 9.9137e-01 0.00863000
714673833 Existing Customer 59 F 1 Graduate Single $40K - $60K Blue 36 3 3 1 1528.0 0 1528.0 0.669 4411 77 0.833 0.000 1.0182e-04 0.99990000
710525508 Attrited Customer 48 F 2 High School Married Less than $40K Blue 36 6 3 3 1438.3 455 983.3 0.626 2090 50 0.562 0.316 9.9661e-01 0.00338788
757854858 Attrited Customer 50 M 2 Unknown Married $60K - $80K Blue 43 4 3 4 3143.0 0 3143.0 0.764 2297 37 0.321 0.000 9.9824e-01 0.00175907
714658233 Existing Customer 46 F 5 High School Unknown Less than $40K Blue 37 4 3 3 1438.3 725 713.3 0.715 3916 79 0.795 0.504 3.0361e-04 0.99970000
716381808 Existing Customer 43 M 2 Unknown Single $40K - $60K Blue 36 4 4 1 8406.0 0 8406.0 0.743 3820 75 0.630 0.000 1.4410e-04 0.99986000
720831783 Existing Customer 50 F 0 High School Unknown Less than $40K Blue 36 3 2 1 2242.0 888 1354.0 0.661 4708 81 0.558 0.396 5.7261e-05 0.99994000
714319233 Attrited Customer 44 M 5 Graduate Divorced $60K - $80K Blue 36 3 3 6 6538.0 0 6538.0 0.556 2132 33 0.571 0.000 9.9938e-01 0.00061727
718178583 Existing Customer 42 F 2 Unknown Married Less than $40K Blue 29 3 3 1 4710.0 1604 3106.0 0.607 4663 78 0.814 0.341 1.1924e-04 0.99988000
708886533 Existing Customer 50 M 1 Graduate Single $120K + Blue 41 4 1 3 13032.0 1701 11331.0 0.904 4348 77 0.878 0.131 8.6952e-05 0.99991000
716239383 Existing Customer 45 F 4 High School Married Less than $40K Blue 36 5 2 2 2225.0 0 2225.0 0.611 4138 85 0.771 0.000 1.1604e-04 0.99988000
714672933 Existing Customer 52 F 3 Graduate Married $40K - $60K Blue 36 6 4 2 3143.0 2268 875.0 0.801 4417 84 0.680 0.722 2.2556e-04 0.99977000
809954133 Existing Customer 49 M 2 Uneducated Married $60K - $80K Blue 44 6 1 3 5013.0 0 5013.0 0.822 5223 84 0.909 0.000 9.5249e-05 0.99990000
714855108 Existing Customer 60 F 0 High School Married Less than $40K Blue 50 6 0 1 3466.0 973 2493.0 0.652 4073 69 0.605 0.281 1.0252e-05 0.99999000
718730283 Existing Customer 38 F 2 Graduate Married Less than $40K Blue 18 5 3 3 1686.0 1206 480.0 0.767 4891 68 0.511 0.715 3.0251e-04 0.99970000
709232808 Attrited Customer 44 F 3 Unknown Divorced $40K - $60K Blue 34 2 3 2 1689.0 0 1689.0 0.202 1588 37 0.276 0.000 9.9515e-01 0.00484967
804428958 Existing Customer 47 M 1 Graduate Married $40K - $60K Blue 42 3 2 1 1626.0 0 1626.0 0.783 4847 78 1.053 0.000 6.4428e-05 0.99994000
711474333 Attrited Customer 57 F 2 Uneducated Single Less than $40K Blue 51 3 5 2 1614.0 0 1614.0 0.241 1690 38 0.357 0.000 9.9518e-01 0.00481678
720070383 Existing Customer 41 F 3 Uneducated Single Unknown Blue 29 6 3 3 2429.0 1966 463.0 1.046 4775 84 0.787 0.809 3.2275e-04 0.99968000
720322008 Existing Customer 35 F 2 Unknown Married $40K - $60K Blue 15 4 2 1 1438.3 834 604.3 0.684 4551 82 0.640 0.580 7.5449e-05 0.99992000
714527433 Attrited Customer 39 M 4 Graduate Married $80K - $120K Blue 30 5 2 2 17523.0 0 17523.0 0.424 1974 54 0.688 0.000 9.9169e-01 0.00831000
789267633 Existing Customer 54 F 2 College Married Less than $40K Blue 43 3 4 1 2573.0 1760 813.0 0.676 4404 93 0.824 0.684 1.2746e-04 0.99987000
714523383 Existing Customer 43 F 3 Graduate Single $40K - $60K Blue 33 3 2 2 2900.0 2122 778.0 0.631 4656 59 1.458 0.732 1.1811e-04 0.99988000
713996283 Existing Customer 32 F 2 Post-Graduate Single Less than $40K Blue 36 4 5 1 2352.0 2176 176.0 0.857 5209 93 0.755 0.925 1.4256e-04 0.99986000
714557583 Existing Customer 58 F 2 College Single Less than $40K Blue 36 6 4 0 2212.0 1902 310.0 0.691 4976 79 0.975 0.860 7.7964e-05 0.99992000
714014733 Attrited Customer 33 M 2 College Single $80K - $120K Blue 36 4 3 2 9642.0 1431 8211.0 0.561 2172 33 0.571 0.148 9.9432e-01 0.00568000
779065458 Existing Customer 56 M 1 High School Married $120K + Blue 37 4 1 3 9257.0 0 9257.0 0.722 4212 72 0.895 0.000 8.4530e-05 0.99992000
712733958 Attrited Customer 46 F 2 Unknown Single Less than $40K Blue 36 6 3 3 1731.0 0 1731.0 0.529 2304 46 1.000 0.000 9.9700e-01 0.00299743
719231583 Existing Customer 61 M 1 Graduate Unknown $60K - $80K Blue 49 6 2 2 16929.0 1838 15091.0 0.551 4799 79 0.519 0.109 1.0684e-04 0.99989000
778801608 Existing Customer 50 M 2 College Married $80K - $120K Blue 39 6 4 2 3606.0 1862 1744.0 0.689 3568 92 0.804 0.516 2.1134e-04 0.99979000
720728133 Existing Customer 44 M 4 Uneducated Single $40K - $60K Blue 33 4 3 3 1714.0 0 1714.0 0.849 4180 71 0.919 0.000 3.2620e-04 0.99967000
718153233 Existing Customer 46 M 3 Uneducated Married $80K - $120K Blue 36 3 2 2 23512.0 1562 21950.0 0.632 3764 60 0.538 0.066 1.2144e-04 0.99988000
716122008 Attrited Customer 44 F 3 Unknown Married Less than $40K Blue 35 3 3 2 1855.0 0 1855.0 0.988 2544 27 0.929 0.000 9.9515e-01 0.00484967
714960408 Attrited Customer 44 F 3 College Single Less than $40K Blue 34 4 3 1 1605.0 890 715.0 0.742 2722 45 0.500 0.555 9.9095e-01 0.00905000
772382283 Attrited Customer 46 F 3 Graduate Married Less than $40K Blue 36 3 3 3 2302.0 1593 709.0 0.671 2689 49 0.324 0.692 9.9683e-01 0.00317458
817236708 Existing Customer 42 M 3 Uneducated Married $60K - $80K Blue 25 6 2 3 13546.0 1720 11826.0 0.538 3943 73 0.698 0.127 2.0424e-04 0.99980000
714266883 Attrited Customer 54 F 4 Post-Graduate Unknown Less than $40K Blue 44 5 3 3 2440.0 503 1937.0 0.415 2334 51 0.594 0.206 9.9733e-01 0.00267072
792795933 Existing Customer 39 F 1 Graduate Single Less than $40K Blue 30 5 6 2 2669.0 2397 272.0 0.807 3847 65 0.585 0.898 1.3328e-04 0.99987000
717219933 Attrited Customer 47 F 3 Unknown Single Less than $40K Blue 35 4 3 6 2402.0 628 1774.0 0.689 1930 48 0.600 0.261 9.9944e-01 0.00055875
719986758 Attrited Customer 46 F 2 Unknown Single $40K - $60K Blue 33 5 3 6 3001.0 0 3001.0 0.740 2577 39 0.444 0.000 9.9942e-01 0.00057979
712326708 Existing Customer 42 F 2 Unknown Married Less than $40K Blue 31 6 2 3 2552.0 2220 332.0 0.782 4437 61 1.033 0.870 2.1042e-04 0.99979000
721505358 Existing Customer 41 F 3 Unknown Married Less than $40K Blue 34 3 6 2 2679.0 2214 465.0 1.036 4682 81 0.841 0.826 1.6195e-04 0.99984000
804337233 Existing Customer 45 F 4 High School Single Less than $40K Blue 35 3 2 2 1502.0 0 1502.0 0.739 4890 61 0.794 0.000 1.1604e-04 0.99988000
785351133 Existing Customer 61 F 1 Graduate Unknown $40K - $60K Blue 55 4 3 3 1438.3 0 1438.3 0.573 4518 81 0.723 0.000 2.8395e-04 0.99972000
714034158 Existing Customer 46 F 4 Unknown Married Less than $40K Blue 38 5 2 3 3331.0 1307 2024.0 0.617 3946 69 0.683 0.392 2.2068e-04 0.99978000
720349983 Existing Customer 32 F 1 Unknown Divorced Less than $40K Blue 19 3 2 1 1438.3 0 1438.3 0.686 4593 79 0.612 0.000 7.0819e-05 0.99993000
720155583 Existing Customer 55 F 2 Unknown Single Less than $40K Blue 39 3 2 3 2426.0 1589 837.0 0.870 5175 82 0.822 0.655 2.1042e-04 0.99979000
806140383 Attrited Customer 59 M 2 High School Single $80K - $120K Blue 54 3 2 2 2791.0 2396 395.0 0.889 2658 43 0.344 0.858 9.9104e-01 0.00896000
799031958 Existing Customer 49 M 2 Unknown Unknown $80K - $120K Blue 43 5 2 2 18379.0 999 17380.0 0.466 4122 70 0.707 0.054 1.2511e-04 0.99987000
719556558 Existing Customer 46 M 2 Doctorate Married $120K + Blue 34 6 3 1 3499.0 1759 1740.0 0.635 3972 67 0.558 0.503 1.5697e-04 0.99984000
771455508 Existing Customer 60 F 0 College Single Less than $40K Blue 48 5 1 3 1438.3 0 1438.3 0.653 4104 83 0.729 0.000 7.7286e-05 0.99992000
712214283 Existing Customer 40 M 2 Graduate Married $120K + Blue 28 6 3 3 18295.0 0 18295.0 0.625 4827 70 0.750 0.000 3.0251e-04 0.99970000
712667058 Existing Customer 39 F 1 Graduate Single Less than $40K Blue 29 4 1 3 1568.0 995 573.0 0.908 4531 76 0.810 0.635 8.6952e-05 0.99991000
715393908 Existing Customer 57 F 2 Post-Graduate Married Less than $40K Blue 36 3 0 1 2712.0 1445 1267.0 0.819 4520 79 0.881 0.533 1.4461e-05 0.99999000
751518633 Attrited Customer 48 M 5 Post-Graduate Single $120K + Silver 41 5 3 1 34516.0 2517 31999.0 0.553 2260 50 0.786 0.073 9.9167e-01 0.00833000
769100508 Existing Customer 55 F 5 High School Single Less than $40K Blue 49 6 2 1 2177.0 1472 705.0 0.787 5228 77 0.674 0.676 6.8890e-05 0.99993000
720582558 Existing Customer 44 F 2 Uneducated Married Less than $40K Blue 34 3 3 1 2296.0 0 2296.0 0.749 5108 87 0.740 0.000 1.1153e-04 0.99989000
710773533 Existing Customer 43 F 3 Post-Graduate Married Less than $40K Blue 35 5 3 3 2435.0 1595 840.0 0.691 5268 88 0.660 0.655 3.6935e-04 0.99963000
712395408 Attrited Customer 51 F 3 Graduate Divorced Less than $40K Blue 41 5 3 3 1495.0 691 804.0 0.705 2552 42 0.556 0.462 9.9683e-01 0.00317458
818459733 Attrited Customer 41 M 3 Doctorate Single $120K + Blue 26 3 2 2 9220.0 0 9220.0 0.733 2276 32 0.600 0.000 9.9418e-01 0.00582000
708867408 Attrited Customer 52 M 2 High School Married $60K - $80K Blue 40 3 4 2 23128.0 1958 21170.0 0.604 2050 35 0.667 0.085 9.9529e-01 0.00470886
772457583 Existing Customer 47 F 2 Doctorate Single Less than $40K Blue 37 3 0 1 4254.0 1204 3050.0 0.538 5385 93 0.691 0.283 1.7785e-05 0.99998000
810271083 Attrited Customer 47 F 3 Unknown Single $40K - $60K Blue 42 1 5 3 14897.0 0 14897.0 0.489 2164 53 0.606 0.000 9.9741e-01 0.00258725
712649058 Existing Customer 54 F 2 Uneducated Single Less than $40K Blue 36 3 2 2 3554.0 0 3554.0 0.929 4121 82 0.783 0.000 1.1703e-04 0.99988000
788737083 Existing Customer 34 F 2 High School Married Less than $40K Blue 13 6 2 2 1798.0 833 965.0 0.882 4551 84 0.787 0.463 1.1065e-04 0.99989000
714012258 Existing Customer 44 F 2 College Single Less than $40K Blue 34 3 2 1 2429.0 1687 742.0 0.766 4122 74 0.850 0.695 6.6734e-05 0.99993000
757662258 Existing Customer 46 F 4 Graduate Divorced $40K - $60K Blue 39 3 1 1 2477.0 1480 997.0 0.826 5138 77 0.974 0.597 3.4833e-05 0.99997000
714388158 Existing Customer 36 F 2 Uneducated Divorced Unknown Blue 36 3 2 1 14304.0 699 13605.0 0.549 4746 73 0.521 0.049 7.0576e-05 0.99993000
720067083 Existing Customer 30 F 0 High School Single Less than $40K Blue 36 5 1 1 1536.0 801 735.0 0.944 3904 74 0.897 0.521 2.7707e-05 0.99997000
814529508 Existing Customer 39 F 3 High School Unknown Unknown Blue 34 4 3 2 15370.0 686 14684.0 0.810 4106 71 1.029 0.045 1.8145e-04 0.99982000
794068308 Existing Customer 45 M 4 Unknown Unknown $40K - $60K Gold 39 5 1 2 23981.0 1684 22297.0 0.736 4141 73 0.521 0.070 7.3150e-05 0.99993000
824812983 Existing Customer 42 M 3 Unknown Single $60K - $80K Blue 38 5 1 1 6318.0 1397 4921.0 0.517 4166 86 0.755 0.221 3.7884e-05 0.99996000
713396358 Existing Customer 32 F 1 Graduate Single Unknown Blue 13 5 1 3 3558.0 816 2742.0 0.770 4878 71 0.578 0.229 8.6952e-05 0.99991000
719420883 Attrited Customer 56 F 4 Graduate Unknown Less than $40K Blue 44 5 3 3 1677.0 0 1677.0 0.835 2477 45 0.324 0.000 9.9686e-01 0.00314112
785500533 Existing Customer 53 F 4 Unknown Married Less than $40K Blue 47 3 2 2 2734.0 2085 649.0 0.764 4064 66 0.784 0.763 1.3121e-04 0.99987000
712138008 Existing Customer 52 F 2 Graduate Married $40K - $60K Blue 36 5 3 1 2396.0 1663 733.0 0.645 4569 70 0.667 0.694 1.0848e-04 0.99989000
709279608 Existing Customer 45 M 4 High School Married $80K - $120K Blue 35 5 2 3 9852.0 2277 7575.0 0.831 3813 71 0.614 0.231 1.9517e-04 0.99980000
788771733 Existing Customer 49 M 4 High School Single $60K - $80K Blue 30 5 3 3 1579.0 900 679.0 0.592 4354 70 0.707 0.570 3.0842e-04 0.99969000
753365883 Attrited Customer 44 F 3 Unknown Single Unknown Blue 37 3 2 3 1900.0 0 1900.0 0.864 2298 45 0.452 0.000 9.9544e-01 0.00455805
770717883 Existing Customer 42 F 2 College Married $40K - $60K Blue 28 6 2 1 1820.0 0 1820.0 0.658 4592 67 0.811 0.000 6.6734e-05 0.99993000
716919633 Existing Customer 58 F 1 Uneducated Unknown $40K - $60K Blue 39 5 1 1 2406.0 0 2406.0 1.016 4450 73 0.698 0.000 3.2055e-05 0.99997000
717915783 Attrited Customer 60 M 0 Unknown Married $60K - $80K Blue 47 5 1 3 4541.0 1037 3504.0 0.825 2829 44 0.467 0.228 9.8869e-01 0.01131000
720099708 Existing Customer 51 F 4 Unknown Single Less than $40K Blue 43 6 3 2 3124.0 2517 607.0 0.635 4716 68 0.581 0.806 2.0735e-04 0.99979000
711004533 Existing Customer 44 F 2 Graduate Single Less than $40K Blue 26 6 3 1 2240.0 1664 576.0 0.691 4399 80 0.600 0.743 1.0848e-04 0.99989000
709482633 Existing Customer 43 F 4 Uneducated Married $40K - $60K Blue 31 4 1 3 1773.0 882 891.0 0.680 5400 84 0.615 0.497 9.9893e-05 0.99990000
717381183 Existing Customer 27 F 0 Graduate Married Less than $40K Blue 36 3 2 2 1674.0 752 922.0 0.963 4513 57 0.966 0.449 9.7673e-05 0.99990000
719716983 Existing Customer 46 F 4 Graduate Married Unknown Blue 39 4 3 3 3257.0 0 3257.0 0.757 4042 85 0.848 0.000 3.1726e-04 0.99968000
711117108 Existing Customer 48 F 3 High School Married Unknown Silver 36 4 2 3 32611.0 1718 30893.0 0.971 3916 61 0.605 0.053 1.7449e-04 0.99983000
780567408 Existing Customer 47 F 3 Graduate Divorced Less than $40K Blue 38 5 1 2 3027.0 1671 1356.0 0.934 3912 77 0.925 0.552 5.7151e-05 0.99994000
778810083 Existing Customer 45 F 3 Graduate Single Less than $40K Blue 35 4 3 3 4210.0 0 4210.0 1.027 4175 58 0.933 0.000 3.1390e-04 0.99969000
778696608 Existing Customer 46 M 3 Graduate Divorced $40K - $60K Blue 27 5 2 3 10931.0 2297 8634.0 0.639 4802 73 0.872 0.210 1.9864e-04 0.99980000
771469758 Existing Customer 55 M 3 Graduate Single $120K + Blue 43 5 1 3 34516.0 0 34516.0 0.813 4131 66 0.610 0.000 9.6126e-05 0.99990000
714172158 Existing Customer 51 F 0 Doctorate Single $40K - $60K Blue 36 3 2 1 2637.0 1009 1628.0 0.574 4525 83 0.729 0.383 8.5238e-05 0.99991000
713713983 Existing Customer 42 F 4 Graduate Single Less than $40K Blue 33 4 2 2 2899.0 1952 947.0 0.667 4906 94 0.679 0.673 1.1937e-04 0.99988000
787454133 Existing Customer 40 M 2 Unknown Divorced $120K + Blue 26 3 2 3 1438.3 0 1438.3 0.634 4776 82 0.673 0.000 2.1042e-04 0.99979000
709597983 Existing Customer 65 M 0 Doctorate Divorced Less than $40K Blue 56 6 1 3 1573.0 653 920.0 0.710 3349 77 0.674 0.415 1.1504e-04 0.99988000
708298233 Attrited Customer 49 F 3 Graduate Married Less than $40K Blue 37 4 2 1 6184.0 0 6184.0 0.476 1756 49 0.324 0.000 9.8616e-01 0.01384000
779885358 Existing Customer 51 M 0 College Married $120K + Silver 35 5 1 2 34516.0 2332 32184.0 0.800 4587 82 0.745 0.068 4.1519e-05 0.99996000
709938708 Existing Customer 56 F 3 Uneducated Married Unknown Blue 47 4 1 2 1822.0 1118 704.0 0.896 4576 78 0.529 0.614 5.8763e-05 0.99994000
719620983 Existing Customer 41 F 2 Unknown Single Less than $40K Blue 29 6 3 0 2701.0 1839 862.0 0.765 4406 80 0.778 0.681 7.2936e-05 0.99993000
712329933 Attrited Customer 47 F 1 High School Unknown Less than $40K Blue 41 6 3 2 3654.0 0 3654.0 0.630 1998 44 0.467 0.000 9.9395e-01 0.00605000
798280683 Existing Customer 37 M 3 Post-Graduate Single $80K - $120K Blue 31 6 3 3 2626.0 1736 890.0 0.786 4714 93 0.788 0.661 3.6935e-04 0.99963000
715265208 Existing Customer 48 F 1 High School Single Less than $40K Blue 36 4 3 3 1438.3 812 626.3 0.667 3868 80 0.702 0.565 2.7604e-04 0.99972000
826069983 Existing Customer 46 F 4 Graduate Single Unknown Blue 42 4 0 3 13376.0 1633 11743.0 0.980 4515 63 1.172 0.122 3.5950e-05 0.99996000
708890958 Existing Customer 55 M 3 Graduate Single $120K + Blue 42 3 3 2 31636.0 2517 29119.0 0.718 4231 68 1.061 0.080 1.8665e-04 0.99981000
708818508 Existing Customer 36 M 1 Unknown Married Less than $40K Blue 26 5 2 2 3453.0 2517 936.0 0.585 4386 68 0.789 0.729 1.1743e-04 0.99988000
795784008 Attrited Customer 44 F 3 Graduate Married Less than $40K Blue 38 4 2 3 3889.0 2517 1372.0 0.405 1718 37 0.276 0.647 9.9499e-01 0.00501000
714965958 Existing Customer 47 F 4 Post-Graduate Unknown $40K - $60K Blue 36 6 2 3 2216.0 1800 416.0 0.751 4711 83 0.694 0.812 2.3623e-04 0.99976000
716328558 Existing Customer 46 M 2 Uneducated Married $80K - $120K Blue 38 4 5 2 11434.0 0 11434.0 0.840 4520 83 0.844 0.000 2.0656e-04 0.99979000
780747033 Existing Customer 43 F 5 Graduate Married Unknown Blue 34 5 1 3 3146.0 808 2338.0 0.711 4149 66 0.784 0.257 9.5638e-05 0.99990000
713923233 Existing Customer 46 M 3 High School Married $80K - $120K Blue 36 6 3 3 2790.0 2185 605.0 0.671 3392 86 0.755 0.783 3.0516e-04 0.99969000
710962308 Existing Customer 57 F 4 High School Single Unknown Blue 36 3 6 3 4396.0 834 3562.0 0.660 4826 88 0.913 0.190 2.4348e-04 0.99976000
713254983 Existing Customer 62 M 0 Uneducated Single $60K - $80K Blue 50 5 2 2 14314.0 656 13658.0 0.822 4355 70 0.667 0.046 1.0043e-04 0.99990000
720275358 Attrited Customer 47 M 2 Graduate Married $40K - $60K Blue 30 4 3 2 1889.0 0 1889.0 0.874 2479 46 0.533 0.000 9.9447e-01 0.00553000
715964058 Existing Customer 39 F 1 High School Single Less than $40K Blue 31 5 2 1 1862.0 726 1136.0 0.630 5105 79 1.026 0.390 6.2633e-05 0.99994000
721461258 Existing Customer 53 M 0 High School Married $40K - $60K Blue 39 5 2 2 2875.0 1671 1204.0 0.923 4399 88 0.692 0.581 9.4951e-05 0.99991000
710727333 Attrited Customer 49 F 3 High School Married Less than $40K Blue 36 4 2 2 1763.0 0 1763.0 0.896 2813 43 0.536 0.000 9.9137e-01 0.00863000
717325158 Existing Customer 46 F 5 Graduate Married $40K - $60K Blue 33 3 1 1 1438.3 883 555.3 0.708 4474 63 0.853 0.614 3.4290e-05 0.99997000
825856083 Existing Customer 39 M 1 Post-Graduate Single $40K - $60K Blue 35 5 1 1 2623.0 2121 502.0 0.722 4078 70 0.795 0.809 3.6684e-05 0.99996000
807136758 Attrited Customer 58 F 2 High School Married Less than $40K Blue 53 3 0 2 1944.0 0 1944.0 0.613 2412 40 0.481 0.000 9.5195e-01 0.04805000
715400733 Attrited Customer 43 F 3 Uneducated Married $40K - $60K Blue 36 6 4 3 1438.3 0 1438.3 0.747 2116 38 0.583 0.000 9.9744e-01 0.00255630
713927283 Existing Customer 39 F 1 Graduate Single Unknown Blue 34 3 1 1 2884.0 2517 367.0 0.693 4809 87 0.740 0.873 3.1176e-05 0.99997000
711594858 Existing Customer 44 F 1 Unknown Single Less than $40K Blue 36 3 3 2 2936.0 1297 1639.0 0.556 4509 70 0.795 0.442 1.8558e-04 0.99981000
711389358 Attrited Customer 42 M 3 Graduate Married $40K - $60K Blue 23 5 3 2 5791.0 2517 3274.0 0.690 2516 64 0.641 0.435 9.9467e-01 0.00533000
720769533 Existing Customer 65 M 0 Graduate Single $40K - $60K Blue 36 4 0 1 1438.3 682 756.3 0.713 4427 63 1.172 0.474 1.0546e-05 0.99999000
715736283 Existing Customer 55 F 4 Doctorate Single Less than $40K Blue 44 3 1 1 1912.0 0 1912.0 0.783 4666 98 0.719 0.000 5.0408e-05 0.99995000
768949983 Existing Customer 31 F 2 Unknown Single Unknown Blue 25 5 3 1 3288.0 2495 793.0 0.805 4370 83 0.886 0.759 1.1924e-04 0.99988000
711253383 Attrited Customer 48 F 2 Unknown Married Unknown Blue 38 6 2 3 4382.0 0 4382.0 0.714 2446 34 0.417 0.000 9.9527e-01 0.00472896
798457833 Existing Customer 46 F 3 Graduate Married Unknown Blue 40 5 1 3 3595.0 1087 2508.0 0.528 4534 71 0.919 0.302 9.6126e-05 0.99990000
794554683 Attrited Customer 41 F 4 Graduate Married Less than $40K Blue 26 4 2 2 3159.0 0 3159.0 0.916 2925 46 0.353 0.000 9.9169e-01 0.00831000
789996783 Existing Customer 36 F 3 Uneducated Unknown Unknown Blue 28 5 3 2 5393.0 2509 2884.0 0.679 4769 102 0.729 0.465 1.9191e-04 0.99981000
712220283 Existing Customer 37 M 2 Graduate Unknown $80K - $120K Blue 28 3 2 3 12222.0 0 12222.0 0.861 4215 63 0.537 0.000 1.9143e-04 0.99981000
751150233 Existing Customer 43 M 5 Graduate Single Less than $40K Blue 36 3 2 2 1438.3 0 1438.3 0.644 4459 65 0.477 0.000 1.1751e-04 0.99988000
715815783 Existing Customer 46 M 3 Graduate Married $60K - $80K Blue 29 3 2 2 3429.0 0 3429.0 0.637 4591 85 0.771 0.000 1.1811e-04 0.99988000
712599783 Existing Customer 39 M 3 Uneducated Single $80K - $120K Blue 36 4 2 1 12618.0 1585 11033.0 0.586 4768 82 0.864 0.126 7.3235e-05 0.99993000
719653308 Existing Customer 49 F 3 Uneducated Married Less than $40K Blue 40 5 2 2 6049.0 796 5253.0 0.821 4468 71 0.511 0.132 1.2144e-04 0.99988000
708928908 Existing Customer 39 F 1 Graduate Single Less than $40K Blue 23 4 3 3 2533.0 0 2533.0 0.998 5128 74 0.947 0.000 2.8395e-04 0.99972000
709780158 Existing Customer 52 F 1 Graduate Single Unknown Blue 35 4 4 2 2411.0 1379 1032.0 0.869 4812 79 0.717 0.572 2.0404e-04 0.99980000
768675483 Existing Customer 41 M 4 College Divorced $60K - $80K Blue 35 5 3 2 2001.0 0 2001.0 0.791 4455 82 0.640 0.000 1.8340e-04 0.99982000
714243408 Existing Customer 46 F 2 Graduate Single Unknown Blue 36 4 6 2 2042.0 1359 683.0 0.796 4917 73 0.973 0.666 1.4199e-04 0.99986000
711323283 Attrited Customer 57 M 2 Uneducated Married $60K - $80K Blue 41 3 3 2 2527.0 1030 1497.0 0.714 2767 43 0.387 0.408 9.9462e-01 0.00538000
713499408 Existing Customer 49 M 1 Unknown Married Less than $40K Blue 35 5 2 2 1438.3 0 1438.3 0.681 4109 71 0.919 0.000 1.1743e-04 0.99988000
719245983 Existing Customer 46 F 4 Post-Graduate Married Unknown Blue 38 6 3 2 13816.0 955 12861.0 0.699 4238 73 0.659 0.069 2.2196e-04 0.99978000
810789708 Existing Customer 38 F 1 Post-Graduate Single Less than $40K Blue 33 4 2 1 2256.0 0 2256.0 0.713 4587 92 0.878 0.000 7.5811e-05 0.99992000
710301858 Existing Customer 49 F 5 High School Married Unknown Silver 36 6 2 2 34516.0 2019 32497.0 0.614 3820 72 0.532 0.058 1.0322e-04 0.99990000
718611333 Existing Customer 55 M 3 Post-Graduate Married $80K - $120K Blue 36 6 1 0 6400.0 1979 4421.0 0.696 4475 91 0.685 0.309 2.4806e-05 0.99998000
787557258 Existing Customer 52 F 4 Graduate Married Unknown Blue 42 5 3 2 1816.0 0 1816.0 0.664 4957 78 0.773 0.000 1.8864e-04 0.99981000
711533058 Existing Customer 42 F 2 Doctorate Single $40K - $60K Blue 29 6 2 3 3347.0 2240 1107.0 0.898 5533 85 0.735 0.669 2.7701e-04 0.99972000
715805133 Existing Customer 52 F 1 High School Single Less than $40K Blue 43 6 2 2 2705.0 1581 1124.0 0.851 5532 81 0.841 0.584 1.0386e-04 0.99990000
708680583 Existing Customer 53 F 1 Graduate Married $40K - $60K Blue 36 4 1 2 2043.0 1590 453.0 0.618 4940 68 0.619 0.778 5.1697e-05 0.99995000
789454683 Existing Customer 45 F 3 High School Single $40K - $60K Blue 36 4 2 2 1912.0 1281 631.0 0.693 5046 79 0.717 0.670 1.1482e-04 0.99989000
711428733 Existing Customer 50 F 3 Post-Graduate Divorced $40K - $60K Blue 39 3 2 2 3028.0 1339 1689.0 0.843 4144 64 0.684 0.442 1.3897e-04 0.99986000
715842183 Existing Customer 42 F 5 High School Married Less than $40K Blue 35 5 4 3 1514.0 745 769.0 0.694 4004 69 0.683 0.492 3.6691e-04 0.99963000
815772333 Existing Customer 48 F 2 Unknown Single Less than $40K Blue 43 6 3 3 1438.3 0 1438.3 0.816 4059 89 0.816 0.000 3.3251e-04 0.99967000
778255083 Existing Customer 52 F 1 Uneducated Married Less than $40K Blue 42 5 3 3 3103.0 2517 586.0 0.881 4641 80 1.000 0.811 2.9196e-04 0.99971000
715571583 Existing Customer 57 F 2 Doctorate Divorced Less than $40K Blue 47 5 1 2 2504.0 1915 589.0 0.897 4847 86 0.654 0.765 7.9702e-05 0.99992000
720711483 Attrited Customer 56 F 1 High School Married Unknown Blue 42 5 2 3 3674.0 2517 1157.0 0.854 2608 45 0.731 0.685 9.9431e-01 0.00569000
827436483 Existing Customer 48 M 1 Graduate Married $80K - $120K Blue 44 6 1 3 2916.0 0 2916.0 0.792 4336 72 0.714 0.000 8.6952e-05 0.99991000
710715783 Existing Customer 52 F 1 Uneducated Single Less than $40K Blue 45 5 2 3 1633.0 0 1633.0 0.725 4436 75 0.667 0.000 1.8475e-04 0.99982000
758367933 Existing Customer 56 M 2 Uneducated Single $80K - $120K Blue 49 5 3 2 5466.0 0 5466.0 0.587 4435 79 0.881 0.000 1.8494e-04 0.99982000
721399833 Existing Customer 43 F 2 High School Married $40K - $60K Blue 34 3 1 3 2032.0 1008 1024.0 0.879 4736 86 0.830 0.496 9.0056e-05 0.99991000
708727983 Existing Customer 62 M 0 Uneducated Single $60K - $80K Blue 36 6 1 3 3933.0 0 3933.0 0.884 3048 54 0.688 0.000 8.1736e-05 0.99992000
802822833 Existing Customer 51 M 3 Uneducated Unknown $80K - $120K Blue 45 5 2 2 21328.0 0 21328.0 0.783 3825 76 0.949 0.000 1.2144e-04 0.99988000
713276733 Existing Customer 45 F 4 Graduate Single Less than $40K Blue 36 3 1 3 3562.0 2107 1455.0 0.394 4490 90 0.667 0.592 9.7154e-05 0.99990000
809440008 Attrited Customer 39 F 2 High School Single Unknown Blue 34 3 3 1 2069.0 550 1519.0 0.783 2716 43 0.433 0.266 9.9061e-01 0.00939000
716959833 Existing Customer 45 M 3 Graduate Single $120K + Blue 31 5 2 2 3534.0 0 3534.0 0.536 3973 66 0.784 0.000 1.1811e-04 0.99988000
714432108 Existing Customer 56 F 3 Uneducated Married $40K - $60K Blue 46 5 3 3 2402.0 1892 510.0 0.645 4610 76 0.810 0.788 3.2275e-04 0.99968000
772580958 Existing Customer 57 F 2 Uneducated Married Unknown Blue 47 3 2 2 3136.0 2138 998.0 0.699 4930 80 0.739 0.682 1.1703e-04 0.99988000
715071483 Existing Customer 60 F 1 Uneducated Divorced $40K - $60K Blue 52 4 2 3 2802.0 2517 285.0 0.664 4392 81 0.723 0.898 1.8475e-04 0.99982000
712410858 Existing Customer 50 F 4 Uneducated Married Unknown Blue 40 4 1 3 2315.0 1336 979.0 0.771 4143 65 0.667 0.577 9.9893e-05 0.99990000
715395933 Existing Customer 44 F 3 College Unknown Unknown Blue 35 5 2 2 11238.0 2336 8902.0 0.911 5302 70 0.892 0.208 1.1483e-04 0.99989000
711237633 Attrited Customer 49 M 0 Graduate Married $60K - $80K Blue 29 3 3 3 1460.0 0 1460.0 0.738 2329 36 0.500 0.000 9.9616e-01 0.00383630
781337658 Existing Customer 50 F 1 Graduate Married Less than $40K Blue 44 3 1 2 2602.0 1612 990.0 0.906 5532 85 0.735 0.620 5.1697e-05 0.99995000
718913358 Attrited Customer 36 M 2 Graduate Single Less than $40K Blue 36 3 3 3 4225.0 2517 1708.0 0.662 2659 43 0.387 0.596 9.9671e-01 0.00329379
715784808 Existing Customer 57 F 4 Post-Graduate Single $40K - $60K Blue 48 4 2 1 2576.0 1678 898.0 0.771 3913 86 0.720 0.651 8.4706e-05 0.99992000
718452633 Attrited Customer 35 F 4 Graduate Married Unknown Blue 36 4 3 3 1931.0 0 1931.0 0.695 2569 46 0.394 0.000 9.9686e-01 0.00314112
769883733 Attrited Customer 46 M 3 Post-Graduate Single $40K - $60K Blue 40 3 4 2 2344.0 0 2344.0 0.412 2098 31 0.409 0.000 9.9625e-01 0.00375265
709375158 Existing Customer 29 F 1 Unknown Unknown Unknown Blue 36 6 3 2 7270.0 1835 5435.0 0.860 3759 69 0.917 0.252 1.8558e-04 0.99981000
801977733 Existing Customer 40 F 2 High School Single Less than $40K Blue 34 4 2 2 2395.0 1437 958.0 0.787 4481 82 0.822 0.600 1.1065e-04 0.99989000
709175208 Existing Customer 50 F 4 Uneducated Single Less than $40K Blue 43 4 3 2 2835.0 2292 543.0 0.732 4686 79 0.756 0.808 1.9396e-04 0.99981000
788990508 Existing Customer 62 F 0 Unknown Single $40K - $60K Blue 49 4 1 1 1540.0 796 744.0 0.805 3714 56 0.697 0.517 3.1329e-05 0.99997000
720835308 Existing Customer 49 F 2 Uneducated Married Unknown Blue 34 6 1 3 3017.0 0 3017.0 0.702 4389 72 0.636 0.000 9.5249e-05 0.99990000
717365958 Existing Customer 50 F 1 Graduate Married Less than $40K Blue 36 4 2 3 1438.3 0 1438.3 0.851 4765 71 1.088 0.000 1.7969e-04 0.99982000
779577108 Existing Customer 49 F 1 Doctorate Single $40K - $60K Blue 32 3 3 2 1438.3 0 1438.3 0.718 4052 65 0.757 0.000 2.4431e-04 0.99976000
801497508 Existing Customer 56 F 1 Graduate Married Less than $40K Blue 50 4 3 2 1584.0 1311 273.0 0.867 4203 73 0.780 0.828 1.6883e-04 0.99983000
716131083 Existing Customer 47 M 2 Graduate Single $40K - $60K Blue 35 6 1 3 2676.0 2157 519.0 0.901 4640 69 0.605 0.806 9.2637e-05 0.99991000
784734258 Existing Customer 56 F 2 Unknown Divorced $40K - $60K Blue 50 5 2 2 5084.0 1683 3401.0 0.923 4060 55 0.774 0.331 1.2511e-04 0.99987000
711122958 Attrited Customer 41 F 3 Graduate Single Less than $40K Blue 33 5 3 3 1764.0 0 1764.0 0.552 2105 57 0.839 0.000 9.9683e-01 0.00317458
779508333 Existing Customer 63 M 0 Unknown Unknown $60K - $80K Blue 46 6 2 2 23925.0 1494 22431.0 0.704 3677 55 0.719 0.062 1.0736e-04 0.99989000
717699408 Existing Customer 51 F 3 Graduate Married Unknown Blue 36 3 3 3 2886.0 2517 369.0 0.841 4884 89 0.618 0.872 3.1390e-04 0.99969000
720210483 Existing Customer 43 F 3 High School Unknown Unknown Blue 28 6 2 3 6720.0 2143 4577.0 0.814 5049 85 0.735 0.319 1.9311e-04 0.99981000
709329558 Existing Customer 49 F 4 High School Single Less than $40K Gold 34 4 3 2 15569.0 1554 14015.0 0.436 4566 73 0.780 0.100 2.1128e-04 0.99979000
721222833 Existing Customer 51 F 3 Graduate Married $40K - $60K Blue 36 3 3 3 1565.0 944 621.0 0.872 4798 73 1.147 0.603 3.1390e-04 0.99969000
712682583 Existing Customer 44 M 5 High School Single $60K - $80K Blue 35 3 2 2 5947.0 995 4952.0 0.724 4984 90 0.765 0.167 1.1423e-04 0.99989000
710051658 Existing Customer 46 M 3 Graduate Married $60K - $80K Blue 37 6 3 3 18821.0 774 18047.0 0.586 4402 75 0.562 0.041 3.1390e-04 0.99969000
708606633 Attrited Customer 56 F 3 Graduate Married $40K - $60K Blue 44 6 3 4 1544.0 0 1544.0 0.315 1902 35 0.400 0.000 9.9814e-01 0.00186317
710862258 Existing Customer 41 F 2 Uneducated Married Less than $40K Blue 36 3 2 2 1755.0 0 1755.0 0.770 4786 73 0.553 0.000 1.1703e-04 0.99988000
720072933 Existing Customer 49 F 4 Graduate Married Less than $40K Blue 36 3 3 3 1438.3 666 772.3 0.675 4759 90 0.667 0.463 3.1726e-04 0.99968000
757527033 Existing Customer 53 F 2 College Single Less than $40K Blue 46 3 5 2 2153.0 0 2153.0 0.766 4628 69 0.971 0.000 1.9532e-04 0.99980000
713115483 Attrited Customer 44 F 3 Uneducated Married Less than $40K Blue 36 6 3 3 1684.0 0 1684.0 0.557 2275 45 0.607 0.000 9.9691e-01 0.00308778
816078708 Existing Customer 45 M 3 Unknown Single $40K - $60K Blue 40 3 4 3 5662.0 1952 3710.0 0.519 4014 61 0.525 0.345 4.1696e-04 0.99958000
713985183 Existing Customer 46 F 5 Graduate Single Less than $40K Blue 38 4 5 2 2799.0 2412 387.0 0.877 4634 91 0.750 0.862 2.0741e-04 0.99979000
789601308 Existing Customer 58 M 3 Unknown Married $120K + Blue 52 4 5 3 12398.0 0 12398.0 0.785 4228 93 0.788 0.000 3.8536e-04 0.99961000
720133908 Existing Customer 41 M 2 Post-Graduate Single $40K - $60K Blue 27 4 1 3 4461.0 900 3561.0 0.587 4204 77 0.791 0.202 1.0900e-04 0.99989000
803197833 Existing Customer 49 F 1 Post-Graduate Divorced $40K - $60K Blue 44 6 5 2 2597.0 1871 726.0 0.899 3637 69 0.725 0.720 2.2189e-04 0.99978000
812222208 Existing Customer 54 F 3 Uneducated Single Unknown Blue 49 6 4 3 9733.0 863 8870.0 0.892 5228 71 0.543 0.089 3.9004e-04 0.99961000
757634583 Existing Customer 52 F 2 Graduate Married Less than $40K Blue 45 4 3 1 2261.0 1127 1134.0 0.814 4456 68 0.789 0.498 1.0848e-04 0.99989000
719362458 Existing Customer 47 F 3 High School Married Less than $40K Blue 36 5 3 3 2822.0 0 2822.0 0.681 5064 74 0.850 0.000 3.0516e-04 0.99969000
789331908 Existing Customer 40 F 3 High School Unknown Less than $40K Blue 30 5 2 2 8793.0 918 7875.0 0.471 5342 64 0.684 0.104 1.1482e-04 0.99989000
715616358 Existing Customer 53 F 0 Graduate Married Unknown Blue 36 5 4 3 5843.0 1162 4681.0 0.765 4405 67 0.811 0.199 3.1372e-04 0.99969000
711784908 Existing Customer 46 F 4 High School Single Less than $40K Blue 34 5 5 2 3322.0 2517 805.0 0.789 3913 86 0.911 0.758 2.0483e-04 0.99980000
806900508 Existing Customer 53 F 1 High School Married Less than $40K Blue 48 5 3 3 2036.0 1716 320.0 0.690 4161 75 0.744 0.843 2.7604e-04 0.99972000
710098233 Existing Customer 28 F 0 Unknown Single Less than $40K Blue 13 3 2 2 2387.0 0 2387.0 0.639 4513 66 0.650 0.000 1.0736e-04 0.99989000
713508333 Existing Customer 43 F 4 College Unknown Less than $40K Blue 33 5 4 3 1884.0 1216 668.0 0.945 4591 85 0.735 0.645 3.7275e-04 0.99963000
712176708 Existing Customer 51 F 3 Uneducated Single Less than $40K Blue 36 5 3 3 3747.0 2268 1479.0 0.709 4609 87 0.740 0.605 3.2275e-04 0.99968000
719724933 Existing Customer 58 F 1 Uneducated Married Less than $40K Blue 51 5 4 2 2220.0 1240 980.0 0.906 4396 78 0.950 0.559 2.0979e-04 0.99979000
716537433 Existing Customer 50 F 2 College Married $40K - $60K Blue 36 5 4 1 2428.0 2005 423.0 0.835 5170 68 0.659 0.826 1.2746e-04 0.99987000
713186058 Attrited Customer 42 F 3 Unknown Married $40K - $60K Blue 36 4 2 3 1438.3 0 1438.3 0.580 2191 51 0.457 0.000 9.9544e-01 0.00455805
787558683 Existing Customer 45 F 4 Post-Graduate Single $40K - $60K Blue 35 3 5 2 1850.0 621 1229.0 0.682 4234 74 0.682 0.336 2.4791e-04 0.99975000
718002633 Existing Customer 48 F 2 Graduate Married $40K - $60K Silver 41 6 3 1 16002.0 2076 13926.0 0.293 3667 52 1.167 0.130 9.8015e-05 0.99990000
789241308 Attrited Customer 54 F 2 Unknown Unknown Less than $40K Blue 39 4 3 3 1438.3 0 1438.3 0.720 2145 41 0.519 0.000 9.9700e-01 0.00299743
713941158 Existing Customer 47 F 1 High School Unknown Less than $40K Blue 36 6 5 1 5222.0 2517 2705.0 0.569 4433 81 0.588 0.482 1.1056e-04 0.99989000
808950108 Existing Customer 39 F 2 Graduate Married Less than $40K Blue 34 4 5 2 1438.3 859 579.3 0.808 4409 72 0.674 0.597 2.0090e-04 0.99980000
719050458 Existing Customer 62 F 0 Unknown Single Less than $40K Blue 56 6 3 3 2582.0 1528 1054.0 0.771 4041 67 0.457 0.592 2.8535e-04 0.99971000
718021608 Existing Customer 45 F 3 Graduate Married $40K - $60K Blue 34 4 5 2 1533.0 728 805.0 0.906 4659 83 0.766 0.475 2.0847e-04 0.99979000
788870283 Existing Customer 56 F 3 Graduate Married Less than $40K Blue 41 5 4 1 1438.3 0 1438.3 0.796 3778 72 1.118 0.000 1.3603e-04 0.99986000
778272408 Attrited Customer 52 M 1 Unknown Divorced $80K - $120K Blue 42 4 4 2 5763.0 0 5763.0 0.615 2310 48 0.714 0.000 9.9556e-01 0.00443803
720079758 Existing Customer 46 F 3 Uneducated Single Unknown Blue 42 6 4 2 1910.0 1431 479.0 0.851 5253 82 0.745 0.749 2.3192e-04 0.99977000
787457883 Existing Customer 51 F 0 Unknown Married Less than $40K Blue 37 4 3 2 1515.0 996 519.0 0.558 4324 89 0.854 0.657 1.6966e-04 0.99983000
719884983 Existing Customer 52 M 2 Graduate Single $40K - $60K Blue 44 3 4 2 1538.0 666 872.0 0.642 4808 64 0.684 0.433 2.1738e-04 0.99978000
822056583 Existing Customer 44 F 4 Graduate Single $40K - $60K Blue 40 6 5 3 1572.0 874 698.0 0.947 4996 80 0.739 0.556 3.5434e-04 0.99965000
714585033 Existing Customer 41 F 4 Uneducated Married Less than $40K Blue 36 3 5 1 1438.3 1055 383.3 0.809 4532 78 0.472 0.734 1.3065e-04 0.99987000
713981283 Existing Customer 52 F 3 Graduate Married Less than $40K Blue 46 6 5 3 2814.0 2162 652.0 0.588 4271 88 0.833 0.768 3.5060e-04 0.99965000
715328658 Attrited Customer 41 F 5 Post-Graduate Married Less than $40K Blue 36 5 3 3 1495.0 0 1495.0 0.686 2622 70 0.628 0.000 9.9729e-01 0.00271291
708918558 Attrited Customer 37 F 2 Graduate Married $40K - $60K Blue 36 5 3 2 1959.0 662 1297.0 0.888 3046 52 0.793 0.338 9.9447e-01 0.00553000
748194633 Existing Customer 60 F 1 Graduate Divorced Less than $40K Blue 53 5 5 3 2903.0 1251 1652.0 0.879 4555 76 0.727 0.431 3.1714e-04 0.99968000
719323683 Existing Customer 47 F 3 Uneducated Single $40K - $60K Blue 35 6 5 2 4543.0 1028 3515.0 0.799 4093 77 0.571 0.226 2.1435e-04 0.99979000
708611733 Existing Customer 42 F 1 College Married Unknown Blue 33 4 4 3 3119.0 1328 1791.0 0.967 4659 82 0.673 0.426 3.3362e-04 0.99967000
771219033 Existing Customer 42 M 1 Uneducated Unknown $80K - $120K Blue 29 4 3 3 17506.0 1979 15527.0 0.447 4199 73 0.659 0.113 2.9196e-04 0.99971000
721480158 Attrited Customer 50 F 2 Unknown Married Less than $40K Blue 43 3 3 2 1438.3 910 528.3 0.660 2370 44 0.467 0.633 9.9497e-01 0.00503000
708086958 Existing Customer 49 F 2 Uneducated Married Unknown Blue 41 3 5 2 3128.0 749 2379.0 0.598 4369 59 0.735 0.239 2.0656e-04 0.99979000
709100283 Attrited Customer 36 F 2 High School Single Unknown Blue 26 3 2 2 5956.0 2517 3439.0 0.877 2828 46 0.484 0.423 9.9104e-01 0.00896000
719350908 Existing Customer 43 M 4 Unknown Unknown Less than $40K Blue 35 3 3 2 4177.0 2094 2083.0 0.466 3553 66 0.650 0.501 2.0735e-04 0.99979000
714124983 Existing Customer 57 M 2 Unknown Single $80K - $120K Blue 48 6 4 3 13457.0 1044 12413.0 0.722 3303 66 0.737 0.078 4.0183e-04 0.99960000
718031508 Existing Customer 45 M 4 College Divorced $80K - $120K Blue 37 6 5 1 1535.0 0 1535.0 0.770 5168 76 0.810 0.000 1.2354e-04 0.99988000
709732608 Existing Customer 41 F 3 Graduate Married Less than $40K Blue 36 4 3 3 3203.0 2366 837.0 0.665 4282 82 0.783 0.739 3.1390e-04 0.99969000
713466033 Attrited Customer 39 F 2 Graduate Divorced Less than $40K Blue 36 5 2 3 2092.0 0 2092.0 0.422 2015 33 0.269 0.000 9.9480e-01 0.00520000
716369208 Existing Customer 44 F 3 Graduate Married Less than $40K Blue 36 6 5 3 2420.0 1223 1197.0 0.718 4954 82 0.783 0.505 3.5060e-04 0.99965000
781143933 Existing Customer 43 F 3 High School Single Less than $40K Blue 36 5 3 3 2313.0 1325 988.0 0.723 5006 76 0.810 0.573 3.0516e-04 0.99969000
711337158 Existing Customer 56 M 2 Graduate Married $40K - $60K Blue 49 3 5 3 3059.0 2387 672.0 0.808 4774 81 0.761 0.780 3.3787e-04 0.99966000
714724908 Existing Customer 41 F 1 Uneducated Married $40K - $60K Blue 36 3 4 1 2235.0 1688 547.0 0.631 4633 79 0.795 0.755 1.2652e-04 0.99987000
719973033 Existing Customer 49 F 1 Unknown Married Less than $40K Blue 37 5 5 2 3208.0 0 3208.0 0.923 4531 86 0.830 0.000 2.0728e-04 0.99979000
714196008 Existing Customer 43 M 2 Graduate Unknown $60K - $80K Blue 25 5 3 1 7534.0 0 7534.0 0.587 4685 79 0.975 0.000 1.0848e-04 0.99989000
780272208 Existing Customer 39 F 1 Graduate Unknown Less than $40K Blue 25 4 2 3 2006.0 1197 809.0 0.877 4139 69 0.769 0.597 1.7969e-04 0.99982000
717849708 Existing Customer 46 M 4 Unknown Divorced $60K - $80K Blue 32 5 3 3 1438.3 738 700.3 0.709 4368 87 0.740 0.513 3.4872e-04 0.99965000
712437108 Existing Customer 49 M 3 Unknown Married $80K - $120K Blue 42 3 3 1 14044.0 0 14044.0 0.715 4889 89 0.854 0.000 1.2373e-04 0.99988000
767802483 Existing Customer 44 M 4 College Single $60K - $80K Blue 38 6 3 3 5005.0 969 4036.0 0.727 5066 71 0.821 0.194 3.0845e-04 0.99969000
709064208 Attrited Customer 43 F 2 Uneducated Single Less than $40K Blue 32 4 3 6 1628.0 275 1353.0 0.690 2219 49 0.531 0.169 9.9938e-01 0.00061980
714343608 Existing Customer 56 F 0 Unknown Single Less than $40K Blue 36 5 4 2 3033.0 0 3033.0 0.890 4921 90 0.698 0.000 2.0504e-04 0.99979000
709668408 Existing Customer 56 F 1 Graduate Unknown $40K - $60K Blue 36 5 4 1 5204.0 0 5204.0 1.008 5285 82 0.864 0.000 1.2305e-04 0.99988000
712753758 Existing Customer 57 F 1 High School Single Less than $40K Blue 41 4 4 3 2442.0 1699 743.0 0.639 4313 75 0.562 0.696 3.3359e-04 0.99967000
807722658 Existing Customer 51 F 2 Graduate Single Less than $40K Blue 46 3 3 3 2429.0 1250 1179.0 0.983 4761 99 0.707 0.515 3.0251e-04 0.99970000
826808208 Existing Customer 60 F 0 High School Single $40K - $60K Blue 56 3 5 2 2213.0 829 1384.0 0.639 4210 84 0.714 0.375 1.6760e-04 0.99983000
757224108 Existing Customer 43 F 4 Graduate Married Less than $40K Blue 32 6 3 1 2624.0 1117 1507.0 0.826 3929 67 0.595 0.426 1.1377e-04 0.99989000
816091608 Existing Customer 37 F 1 College Single $40K - $60K Blue 32 4 2 3 1976.0 0 1976.0 0.812 4424 73 0.659 0.000 1.7470e-04 0.99983000
819684183 Existing Customer 46 F 3 Graduate Single $40K - $60K Blue 41 4 5 3 3492.0 1546 1946.0 1.135 3043 53 1.038 0.443 3.5060e-04 0.99965000
719630358 Attrited Customer 50 F 4 High School Married Less than $40K Blue 36 1 3 2 3546.0 0 3546.0 0.791 2616 47 0.469 0.000 9.9458e-01 0.00542000
712399308 Attrited Customer 38 F 3 High School Unknown Less than $40K Blue 36 5 3 3 2989.0 2387 602.0 0.437 2143 67 0.558 0.799 9.9673e-01 0.00326528
721282908 Existing Customer 44 F 4 Graduate Married $40K - $60K Blue 29 3 1 2 1438.3 0 1438.3 0.742 3971 60 0.667 0.000 5.7762e-05 0.99994000
820848408 Existing Customer 52 F 4 Uneducated Divorced Unknown Blue 48 5 5 2 1438.3 771 667.3 0.652 5053 74 0.947 0.536 2.1664e-04 0.99978000
710888883 Existing Customer 37 F 3 High School Unknown Less than $40K Blue 36 6 4 2 1438.3 636 802.3 0.838 4824 83 0.766 0.442 2.1928e-04 0.99978000
711338058 Existing Customer 45 F 1 Unknown Married Less than $40K Blue 33 6 3 2 1438.3 1201 237.3 0.749 4851 86 0.720 0.835 1.8558e-04 0.99981000
721317333 Existing Customer 40 F 4 Post-Graduate Single $40K - $60K Blue 31 4 2 1 2383.0 1828 555.0 0.814 4759 75 0.744 0.767 8.4706e-05 0.99992000
711350133 Existing Customer 51 M 2 Graduate Married $80K - $120K Blue 34 5 4 1 13587.0 2374 11213.0 0.789 4995 88 0.692 0.175 1.3110e-04 0.99987000
803606958 Existing Customer 57 F 3 Graduate Single Less than $40K Blue 52 5 5 0 3085.0 0 3085.0 0.719 3946 73 0.825 0.000 7.6904e-05 0.99992000
721039308 Existing Customer 40 M 4 Uneducated Single $80K - $120K Blue 36 4 3 2 32431.0 850 31581.0 0.926 4400 71 1.088 0.026 1.9396e-04 0.99981000
713440833 Existing Customer 61 F 0 Graduate Single Less than $40K Blue 36 5 3 3 2207.0 2020 187.0 0.693 4348 84 0.647 0.915 2.5960e-04 0.99974000
780814158 Existing Customer 57 F 3 High School Unknown Less than $40K Blue 39 6 4 2 2781.0 992 1789.0 0.701 4577 81 0.929 0.357 2.1928e-04 0.99978000
717255333 Attrited Customer 40 M 3 Graduate Single $80K - $120K Blue 36 1 2 2 6921.0 0 6921.0 0.824 2729 44 0.467 0.000 9.9161e-01 0.00839000
714368883 Existing Customer 50 F 3 Graduate Single Less than $40K Blue 36 6 5 2 7596.0 1156 6440.0 0.611 4338 73 0.738 0.152 2.0847e-04 0.99979000
788797983 Existing Customer 42 F 3 Uneducated Married Unknown Blue 24 5 1 3 4568.0 2025 2543.0 0.849 4869 85 0.848 0.443 9.8837e-05 0.99990000
720642633 Existing Customer 43 F 4 Graduate Single $40K - $60K Blue 24 6 1 1 6475.0 1686 4789.0 0.699 3837 65 0.667 0.260 3.4833e-05 0.99997000
708793008 Attrited Customer 46 M 3 Doctorate Divorced $80K - $120K Blue 35 5 3 3 9949.0 0 9949.0 0.574 2207 40 0.481 0.000 9.9780e-01 0.00219584
819351258 Existing Customer 42 F 3 College Married Less than $40K Blue 37 5 4 2 2238.0 1693 545.0 0.714 5339 86 0.458 0.756 2.1930e-04 0.99978000
715212108 Existing Customer 41 F 2 College Married Less than $40K Blue 36 5 5 1 1438.3 0 1438.3 0.686 4565 84 0.714 0.000 1.1779e-04 0.99988000
720046458 Existing Customer 50 F 0 High School Single Less than $40K Blue 43 6 4 2 2670.0 1944 726.0 0.628 4491 65 0.667 0.728 1.8134e-04 0.99982000
779942808 Existing Customer 42 F 3 Graduate Single Less than $40K Blue 28 6 2 1 1438.3 0 1438.3 0.460 4482 74 0.644 0.000 7.1226e-05 0.99993000
713709258 Existing Customer 43 M 3 Post-Graduate Single $40K - $60K Blue 32 3 3 2 2142.0 1369 773.0 0.666 4424 88 0.660 0.639 2.1962e-04 0.99978000
779961408 Existing Customer 58 F 1 Uneducated Single Less than $40K Blue 43 4 4 2 3382.0 1446 1936.0 0.705 4854 74 0.682 0.428 2.0979e-04 0.99979000
798699033 Existing Customer 52 F 2 Graduate Single Unknown Blue 46 3 3 3 8961.0 1382 7579.0 0.797 4408 80 0.778 0.154 3.0251e-04 0.99970000
754968033 Existing Customer 40 F 4 High School Married Less than $40K Blue 33 4 5 3 1762.0 1224 538.0 0.815 4899 87 0.812 0.695 3.4447e-04 0.99966000
710163633 Existing Customer 41 F 4 Graduate Divorced $40K - $60K Blue 36 3 3 2 1919.0 867 1052.0 0.741 4996 92 0.704 0.452 1.8864e-04 0.99981000
781675983 Existing Customer 59 F 0 Graduate Married Less than $40K Blue 53 4 5 1 3054.0 2517 537.0 1.061 4706 84 0.647 0.824 1.0397e-04 0.99990000
720418383 Existing Customer 45 F 3 Unknown Single Unknown Blue 27 4 1 2 1877.0 0 1877.0 0.752 4854 80 0.818 0.000 6.2820e-05 0.99994000
778486008 Existing Customer 52 F 3 High School Married Less than $40K Blue 40 4 4 1 4223.0 2235 1988.0 0.863 3669 62 1.138 0.529 1.3224e-04 0.99987000
718303683 Attrited Customer 36 F 2 Graduate Married Less than $40K Blue 23 4 2 2 1666.0 813 853.0 0.813 2622 60 0.818 0.488 9.9129e-01 0.00871000
716756133 Existing Customer 43 F 2 Graduate Divorced Less than $40K Blue 33 4 3 2 2422.0 1237 1185.0 0.925 5079 80 0.818 0.511 1.7987e-04 0.99982000
711363258 Existing Customer 49 F 1 Post-Graduate Married Unknown Blue 39 6 3 1 4821.0 0 4821.0 0.746 4680 77 0.974 0.000 1.1981e-04 0.99988000
708551508 Existing Customer 51 F 2 College Single Less than $40K Blue 37 4 4 2 3264.0 2508 756.0 0.887 4966 78 0.814 0.768 2.1134e-04 0.99979000
715019883 Existing Customer 52 M 3 College Married $60K - $80K Blue 42 5 3 1 4565.0 1258 3307.0 0.764 4139 67 0.914 0.276 1.0944e-04 0.99989000
711125358 Existing Customer 45 F 3 Graduate Single $40K - $60K Blue 39 4 4 0 1765.0 1694 71.0 0.760 4803 72 0.532 0.960 8.3212e-05 0.99992000
708453408 Existing Customer 40 M 4 College Divorced $80K - $120K Blue 31 6 2 3 16050.0 0 16050.0 0.770 3721 62 0.512 0.000 1.9519e-04 0.99980000
716370258 Existing Customer 49 F 3 Graduate Single Less than $40K Blue 36 5 3 3 2188.0 1067 1121.0 0.618 4537 66 0.435 0.488 3.1390e-04 0.99969000
803880108 Existing Customer 47 F 3 High School Single $40K - $60K Blue 41 6 5 3 1721.0 1355 366.0 0.926 4474 58 1.320 0.787 3.4083e-04 0.99966000
708660408 Attrited Customer 40 F 1 College Married $40K - $60K Blue 36 4 2 4 1737.0 1689 48.0 0.644 2459 43 0.536 0.972 9.9666e-01 0.00334333
709822008 Existing Customer 42 F 3 Unknown Divorced Unknown Blue 31 5 3 2 2369.0 1019 1350.0 0.691 4317 66 0.784 0.430 2.0516e-04 0.99979000
716411358 Existing Customer 43 F 3 Uneducated Single Less than $40K Blue 36 5 5 3 2652.0 0 2652.0 0.665 4676 78 0.773 0.000 3.6048e-04 0.99964000
717524433 Existing Customer 52 F 2 College Married $40K - $60K Blue 40 5 3 1 1438.3 0 1438.3 0.825 4700 92 0.704 0.000 1.0546e-04 0.99989000
721011858 Existing Customer 63 M 1 Graduate Unknown Less than $40K Blue 52 6 3 3 1438.3 0 1438.3 0.854 3913 78 0.500 0.000 2.8395e-04 0.99972000
719734533 Existing Customer 40 F 4 Graduate Married Less than $40K Blue 28 6 2 2 1438.3 689 749.3 0.823 4921 65 0.806 0.479 1.1937e-04 0.99988000
712285908 Existing Customer 60 F 1 High School Single Less than $40K Blue 49 5 4 1 2481.0 1925 556.0 0.723 5228 73 0.780 0.776 1.1962e-04 0.99988000
713675658 Existing Customer 36 F 1 High School Single Unknown Blue 22 6 3 2 9817.0 848 8969.0 0.793 4636 85 0.848 0.086 1.6413e-04 0.99984000
712869783 Existing Customer 56 F 3 Graduate Single Less than $40K Blue 36 5 5 2 4255.0 0 4255.0 0.948 4606 79 0.795 0.000 2.0847e-04 0.99979000
708545058 Existing Customer 45 F 2 Graduate Single $40K - $60K Blue 36 5 4 3 1438.3 986 452.3 0.649 5136 81 0.800 0.686 3.6558e-04 0.99963000
817240833 Existing Customer 51 F 2 Graduate Single Less than $40K Blue 36 4 3 1 4970.0 1591 3379.0 0.738 5023 78 0.733 0.320 1.0848e-04 0.99989000
711671058 Attrited Customer 48 F 1 Uneducated Married Unknown Blue 38 5 2 2 1438.3 0 1438.3 0.574 2171 38 0.462 0.000 9.9098e-01 0.00902000
719815383 Existing Customer 49 F 4 Doctorate Married Unknown Blue 39 4 4 1 2333.0 1414 919.0 0.632 5137 89 0.679 0.606 1.9895e-04 0.99980000
808747233 Attrited Customer 50 M 2 Doctorate Married $120K + Silver 45 6 3 3 34516.0 0 34516.0 0.771 2573 55 0.719 0.000 9.9748e-01 0.00252095
713084208 Attrited Customer 43 M 4 College Married $40K - $60K Blue 32 6 3 3 4373.0 0 4373.0 0.623 2397 46 0.484 0.000 9.9677e-01 0.00323056
806652483 Existing Customer 41 F 2 High School Single $40K - $60K Blue 36 4 5 3 1561.0 1169 392.0 0.573 4391 67 0.595 0.749 3.2846e-04 0.99967000
709803258 Attrited Customer 48 M 2 Unknown Married $80K - $120K Blue 28 5 2 3 12073.0 0 12073.0 0.541 2400 52 0.793 0.000 9.9527e-01 0.00472896
717765183 Existing Customer 55 F 1 Unknown Single Unknown Blue 42 4 5 3 1438.3 0 1438.3 0.740 4956 72 0.714 0.000 3.4859e-04 0.99965000
779041983 Existing Customer 41 M 5 High School Single $40K - $60K Blue 22 6 2 2 1438.3 0 1438.3 0.560 4439 81 1.025 0.000 1.1423e-04 0.99989000
709868433 Existing Customer 43 F 4 Unknown Single Less than $40K Blue 33 3 3 1 2525.0 2217 308.0 0.763 4409 69 0.568 0.878 1.2505e-04 0.99987000
818699208 Attrited Customer 47 F 4 Post-Graduate Married Unknown Blue 42 4 4 4 6451.0 0 6451.0 0.706 2400 43 0.433 0.000 9.9870e-01 0.00129704
717395733 Existing Customer 42 F 3 Doctorate Married $40K - $60K Blue 36 4 4 3 4142.0 688 3454.0 0.717 4512 81 0.976 0.166 5.4888e-04 0.99945000
719516208 Attrited Customer 54 M 2 College Single $120K + Blue 36 3 2 3 34516.0 0 34516.0 0.628 2329 47 0.516 0.000 9.9466e-01 0.00534000
717026658 Attrited Customer 43 F 3 Uneducated Married Less than $40K Blue 32 6 3 3 1897.0 0 1897.0 0.645 2866 47 0.469 0.000 9.9691e-01 0.00308778
801516183 Existing Customer 52 F 4 Graduate Single Less than $40K Blue 46 3 3 3 3231.0 2215 1016.0 0.515 4610 90 0.607 0.686 3.1726e-04 0.99968000
716231133 Existing Customer 40 F 4 Graduate Married Less than $40K Blue 36 5 5 1 1577.0 1286 291.0 0.571 3453 52 1.080 0.815 1.2707e-04 0.99987000
779625858 Existing Customer 37 F 2 Unknown Single Less than $40K Blue 27 6 1 3 3061.0 2517 544.0 0.809 5032 89 0.618 0.822 1.0183e-04 0.99990000
709575858 Existing Customer 53 M 4 Graduate Single $40K - $60K Blue 36 4 5 3 2300.0 0 2300.0 0.655 4527 79 0.756 0.000 3.5434e-04 0.99965000
720927183 Existing Customer 56 F 4 Graduate Married Less than $40K Blue 36 3 5 2 2796.0 0 2796.0 0.884 4536 81 0.723 0.000 2.1070e-04 0.99979000
772198983 Existing Customer 53 F 2 Graduate Married $40K - $60K Blue 42 3 5 1 3024.0 1649 1375.0 0.587 4463 89 0.679 0.545 1.2116e-04 0.99988000
721122258 Existing Customer 38 F 3 Uneducated Married $40K - $60K Blue 36 5 5 3 5293.0 1030 4263.0 0.863 4377 62 0.879 0.195 3.6048e-04 0.99964000
758875908 Existing Customer 40 F 4 Unknown Single Less than $40K Blue 33 4 4 3 1964.0 1811 153.0 0.690 4699 81 0.841 0.922 4.2141e-04 0.99958000
716501133 Existing Customer 36 F 2 Graduate Single Less than $40K Blue 36 6 4 0 2051.0 1154 897.0 0.605 3912 79 0.717 0.563 8.0191e-05 0.99992000
719250783 Existing Customer 41 F 1 High School Single Less than $40K Blue 31 4 2 1 1998.0 0 1998.0 0.717 4637 68 0.889 0.000 6.2633e-05 0.99994000
789179583 Existing Customer 28 F 1 College Divorced Unknown Blue 17 5 3 2 11881.0 1488 10393.0 0.587 4865 87 0.891 0.125 1.6415e-04 0.99984000
708254733 Existing Customer 41 F 4 Post-Graduate Single Less than $40K Blue 36 5 4 1 2968.0 1873 1095.0 1.110 5171 85 0.889 0.631 1.6178e-04 0.99984000
719758758 Existing Customer 42 F 3 Graduate Married Less than $40K Blue 23 4 2 3 2797.0 1943 854.0 0.899 4917 66 0.784 0.695 1.9864e-04 0.99980000
805458933 Existing Customer 39 F 2 Graduate Single $40K - $60K Blue 34 6 4 2 13984.0 632 13352.0 0.702 4727 83 0.660 0.045 2.1738e-04 0.99978000
720408708 Existing Customer 49 F 2 Uneducated Married Less than $40K Blue 36 3 4 1 2505.0 0 2505.0 0.620 4109 61 0.743 0.000 1.3479e-04 0.99987000
788911458 Existing Customer 40 F 4 College Married Less than $40K Blue 26 3 1 1 2972.0 0 2972.0 0.593 3840 69 0.769 0.000 3.3866e-05 0.99997000
771862308 Existing Customer 50 M 1 College Single $80K - $120K Blue 39 4 3 2 5856.0 2007 3849.0 0.727 4916 87 0.642 0.343 1.6415e-04 0.99984000
714616308 Existing Customer 44 F 4 Uneducated Divorced Less than $40K Blue 38 6 4 1 7182.0 1774 5408.0 0.583 4294 67 0.718 0.247 1.4137e-04 0.99986000
721221783 Existing Customer 62 M 2 Graduate Single Less than $40K Blue 48 6 3 2 5844.0 2013 3831.0 0.478 3546 65 0.548 0.344 1.7987e-04 0.99982000
766021083 Attrited Customer 55 F 1 College Single Less than $40K Blue 48 3 5 3 2114.0 546 1568.0 0.619 2578 42 0.750 0.258 9.9677e-01 0.00323171
771918033 Existing Customer 54 M 4 Graduate Single $80K - $120K Blue 43 3 4 3 8208.0 1256 6952.0 0.814 4824 83 0.627 0.153 3.8340e-04 0.99962000
719756133 Attrited Customer 34 M 4 Uneducated Single $60K - $80K Blue 20 3 2 6 3940.0 1384 2556.0 0.908 3257 53 0.767 0.351 9.9907e-01 0.00093370
711777633 Existing Customer 41 M 3 Graduate Divorced $60K - $80K Blue 27 5 2 2 5784.0 0 5784.0 0.851 4173 80 0.860 0.000 1.1811e-04 0.99988000
713261133 Attrited Customer 38 M 4 Graduate Unknown $60K - $80K Blue 22 5 2 3 8632.0 0 8632.0 0.395 2221 40 0.739 0.000 9.9504e-01 0.00495524
788519958 Existing Customer 57 F 2 Graduate Single Less than $40K Blue 50 6 5 2 1438.3 876 562.3 0.693 4815 62 0.676 0.609 2.0090e-04 0.99980000
768412608 Existing Customer 39 F 1 Graduate Single $40K - $60K Blue 33 6 3 2 2255.0 1258 997.0 0.960 4309 79 0.837 0.558 1.6883e-04 0.99983000
709972908 Existing Customer 38 F 2 Graduate Single Less than $40K Blue 25 5 1 2 9874.0 1059 8815.0 0.664 4369 70 0.707 0.107 5.5077e-05 0.99994000
713029683 Existing Customer 64 M 0 Graduate Single Less than $40K Blue 36 5 4 1 1873.0 468 1405.0 1.154 4738 82 0.608 0.250 1.1250e-04 0.99989000
768243858 Attrited Customer 54 M 3 High School Married $80K - $120K Blue 48 3 4 3 3288.0 2517 771.0 0.840 2717 46 0.438 0.766 9.9730e-01 0.00270332
711685758 Existing Customer 60 F 1 Graduate Single $40K - $60K Blue 42 3 2 1 3334.0 1151 2183.0 0.752 4791 101 0.629 0.345 6.4428e-05 0.99994000
714528258 Existing Customer 46 M 2 Graduate Divorced $60K - $80K Blue 39 3 1 1 3299.0 870 2429.0 0.630 4904 75 0.829 0.264 3.3214e-05 0.99997000
818930808 Existing Customer 36 F 2 Uneducated Married Less than $40K Blue 31 3 2 1 2754.0 1798 956.0 0.769 3937 70 0.628 0.653 7.0576e-05 0.99993000
713310558 Existing Customer 47 F 2 Graduate Married $40K - $60K Blue 28 5 2 2 2035.0 1620 415.0 0.838 4130 74 0.721 0.796 1.1382e-04 0.99989000
719995008 Existing Customer 44 F 4 Graduate Married Unknown Blue 36 6 2 2 3979.0 780 3199.0 0.873 5024 69 0.769 0.196 1.1937e-04 0.99988000
811713408 Existing Customer 58 F 2 High School Married $40K - $60K Blue 53 4 2 3 2642.0 1249 1393.0 0.682 4897 81 0.723 0.473 1.8610e-04 0.99981000
709649958 Attrited Customer 62 M 0 Post-Graduate Divorced $60K - $80K Silver 46 4 5 6 28229.0 287 27942.0 0.594 2281 45 0.552 0.010 9.9937e-01 0.00062537
708822783 Existing Customer 53 F 2 High School Single Less than $40K Blue 36 4 3 1 2973.0 2517 456.0 0.588 4862 77 0.453 0.847 1.0545e-04 0.99989000
771869508 Existing Customer 51 F 2 Uneducated Married Less than $40K Blue 40 4 3 3 1612.0 831 781.0 0.602 4924 81 0.884 0.516 3.1104e-04 0.99969000
804413508 Existing Customer 41 M 1 High School Single $80K - $120K Blue 36 6 2 3 12084.0 1638 10446.0 0.695 4506 90 0.957 0.136 1.7468e-04 0.99983000
815756058 Existing Customer 54 F 1 Graduate Single Less than $40K Blue 49 3 2 2 2930.0 2266 664.0 0.734 4752 72 1.323 0.773 1.0684e-04 0.99989000
712278108 Existing Customer 46 F 2 Unknown Married $40K - $60K Blue 38 6 3 1 1963.0 1112 851.0 0.761 4821 67 0.763 0.566 1.1924e-04 0.99988000
717072108 Attrited Customer 50 F 2 Unknown Single $40K - $60K Blue 36 3 3 2 2762.0 0 2762.0 0.684 2571 44 0.419 0.000 9.9497e-01 0.00503000
721460283 Attrited Customer 49 F 3 Post-Graduate Single Less than $40K Blue 35 5 1 2 2214.0 915 1299.0 0.533 2144 51 0.545 0.413 9.8535e-01 0.01465000
784827108 Existing Customer 39 F 1 High School Single Less than $40K Blue 33 6 3 2 2292.0 1839 453.0 0.675 4043 72 0.674 0.802 1.6413e-04 0.99984000
717862308 Existing Customer 45 F 2 College Divorced $40K - $60K Blue 27 6 3 2 2901.0 2384 517.0 0.717 3835 78 0.592 0.822 1.7488e-04 0.99983000
716726058 Existing Customer 48 F 3 College Single Less than $40K Blue 30 4 1 1 2865.0 1523 1342.0 0.605 4609 79 0.756 0.532 3.3508e-05 0.99997000
717405408 Existing Customer 31 F 0 Post-Graduate Single Unknown Blue 18 3 2 0 3934.0 1911 2023.0 0.723 4143 82 0.864 0.486 4.2395e-05 0.99996000
718734408 Existing Customer 57 F 2 Unknown Single $40K - $60K Blue 45 3 4 3 2428.0 932 1496.0 0.768 4823 62 0.824 0.384 4.0183e-04 0.99960000
771666783 Existing Customer 43 F 5 College Married $40K - $60K Blue 31 5 1 1 5302.0 1136 4166.0 0.817 4883 68 0.581 0.214 3.3338e-05 0.99997000
789301458 Existing Customer 41 F 4 High School Married Unknown Blue 30 5 2 2 9139.0 1620 7519.0 0.773 4675 78 1.108 0.177 1.1604e-04 0.99988000
772329183 Existing Customer 48 M 5 Unknown Married $40K - $60K Blue 38 4 4 1 5219.0 1081 4138.0 0.568 3481 78 0.625 0.207 1.4877e-04 0.99985000
713792583 Existing Customer 52 F 2 Graduate Single Unknown Blue 43 5 2 3 10351.0 1356 8995.0 0.828 4572 76 1.054 0.131 1.9143e-04 0.99981000
719577258 Attrited Customer 43 F 2 Uneducated Divorced Less than $40K Blue 30 3 3 4 6811.0 0 6811.0 0.677 1937 39 0.560 0.000 9.9812e-01 0.00188031
770878458 Existing Customer 27 F 1 Post-Graduate Married Less than $40K Blue 13 3 2 2 1438.3 990 448.3 0.715 3855 73 1.147 0.688 1.2571e-04 0.99987000
798308058 Existing Customer 39 M 1 Graduate Single $40K - $60K Blue 33 6 1 2 2255.0 0 2255.0 0.730 4412 81 0.884 0.000 5.1697e-05 0.99995000
772528158 Attrited Customer 55 F 3 Unknown Single Less than $40K Blue 45 4 3 4 1741.0 0 1741.0 0.840 2546 42 0.400 0.000 9.9830e-01 0.00169532
718707933 Attrited Customer 54 M 2 Uneducated Married $60K - $80K Blue 35 4 3 4 2189.0 382 1807.0 0.884 2750 51 0.594 0.175 9.9812e-01 0.00188031
709791333 Existing Customer 40 F 3 Uneducated Single Less than $40K Blue 36 6 1 3 2040.0 1084 956.0 0.672 4751 80 0.818 0.531 9.8837e-05 0.99990000
710090958 Existing Customer 51 M 3 College Married $80K - $120K Blue 40 6 3 3 1844.0 1232 612.0 0.588 4182 71 0.651 0.668 3.0519e-04 0.99969000
772687983 Existing Customer 53 M 3 Graduate Single $60K - $80K Blue 43 5 3 3 8404.0 1498 6906.0 0.922 4811 56 0.556 0.178 3.1390e-04 0.99969000
714707133 Existing Customer 47 F 3 Uneducated Married Less than $40K Blue 36 5 1 1 1438.3 0 1438.3 0.647 4443 86 0.830 0.000 3.5437e-05 0.99996000
720126033 Existing Customer 42 M 4 High School Single $80K - $120K Blue 28 3 3 3 1944.0 1804 140.0 0.723 4682 90 0.667 0.928 3.0842e-04 0.99969000
713995233 Existing Customer 38 F 2 High School Married Less than $40K Blue 36 6 4 3 1438.3 0 1438.3 0.641 4707 88 0.692 0.000 3.5539e-04 0.99964000
771638733 Attrited Customer 49 M 3 Doctorate Single $40K - $60K Blue 37 5 2 3 4354.0 0 4354.0 0.738 2750 59 0.686 0.000 9.9653e-01 0.00346592
715009833 Existing Customer 51 F 1 High School Married Less than $40K Blue 36 3 4 2 1857.0 1033 824.0 0.950 5149 90 0.636 0.556 1.9835e-04 0.99980000
711497283 Existing Customer 54 F 5 Unknown Married Less than $40K Blue 36 5 6 1 2708.0 1616 1092.0 0.669 4237 87 0.706 0.597 9.7174e-05 0.99990000
803418783 Existing Customer 40 M 4 Graduate Married $60K - $80K Blue 35 5 4 1 9974.0 2185 7789.0 0.852 4680 87 0.673 0.219 1.3749e-04 0.99986000
814611633 Existing Customer 47 F 2 Uneducated Single Less than $40K Blue 42 3 1 2 2271.0 2154 117.0 1.130 4150 69 0.865 0.948 5.6630e-05 0.99994000
709411383 Existing Customer 45 M 2 Uneducated Unknown $40K - $60K Blue 37 6 4 1 2811.0 1630 1181.0 0.847 4275 78 0.733 0.580 1.3479e-04 0.99987000
825753258 Existing Customer 47 M 4 Uneducated Married $60K - $80K Blue 43 4 3 1 6519.0 1525 4994.0 0.874 4495 81 1.025 0.234 1.1697e-04 0.99988000
713930433 Attrited Customer 57 M 2 Uneducated Unknown $80K - $120K Blue 36 5 3 3 4316.0 0 4316.0 0.363 1920 53 0.472 0.000 9.9680e-01 0.00320374
715941633 Existing Customer 50 F 0 Graduate Married Less than $40K Blue 36 3 3 3 1438.3 0 1438.3 0.718 3800 69 0.533 0.000 2.5960e-04 0.99974000
772162683 Attrited Customer 34 F 2 Graduate Married Less than $40K Blue 23 6 2 2 3116.0 0 3116.0 0.698 2768 45 0.667 0.000 9.9129e-01 0.00871000
712531008 Attrited Customer 43 M 3 Unknown Married $120K + Blue 34 4 3 2 24868.0 794 24074.0 0.649 2510 32 0.231 0.032 9.9515e-01 0.00484967
711583458 Existing Customer 48 F 2 College Married Less than $40K Blue 36 4 3 1 1438.3 0 1438.3 0.743 4913 82 0.822 0.000 1.0546e-04 0.99989000
714418983 Existing Customer 43 M 5 Graduate Single $40K - $60K Blue 33 4 2 1 1438.3 0 1438.3 0.643 4509 80 0.569 0.000 7.0865e-05 0.99993000
708699108 Existing Customer 39 F 2 High School Single Less than $40K Blue 36 4 3 3 1438.3 855 583.3 0.662 4890 53 0.893 0.594 2.9408e-04 0.99971000
771749733 Existing Customer 41 M 2 Graduate Single $40K - $60K Silver 30 5 2 3 17706.0 1081 16625.0 1.087 3680 81 0.723 0.061 1.7297e-04 0.99983000
715235808 Existing Customer 47 F 3 Uneducated Married Less than $40K Blue 36 3 3 2 1819.0 1235 584.0 0.798 4636 75 0.705 0.679 1.9191e-04 0.99981000
716666133 Existing Customer 51 M 4 Graduate Single $120K + Blue 39 6 4 1 19350.0 0 19350.0 0.982 4657 70 0.795 0.000 1.3749e-04 0.99986000
716709858 Attrited Customer 34 F 1 Uneducated Unknown Less than $40K Blue 25 1 2 3 3074.0 0 3074.0 0.718 2721 54 0.688 0.000 9.9462e-01 0.00538000
715356258 Existing Customer 42 F 3 Unknown Married Less than $40K Blue 36 4 2 1 2281.0 1548 733.0 0.739 4384 78 0.857 0.679 7.8291e-05 0.99992000
720389283 Existing Customer 58 F 1 Unknown Married Less than $40K Blue 46 6 3 3 3035.0 1779 1256.0 0.851 4999 83 0.930 0.586 3.1211e-04 0.99969000
778131333 Existing Customer 38 F 2 Graduate Married Less than $40K Blue 31 6 3 3 3222.0 0 3222.0 0.786 5154 80 0.778 0.000 3.0251e-04 0.99970000
708286683 Existing Customer 57 M 2 Uneducated Single $80K - $120K Blue 43 6 3 1 12045.0 1749 10296.0 0.736 4884 86 0.870 0.145 1.1153e-04 0.99989000
814765533 Attrited Customer 44 F 4 High School Single $40K - $60K Blue 39 4 3 3 10587.0 2517 8070.0 1.052 2971 54 0.742 0.238 9.9677e-01 0.00323086
814195758 Existing Customer 42 M 1 Graduate Single $60K - $80K Blue 37 4 1 1 2596.0 1210 1386.0 0.549 4642 78 0.696 0.466 3.1176e-05 0.99997000
717121758 Existing Customer 58 F 0 Graduate Single Less than $40K Blue 36 5 3 1 3008.0 2517 491.0 0.674 4627 68 0.659 0.837 9.3087e-05 0.99991000
768720708 Existing Customer 41 F 3 High School Married Less than $40K Blue 30 4 4 2 3280.0 2327 953.0 0.784 4268 84 1.000 0.709 2.1928e-04 0.99978000
718032483 Existing Customer 33 F 4 Graduate Married Less than $40K Blue 16 5 3 2 1438.3 611 827.3 0.692 4688 89 0.816 0.425 1.8864e-04 0.99981000
809966058 Existing Customer 48 F 2 Unknown Married Less than $40K Blue 37 4 4 2 2835.0 1860 975.0 0.571 4569 81 0.884 0.656 2.3893e-04 0.99976000
711553308 Existing Customer 60 M 1 Graduate Single $40K - $60K Blue 48 3 1 3 1438.3 750 688.3 0.771 4542 88 0.833 0.521 8.6952e-05 0.99991000
708253458 Existing Customer 59 F 1 Unknown Single Unknown Blue 48 4 2 3 5528.0 1823 3705.0 0.731 4857 81 0.723 0.330 1.9751e-04 0.99980000
711276933 Existing Customer 56 F 3 Graduate Married Less than $40K Blue 44 6 4 2 2030.0 1262 768.0 0.862 4851 84 0.867 0.622 2.2556e-04 0.99977000
718165758 Existing Customer 41 F 1 Graduate Married $40K - $60K Blue 32 6 3 1 2413.0 1627 786.0 0.726 5466 85 0.771 0.674 1.0182e-04 0.99990000
780089658 Existing Customer 36 M 3 Unknown Single $60K - $80K Blue 21 4 2 3 7381.0 1608 5773.0 0.784 5638 86 0.654 0.218 2.1834e-04 0.99978000
826421958 Attrited Customer 46 F 1 High School Married Less than $40K Blue 42 5 4 1 1438.3 0 1438.3 0.637 1843 44 0.630 0.000 9.9171e-01 0.00829000
778712658 Existing Customer 52 F 0 Uneducated Married Less than $40K Blue 34 4 4 3 2001.0 960 1041.0 0.678 4026 86 0.830 0.480 3.2257e-04 0.99968000
708158133 Attrited Customer 45 M 3 College Married $80K - $120K Blue 36 3 2 2 3031.0 2517 514.0 0.409 2188 50 0.389 0.830 9.9137e-01 0.00863000
712514508 Existing Customer 47 M 2 Unknown Married $120K + Blue 37 6 4 2 11354.0 0 11354.0 1.007 3073 49 1.227 0.000 2.3893e-04 0.99976000
710725383 Existing Customer 42 M 3 Doctorate Divorced $40K - $60K Blue 36 3 2 1 2012.0 0 2012.0 0.310 3282 66 0.650 0.000 1.0307e-04 0.99990000
772601283 Existing Customer 39 M 1 Post-Graduate Single $80K - $120K Blue 29 6 2 2 23034.0 1992 21042.0 0.759 2514 32 0.684 0.086 1.2571e-04 0.99987000
716371308 Existing Customer 40 M 2 Unknown Single $40K - $60K Blue 36 6 6 1 4947.0 0 4947.0 0.751 4497 84 0.826 0.000 9.4124e-05 0.99991000
718518858 Existing Customer 50 F 3 Graduate Married $40K - $60K Blue 39 4 3 3 1844.0 1388 456.0 0.901 5056 81 0.800 0.753 3.1390e-04 0.99969000
712579983 Existing Customer 40 F 2 Graduate Single Unknown Blue 30 5 2 3 1438.3 0 1438.3 0.542 2258 59 0.788 0.000 1.9143e-04 0.99981000
716511483 Existing Customer 46 M 2 Graduate Married Less than $40K Blue 39 3 3 3 4752.0 1400 3352.0 0.646 3404 54 1.160 0.295 3.0251e-04 0.99970000
708653958 Attrited Customer 38 M 3 College Married $60K - $80K Blue 36 5 2 2 6114.0 1461 4653.0 0.772 2608 36 0.385 0.239 9.9137e-01 0.00863000
712161858 Attrited Customer 55 F 5 Unknown Single Less than $40K Blue 36 4 2 3 1438.3 0 1438.3 0.571 2244 54 0.929 0.000 9.9542e-01 0.00458119
716761308 Existing Customer 37 F 4 Unknown Single Less than $40K Blue 36 3 3 3 2286.0 0 2286.0 0.732 5199 83 0.844 0.000 3.4872e-04 0.99965000
710547783 Existing Customer 57 F 2 Post-Graduate Single $40K - $60K Blue 36 3 4 2 4784.0 1629 3155.0 0.706 4912 82 0.783 0.341 2.5577e-04 0.99974000
772118583 Existing Customer 43 F 1 Uneducated Married Less than $40K Blue 32 6 2 2 2667.0 1590 1077.0 0.806 4596 85 0.574 0.596 1.0985e-04 0.99989000
712154883 Existing Customer 54 F 2 College Married Less than $40K Blue 48 3 2 2 2473.0 1745 728.0 0.769 4823 72 0.800 0.706 1.1066e-04 0.99989000
793842558 Existing Customer 39 F 3 Doctorate Married Less than $40K Blue 33 6 4 2 2001.0 1430 571.0 0.555 4509 69 0.683 0.715 3.2639e-04 0.99967000
792695808 Existing Customer 41 M 4 High School Married $120K + Blue 35 5 4 2 18232.0 1140 17092.0 0.657 4775 84 1.100 0.063 2.2162e-04 0.99978000
798047583 Existing Customer 45 F 4 Uneducated Married Unknown Blue 39 6 3 1 1438.3 0 1438.3 0.825 4596 71 0.732 0.000 1.1697e-04 0.99988000
719453283 Existing Customer 45 F 2 Uneducated Married Less than $40K Blue 36 3 4 3 2918.0 1597 1321.0 0.884 4454 76 0.900 0.547 3.7588e-04 0.99962000
717637908 Existing Customer 36 F 2 College Unknown Less than $40K Blue 23 4 3 3 1924.0 971 953.0 0.806 4951 96 0.600 0.505 2.9411e-04 0.99971000
708303108 Existing Customer 50 F 2 Graduate Married Less than $40K Blue 42 5 3 0 1770.0 1706 64.0 0.626 4940 94 0.774 0.964 6.6354e-05 0.99993000
788876208 Existing Customer 42 F 2 Graduate Single Less than $40K Blue 27 5 3 3 2265.0 0 2265.0 0.603 3826 71 0.543 0.000 3.0251e-04 0.99970000
772069683 Existing Customer 59 M 0 High School Married $60K - $80K Blue 48 3 1 3 3868.0 1384 2484.0 0.631 4716 79 0.549 0.358 7.7279e-05 0.99992000
780143283 Attrited Customer 43 F 3 Graduate Married $40K - $60K Blue 32 4 3 3 2701.0 2498 203.0 0.637 2678 37 0.609 0.925 9.9683e-01 0.00317458
805453908 Existing Customer 33 M 1 High School Divorced $40K - $60K Blue 28 6 1 3 2507.0 1592 915.0 0.691 4355 79 0.837 0.635 8.4530e-05 0.99992000
780897858 Existing Customer 38 F 2 High School Single Less than $40K Blue 20 4 3 3 2420.0 676 1744.0 0.782 3770 76 0.810 0.279 2.9408e-04 0.99971000
719881533 Attrited Customer 46 M 2 College Married $40K - $60K Silver 34 5 3 4 16547.0 0 16547.0 0.242 1561 41 0.367 0.000 9.9780e-01 0.00220011
717346833 Existing Customer 44 F 3 Graduate Married Less than $40K Blue 33 3 2 2 1621.0 0 1621.0 0.603 3764 76 0.520 0.000 1.1811e-04 0.99988000
718555308 Existing Customer 59 M 1 Unknown Single $40K - $60K Blue 51 3 4 3 3808.0 713 3095.0 0.787 4845 88 0.630 0.187 3.7718e-04 0.99962000
771783333 Attrited Customer 49 F 1 Uneducated Divorced $40K - $60K Blue 37 6 2 2 2173.0 0 2173.0 0.652 2379 57 0.781 0.000 9.9098e-01 0.00902000
709208808 Existing Customer 50 F 1 Uneducated Married Less than $40K Blue 36 5 2 1 2178.0 1731 447.0 0.683 4275 71 0.690 0.795 6.6245e-05 0.99993000
818901708 Existing Customer 41 F 4 College Divorced Unknown Blue 36 3 1 1 1438.3 0 1438.3 0.841 4539 90 0.765 0.000 3.3866e-05 0.99997000
713247408 Existing Customer 51 F 3 Uneducated Unknown Less than $40K Blue 36 3 1 2 1750.0 813 937.0 0.760 4333 68 0.700 0.465 5.8763e-05 0.99994000
715617333 Existing Customer 36 F 2 Graduate Married Less than $40K Blue 26 3 3 2 1438.3 0 1438.3 0.610 4957 88 0.872 0.000 1.7987e-04 0.99982000
714230808 Existing Customer 36 F 4 College Married Less than $40K Blue 36 6 4 1 2466.0 1750 716.0 0.774 5005 76 0.767 0.710 1.3367e-04 0.99987000
715866033 Existing Customer 37 F 2 High School Single Less than $40K Blue 36 5 2 1 2535.0 1352 1183.0 0.509 3840 72 0.565 0.533 6.6728e-05 0.99993000
718065333 Existing Customer 39 F 4 Graduate Married $40K - $60K Blue 29 4 4 3 2385.0 1971 414.0 0.613 3711 81 0.653 0.826 3.8340e-04 0.99962000
710756133 Existing Customer 40 F 3 Unknown Married Less than $40K Blue 31 5 6 1 1811.0 821 990.0 0.773 4290 73 0.780 0.453 9.7670e-05 0.99990000
713873658 Existing Customer 45 M 4 High School Single $120K + Blue 37 4 3 3 2701.0 1986 715.0 0.538 4767 76 0.854 0.735 3.0842e-04 0.99969000
771499233 Existing Customer 46 F 4 High School Married Less than $40K Blue 34 6 1 3 5387.0 1133 4254.0 0.652 4374 76 0.490 0.210 9.4447e-05 0.99991000
711274458 Attrited Customer 38 F 3 High School Married Less than $40K Blue 27 4 3 3 1438.3 0 1438.3 0.730 2478 45 0.552 0.000 9.9673e-01 0.00326528
790108908 Existing Customer 44 M 2 Post-Graduate Married $80K - $120K Blue 37 5 1 1 34058.0 0 34058.0 0.552 4043 57 0.781 0.000 3.9082e-05 0.99996000
797389758 Existing Customer 42 F 2 Graduate Married $40K - $60K Silver 36 6 2 1 16290.0 0 16290.0 0.758 4232 79 0.795 0.000 6.2021e-05 0.99994000
827100333 Existing Customer 49 F 3 High School Married Less than $40K Blue 45 3 3 2 1438.3 726 712.3 0.657 5208 93 0.755 0.505 1.8145e-04 0.99982000
711647808 Existing Customer 55 F 3 Graduate Single Less than $40K Blue 36 4 1 3 2069.0 1028 1041.0 0.648 4414 82 0.783 0.497 9.6126e-05 0.99990000
714035283 Attrited Customer 56 F 1 Post-Graduate Married Less than $40K Blue 36 6 2 2 2802.0 2256 546.0 0.615 2371 46 0.353 0.805 9.9211e-01 0.00789000
720553158 Existing Customer 39 F 1 Graduate Single Less than $40K Blue 31 5 2 1 3390.0 2222 1168.0 0.768 5001 82 0.822 0.655 6.4428e-05 0.99994000
717924933 Existing Customer 48 F 2 Post-Graduate Divorced Unknown Blue 37 3 4 2 3745.0 1291 2454.0 0.631 4956 88 0.796 0.345 2.5577e-04 0.99974000
802856508 Existing Customer 42 M 2 Graduate Single $80K - $120K Blue 36 6 3 1 26690.0 0 26690.0 1.144 4363 76 1.054 0.000 1.0848e-04 0.99989000
708376983 Attrited Customer 58 F 1 Unknown Single Unknown Blue 50 5 2 2 8513.0 799 7714.0 0.451 2119 37 0.542 0.094 9.9156e-01 0.00844000
712673283 Existing Customer 36 F 4 Unknown Single Less than $40K Blue 26 3 2 3 1438.3 0 1438.3 0.827 4886 85 0.771 0.000 2.2068e-04 0.99978000
711862533 Attrited Customer 55 F 1 Uneducated Married Less than $40K Blue 36 5 3 2 2258.0 2000 258.0 0.611 2500 42 0.680 0.886 9.9427e-01 0.00573000
772407333 Attrited Customer 41 F 3 Unknown Married Less than $40K Blue 30 5 3 3 1654.0 0 1654.0 0.329 1730 30 0.364 0.000 9.9711e-01 0.00288892
778356408 Existing Customer 51 F 3 College Divorced $40K - $60K Blue 31 6 2 2 2768.0 1329 1439.0 0.699 4275 78 0.814 0.480 1.1483e-04 0.99989000
716791908 Existing Customer 43 M 1 College Married $80K - $120K Blue 23 5 2 1 14566.0 1045 13521.0 0.417 4480 77 0.791 0.072 6.2639e-05 0.99994000
757761033 Existing Customer 35 F 3 Graduate Single $40K - $60K Blue 28 5 6 2 3250.0 1560 1690.0 0.634 4673 73 0.698 0.480 1.4734e-04 0.99985000
758186433 Existing Customer 37 F 1 Uneducated Single Less than $40K Blue 30 3 2 3 2353.0 1095 1258.0 0.941 5038 84 0.750 0.465 1.8475e-04 0.99982000
786546783 Existing Customer 59 F 0 College Married $40K - $60K Blue 53 3 2 0 1438.3 0 1438.3 0.896 4457 79 0.927 0.000 3.5028e-05 0.99996000
789634983 Existing Customer 59 M 1 Graduate Married $40K - $60K Blue 53 5 1 2 4188.0 2200 1988.0 0.867 4911 86 0.720 0.525 5.1697e-05 0.99995000
720654183 Attrited Customer 45 M 4 Graduate Married $80K - $120K Blue 35 2 3 3 23542.0 1307 22235.0 0.462 2152 46 0.438 0.056 9.9686e-01 0.00314112
715880283 Existing Customer 57 M 1 High School Single $120K + Blue 47 4 4 2 9272.0 982 8290.0 0.651 4649 89 0.816 0.106 1.9835e-04 0.99980000
719990358 Existing Customer 36 F 3 High School Married Less than $40K Blue 28 3 1 1 1967.0 0 1967.0 0.730 4620 77 0.878 0.000 3.3505e-05 0.99997000
779348358 Attrited Customer 52 F 1 Uneducated Single Less than $40K Blue 37 5 3 4 1717.0 0 1717.0 1.028 3004 46 0.586 0.000 9.9800e-01 0.00200300
715130808 Existing Customer 45 M 3 Graduate Single $60K - $80K Silver 34 5 1 1 34516.0 1664 32852.0 0.730 4912 80 0.739 0.048 3.1141e-05 0.99997000
713818158 Existing Customer 50 M 1 Doctorate Single $80K - $120K Blue 41 5 4 2 5068.0 991 4077.0 0.736 5173 64 0.600 0.196 2.9525e-04 0.99970000
709728183 Existing Customer 46 F 3 College Married Less than $40K Blue 39 3 2 3 1438.3 0 1438.3 0.786 4370 79 0.795 0.000 1.9313e-04 0.99981000
715797783 Existing Customer 55 F 1 Uneducated Divorced $40K - $60K Blue 47 3 2 3 2697.0 1863 834.0 0.735 4615 81 0.688 0.691 1.8475e-04 0.99982000
710879283 Existing Customer 51 M 1 High School Married Less than $40K Blue 41 3 4 3 1438.3 0 1438.3 0.623 4312 81 0.723 0.000 3.3359e-04 0.99967000
827051808 Attrited Customer 44 F 0 College Married Less than $40K Blue 40 5 4 2 7499.0 1083 6416.0 0.716 2478 45 0.667 0.144 9.9452e-01 0.00548000
710484408 Attrited Customer 39 M 4 Post-Graduate Married $120K + Blue 29 6 3 3 8700.0 1742 6958.0 0.454 2306 50 0.613 0.200 9.9733e-01 0.00267072
817108083 Attrited Customer 55 M 3 Unknown Single $60K - $80K Blue 35 3 3 3 14266.0 1341 12925.0 0.309 1625 34 0.360 0.094 9.9711e-01 0.00288892
715995933 Existing Customer 46 M 0 Graduate Single $120K + Blue 36 6 2 1 2692.0 1631 1061.0 0.990 4619 83 0.694 0.606 5.8902e-05 0.99994000
713567958 Existing Customer 54 F 3 College Single Less than $40K Blue 36 4 4 2 2957.0 1408 1549.0 0.667 4280 82 0.783 0.476 2.1930e-04 0.99978000
779118708 Existing Customer 50 F 2 Unknown Single Less than $40K Blue 32 4 3 1 1438.3 0 1438.3 0.815 4598 78 0.902 0.000 1.1924e-04 0.99988000
721484283 Existing Customer 51 F 3 High School Married Less than $40K Blue 36 4 2 1 3007.0 2517 490.0 0.733 4985 84 1.000 0.837 6.9242e-05 0.99993000
708817608 Existing Customer 41 F 3 High School Married Unknown Blue 24 3 1 1 3427.0 1419 2008.0 0.685 4218 74 0.805 0.414 3.3505e-05 0.99997000
789231858 Existing Customer 59 M 1 Unknown Married $60K - $80K Blue 48 5 3 3 1438.3 642 796.3 0.926 5177 79 0.646 0.446 3.1211e-04 0.99969000
788661408 Existing Customer 47 F 3 Uneducated Married Less than $40K Blue 33 4 5 2 2990.0 890 2100.0 0.711 4757 79 0.837 0.298 2.1435e-04 0.99979000
813449508 Attrited Customer 61 M 0 Graduate Married $60K - $80K Blue 56 6 2 3 9918.0 850 9068.0 0.688 2485 40 0.290 0.086 9.9395e-01 0.00605000
789925833 Existing Customer 50 F 2 High School Married Unknown Blue 41 3 1 1 8159.0 2277 5882.0 0.749 4402 64 0.684 0.279 3.2288e-05 0.99997000
709296558 Existing Customer 53 M 2 Graduate Single $120K + Blue 36 3 2 2 18551.0 1434 17117.0 1.149 5364 90 0.765 0.077 1.1382e-04 0.99989000
780180033 Existing Customer 31 F 0 Graduate Married Less than $40K Blue 20 5 1 1 1438.3 0 1438.3 0.689 4397 86 0.755 0.000 2.8501e-05 0.99997000
713474733 Attrited Customer 51 M 2 Graduate Single $80K - $120K Blue 31 5 3 2 1438.3 327 1111.3 0.528 1783 40 0.481 0.227 9.9447e-01 0.00553000
771527508 Existing Customer 60 M 2 Graduate Single $60K - $80K Blue 48 3 4 1 10886.0 1145 9741.0 0.749 3488 66 0.535 0.105 1.3110e-04 0.99987000
709614333 Existing Customer 59 F 0 High School Single Unknown Blue 36 4 3 1 10457.0 2148 8309.0 0.737 4649 74 0.947 0.205 9.0493e-05 0.99991000
767005683 Existing Customer 60 M 0 Unknown Single $40K - $60K Blue 46 6 2 1 1781.0 1551 230.0 0.722 3527 66 0.610 0.871 6.4745e-05 0.99994000
718686558 Existing Customer 50 M 2 Unknown Married $120K + Blue 43 3 2 1 34516.0 1156 33360.0 0.633 3974 65 0.585 0.033 7.5449e-05 0.99992000
715655283 Existing Customer 42 F 3 Graduate Married Less than $40K Blue 33 6 3 3 2363.0 1495 868.0 0.531 4420 65 0.711 0.633 3.1390e-04 0.99969000
819631158 Existing Customer 54 F 4 Post-Graduate Married Less than $40K Blue 49 3 3 2 2802.0 2219 583.0 0.796 5924 88 0.630 0.792 2.2196e-04 0.99978000
710866758 Existing Customer 42 F 4 High School Married Less than $40K Blue 31 5 1 2 1640.0 888 752.0 0.715 4074 73 0.872 0.541 5.6153e-05 0.99994000
790119408 Attrited Customer 48 F 3 Uneducated Married Less than $40K Blue 41 5 3 2 4960.0 0 4960.0 0.882 2430 48 0.548 0.000 9.9482e-01 0.00518000
771332283 Existing Customer 50 M 4 Graduate Married $80K - $120K Blue 38 5 1 3 4601.0 2517 2084.0 0.775 5056 80 0.778 0.547 9.7154e-05 0.99990000
771408483 Existing Customer 48 M 5 Unknown Unknown $60K - $80K Blue 36 4 1 2 4100.0 1956 2144.0 0.617 3584 61 0.743 0.477 6.2502e-05 0.99994000
811912608 Existing Customer 52 F 3 Graduate Married $40K - $60K Blue 47 3 2 0 2741.0 1639 1102.0 0.644 5077 87 0.740 0.598 4.3568e-05 0.99996000
708684108 Attrited Customer 46 F 4 Graduate Married $40K - $60K Blue 34 5 3 1 4152.0 1446 2706.0 0.826 2218 30 0.304 0.348 9.9129e-01 0.00871000
768638208 Existing Customer 50 F 2 Uneducated Married Less than $40K Blue 44 3 1 2 3386.0 2517 869.0 0.743 4890 65 0.667 0.743 5.6630e-05 0.99994000
803115258 Attrited Customer 62 M 0 College Unknown $40K - $60K Blue 56 2 6 2 3477.0 0 3477.0 0.436 2113 40 0.739 0.000 9.9163e-01 0.00837000
708869283 Existing Customer 50 M 4 High School Married $80K - $120K Blue 41 6 3 3 23209.0 1308 21901.0 0.498 3530 71 0.578 0.056 3.0842e-04 0.99969000
720892833 Existing Customer 50 F 3 Graduate Married $40K - $60K Blue 39 5 3 2 12610.0 1123 11487.0 0.853 4199 67 0.595 0.089 1.8665e-04 0.99981000
709762008 Existing Customer 48 F 4 High School Married Less than $40K Blue 38 5 1 1 2090.0 793 1297.0 0.640 4619 78 0.733 0.379 3.3863e-05 0.99997000
708600033 Existing Customer 46 M 2 Graduate Married $40K - $60K Blue 39 4 3 1 1610.0 0 1610.0 0.689 4958 87 0.776 0.000 1.0848e-04 0.99989000
708736608 Attrited Customer 40 M 3 Graduate Married $120K + Blue 27 5 3 2 2269.0 0 2269.0 0.572 2108 39 0.560 0.000 9.9467e-01 0.00533000
713047608 Attrited Customer 40 F 2 College Unknown Less than $40K Blue 36 6 1 3 2387.0 2013 374.0 0.449 2134 41 0.952 0.843 9.8902e-01 0.01098000
711717258 Existing Customer 54 F 3 Graduate Single $40K - $60K Blue 39 3 4 1 4036.0 1329 2707.0 0.738 5315 82 0.708 0.329 1.3603e-04 0.99986000
711886383 Attrited Customer 54 F 5 High School Married Unknown Blue 44 5 3 3 5342.0 605 4737.0 0.691 2426 46 0.394 0.113 9.9672e-01 0.00328187
713058858 Attrited Customer 54 F 2 Graduate Unknown Less than $40K Blue 46 5 3 2 1695.0 913 782.0 0.449 2130 48 0.500 0.539 9.9447e-01 0.00553000
713993208 Existing Customer 37 F 3 Doctorate Married Less than $40K Blue 36 3 5 2 1438.3 0 1438.3 0.861 4314 82 0.864 0.000 3.0166e-04 0.99970000
717855933 Existing Customer 38 F 2 High School Married $40K - $60K Blue 27 3 2 3 1776.0 1586 190.0 0.798 4350 71 0.868 0.893 1.8610e-04 0.99981000
713436183 Existing Customer 42 F 3 High School Married $40K - $60K Blue 29 4 3 2 5640.0 0 5640.0 0.770 4739 80 0.860 0.000 1.8145e-04 0.99982000
778360608 Existing Customer 42 F 1 College Divorced Less than $40K Blue 22 5 3 2 2403.0 1105 1298.0 0.735 4186 77 0.711 0.460 1.6415e-04 0.99984000
710914158 Existing Customer 45 F 4 College Married Less than $40K Blue 36 5 1 2 3349.0 2517 832.0 0.786 4405 55 1.391 0.752 5.6158e-05 0.99994000
714789033 Attrited Customer 54 F 1 Graduate Married Less than $40K Blue 50 3 3 3 3173.0 2517 656.0 0.619 2763 51 0.821 0.793 9.9649e-01 0.00350838
809811858 Attrited Customer 43 M 5 High School Unknown $80K - $120K Blue 38 3 3 2 1504.0 0 1504.0 0.987 2530 43 0.344 0.000 9.9449e-01 0.00551000
826709658 Attrited Customer 45 F 3 Graduate Divorced $40K - $60K Blue 41 1 3 3 1477.0 0 1477.0 0.768 2214 43 0.654 0.000 9.9683e-01 0.00317458
752648883 Existing Customer 49 F 2 College Single Less than $40K Blue 41 6 3 1 2018.0 1366 652.0 0.964 4842 69 0.500 0.677 1.0546e-04 0.99989000
715771608 Existing Customer 41 M 3 Graduate Married $120K + Silver 36 3 3 2 34516.0 1453 33063.0 0.357 4147 76 0.949 0.042 1.6865e-04 0.99983000
719061933 Existing Customer 44 F 4 Graduate Married Unknown Blue 34 6 4 2 2105.0 0 2105.0 0.656 4190 67 0.914 0.000 2.2797e-04 0.99977000
792345258 Existing Customer 46 F 2 Uneducated Divorced Unknown Blue 40 5 2 3 20080.0 0 20080.0 0.560 4620 70 0.667 0.000 1.9683e-04 0.99980000
711765708 Existing Customer 39 F 1 Graduate Unknown Less than $40K Blue 36 3 4 1 6690.0 1912 4778.0 0.609 3875 60 0.538 0.286 1.2305e-04 0.99988000
783393633 Existing Customer 46 M 3 Graduate Unknown $80K - $120K Blue 37 6 4 3 1530.0 0 1530.0 0.635 4256 78 0.773 0.000 3.7935e-04 0.99962000
779667408 Existing Customer 58 M 1 Post-Graduate Single $80K - $120K Blue 41 4 2 1 2915.0 1494 1421.0 0.861 4235 73 0.825 0.513 7.5811e-05 0.99992000
805461783 Existing Customer 47 F 3 Graduate Divorced Less than $40K Blue 42 3 4 0 1438.3 0 1438.3 0.635 4735 87 0.673 0.000 8.3212e-05 0.99992000
719098308 Attrited Customer 56 F 2 High School Single Less than $40K Blue 42 5 4 2 2423.0 268 2155.0 0.804 2516 59 0.639 0.111 9.9529e-01 0.00470886
771433608 Existing Customer 54 M 4 Uneducated Single $80K - $120K Blue 42 5 2 2 11742.0 0 11742.0 0.621 4053 70 0.556 0.000 1.2274e-04 0.99988000
825811158 Existing Customer 51 F 2 High School Single Less than $40K Blue 47 5 2 3 3069.0 2517 552.0 0.730 4512 83 0.766 0.820 1.8610e-04 0.99981000
715252383 Existing Customer 58 F 2 High School Divorced Unknown Gold 36 5 4 3 34516.0 1864 32652.0 0.664 3595 52 0.733 0.054 4.0944e-04 0.99959000
809092458 Existing Customer 36 F 4 Uneducated Married $40K - $60K Blue 31 5 2 3 2517.0 1336 1181.0 0.755 5211 83 0.804 0.531 2.0643e-04 0.99979000
713706258 Existing Customer 52 F 1 Unknown Single Less than $40K Blue 43 6 2 1 1438.3 773 665.3 1.138 4890 63 0.909 0.537 7.0819e-05 0.99993000
714693708 Existing Customer 45 F 3 Graduate Married $40K - $60K Blue 36 3 3 1 2216.0 1992 224.0 0.789 4103 77 0.711 0.899 1.1256e-04 0.99989000
721072908 Existing Customer 51 M 0 Doctorate Single $60K - $80K Blue 36 6 2 3 3232.0 1346 1886.0 0.697 5102 69 0.643 0.416 2.3771e-04 0.99976000
716675358 Existing Customer 54 F 1 College Single Less than $40K Blue 41 5 2 2 3478.0 941 2537.0 0.711 4607 83 0.930 0.271 1.0387e-04 0.99990000
708128733 Existing Customer 50 F 3 Post-Graduate Single Unknown Blue 36 5 4 3 1814.0 0 1814.0 0.852 5014 99 0.623 0.000 4.4634e-04 0.99955000
711392508 Existing Customer 37 F 2 Graduate Married Less than $40K Blue 25 4 2 1 1438.3 0 1438.3 0.741 4513 75 0.744 0.000 6.8640e-05 0.99993000
771420708 Existing Customer 42 F 4 Unknown Single Less than $40K Blue 30 3 2 1 1446.0 621 825.0 0.826 4860 68 0.700 0.429 7.9128e-05 0.99992000
721207908 Existing Customer 47 F 5 High School Single Less than $40K Blue 37 5 2 3 1493.0 0 1493.0 0.605 4655 95 0.638 0.000 1.9213e-04 0.99981000
715798608 Existing Customer 45 F 4 Graduate Married $40K - $60K Blue 34 4 4 2 4244.0 1066 3178.0 0.606 4016 89 0.854 0.251 2.2797e-04 0.99977000
716758008 Existing Customer 40 M 5 High School Single $40K - $60K Blue 20 5 2 1 2984.0 1879 1105.0 0.675 4813 83 0.729 0.630 6.8890e-05 0.99993000
714847983 Existing Customer 48 M 3 Unknown Single $80K - $120K Blue 36 3 4 2 2713.0 2201 512.0 0.716 4220 79 0.612 0.811 2.4793e-04 0.99975000
716975583 Existing Customer 42 F 2 Unknown Single $40K - $60K Blue 34 4 4 3 2471.0 1658 813.0 0.682 4406 62 0.676 0.671 4.0183e-04 0.99960000
804434058 Existing Customer 47 M 1 College Married $60K - $80K Silver 42 6 4 2 27437.0 0 27437.0 0.872 4660 79 0.681 0.000 1.7924e-04 0.99982000
714293358 Existing Customer 54 F 4 College Single Less than $40K Blue 46 3 2 1 4166.0 989 3177.0 0.967 4584 70 1.258 0.237 6.9988e-05 0.99993000
710989008 Existing Customer 38 M 1 Graduate Unknown $40K - $60K Blue 27 5 6 0 13100.0 1436 11664.0 0.519 3201 78 0.500 0.110 4.9165e-05 0.99995000
757194408 Attrited Customer 43 M 3 College Married $60K - $80K Blue 36 2 3 3 1438.3 0 1438.3 0.539 1707 38 1.111 0.000 9.9674e-01 0.00326498
711459483 Existing Customer 43 F 3 High School Unknown Less than $40K Blue 36 6 2 3 2242.0 0 2242.0 0.658 4845 66 0.941 0.000 1.9311e-04 0.99981000
762020133 Attrited Customer 37 F 3 High School Married Unknown Blue 30 3 3 3 9874.0 0 9874.0 0.491 2446 47 0.567 0.000 9.9673e-01 0.00326528
719256483 Existing Customer 41 F 4 High School Single $40K - $60K Blue 30 5 3 3 4432.0 1335 3097.0 0.714 4144 79 0.756 0.301 3.0842e-04 0.99969000
717211608 Existing Customer 45 F 3 Unknown Single Less than $40K Blue 34 6 4 2 4975.0 1221 3754.0 0.602 4776 68 0.889 0.245 2.4793e-04 0.99975000
717125958 Existing Customer 49 F 3 Unknown Married Less than $40K Blue 38 6 5 1 2652.0 1581 1071.0 0.738 4747 80 0.778 0.596 1.3819e-04 0.99986000
779261433 Existing Customer 54 F 2 Graduate Single Less than $40K Blue 36 3 1 2 2043.0 1597 446.0 0.814 3553 61 0.694 0.782 5.5077e-05 0.99994000
780720258 Attrited Customer 45 M 4 High School Divorced Less than $40K Blue 34 4 2 3 3489.0 2517 972.0 0.721 2684 39 0.560 0.721 9.9490e-01 0.00510000
715593783 Existing Customer 52 M 1 Unknown Married $80K - $120K Blue 36 4 2 2 14858.0 1594 13264.0 0.510 4286 72 0.636 0.107 1.1743e-04 0.99988000
770858283 Existing Customer 40 F 4 High School Married $40K - $60K Blue 27 5 2 2 2822.0 2182 640.0 0.768 5371 93 0.824 0.773 1.1604e-04 0.99988000
718570158 Existing Customer 54 F 4 College Single Less than $40K Blue 44 3 3 2 2901.0 2517 384.0 0.608 4731 83 0.804 0.868 1.8340e-04 0.99982000
711039633 Existing Customer 52 F 4 Post-Graduate Married Less than $40K Blue 36 5 3 3 1594.0 0 1594.0 0.472 4653 65 0.667 0.000 3.7329e-04 0.99963000
714074808 Existing Customer 58 F 0 High School Married Less than $40K Blue 36 3 3 1 2241.0 1670 571.0 0.704 4653 75 0.630 0.745 9.0493e-05 0.99991000
710439483 Existing Customer 51 F 2 Graduate Single Less than $40K Blue 39 3 4 2 2581.0 1722 859.0 0.765 4431 79 0.717 0.667 2.1738e-04 0.99978000
717516333 Existing Customer 40 M 2 Graduate Married $120K + Blue 33 6 4 1 14713.0 905 13808.0 0.817 4125 82 0.822 0.062 1.3110e-04 0.99987000
788835408 Attrited Customer 49 F 3 Unknown Married Less than $40K Blue 33 6 3 3 2910.0 0 2910.0 0.789 2648 41 0.464 0.000 9.9711e-01 0.00288892
716414958 Existing Customer 39 F 3 High School Single Unknown Blue 36 3 3 3 2366.0 1927 439.0 0.631 3659 66 0.833 0.814 3.0516e-04 0.99969000
712327608 Attrited Customer 54 F 0 Doctorate Single Less than $40K Blue 36 4 3 2 2708.0 0 2708.0 0.673 2321 45 0.552 0.000 9.9554e-01 0.00445616
796326483 Existing Customer 42 M 3 High School Married $80K - $120K Blue 36 5 4 3 1681.0 0 1681.0 0.994 5416 82 0.952 0.000 3.6878e-04 0.99963000
714146208 Existing Customer 40 F 4 Unknown Single Less than $40K Blue 32 6 1 1 2594.0 2159 435.0 0.792 3872 71 0.511 0.832 3.8289e-05 0.99996000
779166783 Existing Customer 41 F 4 Unknown Single $40K - $60K Blue 31 5 1 2 2128.0 1383 745.0 0.679 3968 81 0.761 0.650 6.3492e-05 0.99994000
720818658 Existing Customer 50 F 1 Uneducated Married Less than $40K Blue 38 3 3 3 1438.3 0 1438.3 0.679 4594 86 0.720 0.000 2.9196e-04 0.99971000
712982808 Attrited Customer 47 M 2 Doctorate Divorced $80K - $120K Blue 32 1 3 3 1438.3 0 1438.3 0.454 2388 42 0.500 0.000 9.9772e-01 0.00227837
718657083 Existing Customer 46 M 3 High School Married $60K - $80K Blue 36 4 3 1 4696.0 0 4696.0 0.732 4828 62 1.583 0.000 1.0943e-04 0.99989000
715222533 Attrited Customer 52 F 3 Graduate Married Less than $40K Blue 36 5 3 3 2566.0 1079 1487.0 0.554 2340 36 0.500 0.420 9.9683e-01 0.00317458
718187508 Existing Customer 53 F 2 Unknown Married Unknown Blue 36 3 4 3 2592.0 1364 1228.0 0.679 4208 68 0.700 0.526 4.0183e-04 0.99960000
802455633 Existing Customer 56 F 1 Unknown Single Less than $40K Blue 50 4 4 1 1698.0 0 1698.0 0.847 4371 74 0.897 0.000 1.3526e-04 0.99986000
714493983 Existing Customer 57 F 2 Graduate Married $40K - $60K Blue 47 5 2 2 4682.0 1010 3672.0 0.638 4322 83 0.694 0.216 1.1382e-04 0.99989000
780664758 Existing Customer 56 F 2 Uneducated Married $40K - $60K Blue 44 6 1 2 4439.0 1513 2926.0 0.752 4532 95 0.696 0.341 5.6630e-05 0.99994000
718466883 Existing Customer 34 F 1 Uneducated Single Less than $40K Blue 25 6 1 2 2689.0 1618 1071.0 0.587 4237 79 0.681 0.602 5.3155e-05 0.99995000
771338658 Existing Customer 46 M 2 High School Married $80K - $120K Blue 30 6 3 1 11670.0 915 10755.0 0.892 4277 89 0.854 0.078 1.0545e-04 0.99989000
709052883 Existing Customer 47 F 4 High School Single $40K - $60K Blue 36 3 1 1 1596.0 0 1596.0 0.788 5678 81 0.800 0.000 3.3863e-05 0.99997000
708373083 Attrited Customer 40 F 4 Unknown Married $40K - $60K Blue 30 1 3 4 3356.0 2517 839.0 0.583 2032 39 0.147 0.750 9.9832e-01 0.00167742
716157408 Existing Customer 53 M 0 High School Married $60K - $80K Blue 46 4 4 2 1590.0 0 1590.0 0.556 4229 73 1.086 0.000 1.8134e-04 0.99982000
713305233 Existing Customer 55 M 2 Graduate Single $80K - $120K Blue 46 5 5 2 4994.0 0 4994.0 0.717 4802 81 0.761 0.000 2.0090e-04 0.99980000
713000058 Existing Customer 51 F 3 Graduate Married $40K - $60K Silver 44 4 2 3 16406.0 0 16406.0 0.627 4075 75 0.630 0.000 1.7949e-04 0.99982000
714909858 Existing Customer 52 F 2 Unknown Married Less than $40K Blue 36 6 3 1 2451.0 1733 718.0 0.724 5283 90 0.698 0.707 1.1924e-04 0.99988000
804371733 Existing Customer 40 M 2 Uneducated Married $80K - $120K Blue 29 5 2 3 9109.0 1347 7762.0 0.695 3991 84 0.867 0.148 1.9683e-04 0.99980000
772846383 Existing Customer 45 F 1 Unknown Single Less than $40K Blue 36 3 4 1 2632.0 1480 1152.0 0.588 4787 89 0.679 0.562 1.3526e-04 0.99986000
712552608 Attrited Customer 46 F 3 Graduate Married Less than $40K Blue 34 3 3 1 1438.3 0 1438.3 0.714 2658 43 0.654 0.000 9.9120e-01 0.00880000
719887008 Existing Customer 38 F 3 Graduate Married Less than $40K Blue 36 5 4 3 1757.0 1352 405.0 0.879 4121 81 0.421 0.769 3.7935e-04 0.99962000
773342808 Existing Customer 46 F 1 Unknown Single Less than $40K Blue 40 6 4 3 2711.0 1793 918.0 0.681 5084 79 0.717 0.661 3.7718e-04 0.99962000
708375858 Existing Customer 47 F 4 High School Divorced Less than $40K Blue 36 5 4 2 2776.0 1341 1435.0 0.744 4318 68 0.943 0.483 2.2162e-04 0.99978000
789417708 Existing Customer 44 F 2 Uneducated Married $40K - $60K Blue 35 3 2 1 1438.3 1091 347.3 0.702 4988 90 0.731 0.759 7.0576e-05 0.99993000
794675058 Attrited Customer 36 M 3 Graduate Married $80K - $120K Blue 21 5 3 2 5015.0 1963 3052.0 0.881 2491 43 0.870 0.391 9.9467e-01 0.00533000
718034058 Existing Customer 40 M 4 Graduate Single $60K - $80K Blue 36 3 2 2 8529.0 901 7628.0 0.764 4252 68 0.511 0.106 1.1937e-04 0.99988000
778919583 Existing Customer 49 F 0 Graduate Married Less than $40K Blue 30 3 2 0 1604.0 1112 492.0 0.618 4253 68 0.744 0.693 3.6029e-05 0.99996000
713850783 Existing Customer 56 F 1 College Married Unknown Blue 36 6 2 2 4263.0 0 4263.0 0.640 4876 70 1.188 0.000 1.0387e-04 0.99990000
814785108 Existing Customer 45 F 1 Graduate Married Less than $40K Blue 40 5 3 2 2493.0 1655 838.0 0.907 4473 76 0.900 0.664 1.6883e-04 0.99983000
809616108 Attrited Customer 38 F 2 High School Single Less than $40K Blue 33 3 3 3 1568.0 0 1568.0 0.611 2812 59 0.788 0.000 9.9661e-01 0.00338788
809378133 Existing Customer 43 F 3 Uneducated Single Less than $40K Blue 38 6 1 2 1521.0 0 1521.0 0.791 4880 79 0.549 0.000 5.8763e-05 0.99994000
779658408 Existing Customer 48 M 2 Graduate Single $40K - $60K Blue 31 6 3 3 3261.0 1730 1531.0 0.682 4242 65 0.667 0.531 3.0251e-04 0.99970000
717954333 Existing Customer 39 F 2 Unknown Single Less than $40K Blue 25 4 2 1 1781.0 935 846.0 0.868 5093 77 0.974 0.525 7.5449e-05 0.99992000
737052258 Existing Customer 62 F 1 Unknown Single Less than $40K Blue 55 6 1 1 5284.0 2517 2767.0 0.674 4525 63 0.537 0.476 3.4268e-05 0.99997000
708108333 Attrited Customer 47 F 3 Graduate Married Unknown Blue 36 3 3 1 5590.0 0 5590.0 0.010 1507 32 0.000 0.000 9.9120e-01 0.00880000
715047333 Existing Customer 57 F 1 High School Married Unknown Blue 36 5 2 3 1734.0 980 754.0 0.639 4313 92 0.917 0.565 1.7468e-04 0.99983000
714390858 Existing Customer 48 F 5 Unknown Single Unknown Blue 36 4 2 3 7645.0 931 6714.0 0.894 5016 73 0.622 0.122 2.1724e-04 0.99978000
717107808 Existing Customer 48 F 1 Uneducated Unknown $40K - $60K Blue 39 6 4 2 1438.3 1218 220.3 0.752 4600 76 0.617 0.847 2.0979e-04 0.99979000
713564208 Existing Customer 34 F 1 Graduate Unknown Less than $40K Blue 23 4 1 1 2207.0 1527 680.0 0.861 4159 64 1.133 0.692 3.1176e-05 0.99997000
720357483 Existing Customer 46 F 1 College Married Less than $40K Blue 23 5 2 1 1723.0 1010 713.0 0.704 4112 82 0.864 0.586 6.2639e-05 0.99994000
803339583 Existing Customer 49 F 2 Post-Graduate Married Less than $40K Blue 44 4 4 2 1644.0 0 1644.0 1.033 4898 82 0.783 0.000 2.5577e-04 0.99974000
708972783 Attrited Customer 48 F 4 College Married Less than $40K Blue 37 3 2 3 1745.0 0 1745.0 0.657 2297 44 0.630 0.000 9.9490e-01 0.00510000
710157108 Existing Customer 42 F 3 Graduate Single $40K - $60K Blue 33 6 2 3 3376.0 1661 1715.0 0.618 4629 75 0.923 0.492 1.9864e-04 0.99980000
721483158 Existing Customer 47 M 3 Graduate Married $60K - $80K Blue 29 4 3 3 7298.0 0 7298.0 0.589 4512 72 0.756 0.000 3.1390e-04 0.99969000
767553333 Attrited Customer 45 M 3 Graduate Single $80K - $120K Blue 39 1 3 3 8383.0 0 8383.0 0.809 2600 44 0.517 0.000 9.9683e-01 0.00317458
710436108 Existing Customer 41 M 4 High School Unknown $40K - $60K Blue 29 5 4 2 3600.0 746 2854.0 0.824 4184 61 0.694 0.207 2.2162e-04 0.99978000
779870883 Existing Customer 45 F 4 High School Single $40K - $60K Blue 29 3 2 1 4595.0 1781 2814.0 0.708 3746 68 0.545 0.388 6.9982e-05 0.99993000
817188408 Existing Customer 57 M 0 Uneducated Divorced $80K - $120K Blue 39 4 4 3 2795.0 1832 963.0 0.839 4679 67 0.861 0.655 3.2257e-04 0.99968000
719723658 Existing Customer 49 F 2 Uneducated Single Less than $40K Blue 39 6 1 3 1768.0 0 1768.0 0.788 4628 90 0.837 0.000 9.5249e-05 0.99990000
806189658 Existing Customer 50 F 2 Uneducated Single Less than $40K Blue 45 4 2 3 1780.0 893 887.0 0.609 4630 73 0.587 0.502 1.9683e-04 0.99980000
789070233 Existing Customer 51 F 3 Graduate Divorced Less than $40K Blue 39 5 4 3 2987.0 1764 1223.0 0.686 4339 72 0.600 0.591 3.7935e-04 0.99962000
712013808 Existing Customer 44 F 4 Uneducated Single Unknown Blue 24 6 3 2 2717.0 1720 997.0 0.869 4196 71 0.614 0.633 1.9396e-04 0.99981000
708602283 Existing Customer 40 F 4 Uneducated Married Unknown Blue 36 3 3 1 2887.0 0 2887.0 0.581 3941 82 1.158 0.000 1.1697e-04 0.99988000
809452383 Existing Customer 37 F 2 Graduate Married Less than $40K Blue 32 6 1 3 1438.3 0 1438.3 0.707 4733 89 0.816 0.000 9.2637e-05 0.99991000
714413283 Existing Customer 46 M 3 Unknown Married $80K - $120K Blue 40 6 1 1 10879.0 860 10019.0 0.974 4629 69 0.725 0.079 3.7884e-05 0.99996000
712407783 Existing Customer 39 F 1 Graduate Single Less than $40K Blue 28 5 3 3 1809.0 1181 628.0 0.656 4452 83 0.596 0.653 2.8395e-04 0.99972000
720062508 Attrited Customer 38 F 2 Unknown Married $40K - $60K Blue 28 6 2 2 1628.0 0 1628.0 0.876 2527 41 0.640 0.000 9.9207e-01 0.00793000
717878883 Existing Customer 45 F 3 Unknown Single Less than $40K Blue 36 3 4 0 1438.3 0 1438.3 0.678 4463 71 0.821 0.000 9.1466e-05 0.99991000
714013983 Attrited Customer 37 F 4 Post-Graduate Married Less than $40K Blue 36 3 3 3 1586.0 0 1586.0 0.497 2109 41 0.414 0.000 9.9733e-01 0.00267072
753208833 Existing Customer 43 F 5 Uneducated Married $40K - $60K Blue 36 5 3 2 2311.0 1320 991.0 0.658 3967 71 0.690 0.571 1.9094e-04 0.99981000
721241583 Existing Customer 48 F 3 Graduate Married Less than $40K Blue 43 5 3 2 2109.0 1205 904.0 0.514 2935 60 0.935 0.571 1.8665e-04 0.99981000
713695158 Existing Customer 51 F 4 Uneducated Divorced Less than $40K Blue 40 5 4 3 1562.0 1057 505.0 0.807 5019 78 0.696 0.677 3.9421e-04 0.99961000
711540108 Attrited Customer 44 F 4 Doctorate Unknown Unknown Blue 33 5 3 6 1438.3 0 1438.3 0.676 2316 48 0.500 0.000 9.9958e-01 0.00041998
823878408 Existing Customer 39 M 4 Graduate Married $80K - $120K Blue 35 6 2 1 2981.0 757 2224.0 0.764 4824 76 0.810 0.254 7.1987e-05 0.99993000
779533983 Existing Customer 47 M 2 College Divorced $80K - $120K Blue 31 3 1 3 5295.0 723 4572.0 0.793 4412 90 0.579 0.137 9.0064e-05 0.99991000
713583408 Attrited Customer 51 F 4 Graduate Single $40K - $60K Blue 37 2 3 2 4708.0 920 3788.0 0.544 2179 50 1.273 0.195 9.9473e-01 0.00527000
714037308 Existing Customer 54 M 2 High School Married $60K - $80K Blue 50 3 1 3 2210.0 1002 1208.0 0.938 4798 86 0.654 0.453 9.0056e-05 0.99991000
715581633 Existing Customer 53 F 3 Unknown Married $40K - $60K Blue 45 4 3 1 1972.0 0 1972.0 0.761 5085 73 0.587 0.000 1.2373e-04 0.99988000
795684783 Existing Customer 48 M 4 High School Single $60K - $80K Blue 42 5 4 2 2384.0 1596 788.0 0.831 3149 59 0.903 0.669 2.2162e-04 0.99978000
718645308 Existing Customer 35 M 4 College Married Less than $40K Blue 36 3 3 3 2311.0 1222 1089.0 0.674 4730 89 0.745 0.529 3.0845e-04 0.99969000
717870108 Existing Customer 46 F 4 Unknown Unknown $40K - $60K Blue 37 6 4 2 1912.0 1172 740.0 0.827 4841 81 0.884 0.613 2.5058e-04 0.99975000
815515158 Existing Customer 49 F 2 Unknown Single $40K - $60K Blue 44 6 1 3 2147.0 1402 745.0 0.612 4240 69 0.683 0.653 1.0183e-04 0.99990000
713957283 Attrited Customer 42 F 4 Uneducated Married Less than $40K Blue 23 3 2 3 3214.0 0 3214.0 0.435 2119 44 0.517 0.000 9.9518e-01 0.00481999
715058433 Existing Customer 43 F 4 Uneducated Married Less than $40K Blue 36 5 3 3 3006.0 879 2127.0 0.759 5125 87 0.740 0.292 3.2620e-04 0.99967000
794771208 Existing Customer 52 M 3 Unknown Single $80K - $120K Blue 46 5 1 2 2735.0 1942 793.0 0.582 3724 66 0.692 0.710 6.2820e-05 0.99994000
720180633 Existing Customer 50 M 2 College Married $120K + Blue 36 3 2 3 3390.0 2385 1005.0 0.656 4128 73 0.698 0.704 1.8612e-04 0.99981000
815539233 Attrited Customer 54 M 4 High School Single $80K - $120K Silver 49 1 3 4 34516.0 214 34302.0 0.000 1201 22 0.000 0.006 9.9790e-01 0.00209822
778933983 Existing Customer 55 F 0 Uneducated Unknown Unknown Blue 39 4 3 3 11249.0 2012 9237.0 0.659 3882 55 0.964 0.179 2.6692e-04 0.99973000
717960033 Existing Customer 52 F 1 Graduate Single Less than $40K Blue 44 6 3 1 2484.0 1495 989.0 0.922 4084 86 0.536 0.602 1.0182e-04 0.99990000
825368658 Existing Customer 40 F 4 High School Single Less than $40K Blue 36 5 5 3 2932.0 1664 1268.0 0.612 4795 82 0.708 0.568 3.4447e-04 0.99966000
721154208 Existing Customer 60 F 1 Unknown Married Less than $40K Blue 36 3 4 3 2882.0 2081 801.0 0.644 4933 103 0.661 0.722 3.7718e-04 0.99962000
718572408 Existing Customer 45 F 5 Post-Graduate Unknown Less than $40K Blue 36 5 2 3 2658.0 694 1964.0 0.722 4774 92 0.769 0.261 2.3255e-04 0.99977000
749571633 Existing Customer 44 F 2 College Unknown Unknown Blue 37 4 3 3 5589.0 1336 4253.0 0.944 4262 75 1.027 0.239 2.9411e-04 0.99971000
713914683 Existing Customer 44 F 1 Graduate Single $40K - $60K Blue 36 3 4 2 1484.0 885 599.0 0.951 4819 74 0.805 0.596 2.0404e-04 0.99980000
713301633 Existing Customer 57 F 3 Doctorate Single Unknown Blue 36 5 1 1 1678.0 1162 516.0 0.722 4402 87 0.851 0.692 4.9875e-05 0.99995000
711399408 Attrited Customer 34 F 2 Graduate Divorced Unknown Blue 25 2 3 4 12373.0 0 12373.0 0.710 2462 40 0.429 0.000 9.9807e-01 0.00193323
711494208 Existing Customer 52 M 2 Unknown Married Less than $40K Blue 36 3 3 3 2846.0 1606 1240.0 0.697 5092 86 0.792 0.564 3.3251e-04 0.99967000
711716133 Attrited Customer 42 F 3 High School Married $40K - $60K Blue 34 6 3 1 1585.0 1381 204.0 0.706 2360 40 0.379 0.871 9.9095e-01 0.00905000
713906508 Existing Customer 42 F 3 Unknown Single Less than $40K Blue 36 6 3 3 2837.0 834 2003.0 0.427 3892 69 0.408 0.294 3.4503e-04 0.99965000
708768258 Existing Customer 51 F 4 Doctorate Married Less than $40K Blue 43 6 1 2 2066.0 1077 989.0 0.715 4678 91 0.655 0.521 8.3588e-05 0.99992000
719538183 Existing Customer 47 M 1 High School Married $60K - $80K Blue 36 4 4 3 20789.0 0 20789.0 0.820 4105 67 0.718 0.000 3.3359e-04 0.99967000
718957083 Existing Customer 48 F 1 Graduate Single Less than $40K Blue 35 5 2 2 1449.0 0 1449.0 0.785 4797 88 0.913 0.000 1.0684e-04 0.99989000
720872433 Attrited Customer 39 F 1 Uneducated Single $40K - $60K Blue 28 5 3 6 3911.0 0 3911.0 0.897 2867 42 0.556 0.000 9.9934e-01 0.00066030
779403558 Existing Customer 56 F 0 Unknown Married Less than $40K Blue 45 5 1 1 1737.0 0 1737.0 0.653 4611 73 0.973 0.000 3.1329e-05 0.99997000
788994783 Existing Customer 48 F 3 Graduate Single Less than $40K Blue 35 3 4 3 1815.0 557 1258.0 0.672 4519 76 0.854 0.307 3.7935e-04 0.99962000
715530258 Attrited Customer 46 F 2 Post-Graduate Single Unknown Blue 37 1 3 3 4848.0 2517 2331.0 0.651 2353 53 0.828 0.519 9.9720e-01 0.00280059
803380383 Existing Customer 46 F 5 Graduate Divorced Less than $40K Blue 40 3 3 3 1592.0 925 667.0 0.804 4615 90 0.667 0.581 3.1231e-04 0.99969000
716766033 Existing Customer 40 F 4 Unknown Single Less than $40K Blue 31 5 2 3 1768.0 1242 526.0 0.776 4439 65 0.806 0.702 2.2068e-04 0.99978000
757300008 Existing Customer 44 F 2 Graduate Single Unknown Blue 37 4 3 3 8128.0 2344 5784.0 0.788 4251 80 1.051 0.288 3.0251e-04 0.99970000
810986883 Existing Customer 45 F 0 High School Single Unknown Blue 40 5 4 0 2557.0 1898 659.0 0.772 4808 83 0.694 0.742 6.6897e-05 0.99993000
819200133 Existing Customer 44 M 3 Graduate Unknown $60K - $80K Blue 39 5 4 3 2991.0 642 2349.0 0.760 4646 62 0.550 0.215 3.7935e-04 0.99962000
710410158 Attrited Customer 49 M 2 Graduate Unknown $80K - $120K Blue 38 3 4 3 34516.0 0 34516.0 0.482 1592 35 0.346 0.000 9.9727e-01 0.00272694
714488433 Existing Customer 45 M 2 Unknown Married $80K - $120K Blue 36 5 2 3 19099.0 2517 16582.0 0.628 4837 77 0.750 0.132 2.1042e-04 0.99979000
714267858 Existing Customer 44 F 2 High School Single Unknown Blue 37 6 2 1 4559.0 1680 2879.0 0.628 4934 76 0.949 0.369 6.6728e-05 0.99993000
827062158 Existing Customer 58 M 2 High School Single $80K - $120K Blue 54 6 3 2 22981.0 1696 21285.0 0.466 4192 66 0.571 0.074 1.7486e-04 0.99983000
710669733 Existing Customer 38 F 1 Graduate Single $40K - $60K Blue 36 4 2 2 2358.0 1965 393.0 0.614 4922 80 0.600 0.833 1.0684e-04 0.99989000
716498883 Existing Customer 48 M 4 Graduate Single $80K - $120K Blue 36 6 4 1 22067.0 685 21382.0 0.605 3577 64 0.882 0.031 1.3749e-04 0.99986000
780529908 Existing Customer 43 F 3 College Single Less than $40K Blue 30 3 3 2 2023.0 1331 692.0 0.624 5098 79 0.681 0.658 1.8146e-04 0.99982000
714028083 Existing Customer 36 F 1 Unknown Single Unknown Blue 31 6 1 2 2222.0 0 2222.0 0.769 4095 65 0.912 0.000 5.6825e-05 0.99994000
714572208 Existing Customer 59 M 2 Graduate Single $60K - $80K Blue 36 6 3 2 1438.3 788 650.3 0.741 4297 65 0.585 0.548 1.7987e-04 0.99982000
708976908 Attrited Customer 40 M 3 Post-Graduate Single $80K - $120K Blue 36 4 4 3 8958.0 0 8958.0 0.483 2131 43 0.387 0.000 9.9777e-01 0.00223444
721409358 Existing Customer 36 F 1 Uneducated Single Less than $40K Blue 21 3 2 1 1937.0 733 1204.0 0.826 4547 73 0.973 0.378 6.6245e-05 0.99993000
809311758 Existing Customer 40 M 3 Unknown Single $60K - $80K Silver 35 6 3 2 25219.0 1503 23716.0 0.944 4429 87 0.642 0.060 1.8538e-04 0.99981000
712602708 Attrited Customer 36 M 3 Unknown Unknown $80K - $120K Blue 36 4 1 2 1815.0 0 1815.0 0.478 2039 34 0.360 0.000 9.8433e-01 0.01567000
789087858 Existing Customer 60 F 0 Graduate Married $40K - $60K Blue 48 4 2 1 3361.0 2473 888.0 0.895 4589 69 1.029 0.736 5.8902e-05 0.99994000
711264033 Existing Customer 47 M 3 Doctorate Divorced $40K - $60K Blue 36 4 2 3 4786.0 1516 3270.0 0.940 4973 74 0.850 0.317 2.8744e-04 0.99971000
770180808 Existing Customer 37 F 4 Graduate Single Unknown Blue 31 3 3 2 1438.3 0 1438.3 0.919 5001 91 0.625 0.000 1.8864e-04 0.99981000
789271533 Existing Customer 51 F 1 Doctorate Single Less than $40K Blue 40 5 3 2 1438.3 908 530.3 0.615 4653 74 0.897 0.631 2.4431e-04 0.99976000
720152058 Existing Customer 42 F 1 Doctorate Single Less than $40K Blue 35 5 1 3 2725.0 2444 281.0 0.959 4965 85 0.809 0.897 1.2583e-04 0.99987000
826490133 Existing Customer 42 F 4 Uneducated Divorced Unknown Blue 38 6 3 2 10039.0 1600 8439.0 0.700 4685 76 0.900 0.159 1.9396e-04 0.99981000
717966933 Existing Customer 45 F 5 Uneducated Married Unknown Blue 37 3 1 1 2467.0 1446 1021.0 0.730 5024 81 0.620 0.586 3.5257e-05 0.99996000
808669083 Existing Customer 52 F 1 Graduate Married Less than $40K Blue 47 3 1 3 1438.3 0 1438.3 0.775 5015 68 0.789 0.000 8.6952e-05 0.99991000
771422883 Attrited Customer 57 F 3 Graduate Married Less than $40K Blue 45 1 4 2 1759.0 186 1573.0 0.756 2705 35 0.522 0.106 9.9559e-01 0.00441277
717570258 Existing Customer 46 M 5 Graduate Married Less than $40K Blue 35 6 2 2 2206.0 1722 484.0 0.973 4455 67 0.763 0.781 1.1751e-04 0.99988000
708703308 Attrited Customer 35 F 1 Unknown Married $40K - $60K Blue 26 6 4 4 2045.0 1707 338.0 0.577 2183 39 0.696 0.835 9.9845e-01 0.00155100
789508758 Existing Customer 54 F 2 Unknown Single Less than $40K Blue 46 3 2 3 4170.0 641 3529.0 0.815 3669 67 0.595 0.154 2.1042e-04 0.99979000
780653208 Existing Customer 47 F 3 College Married Less than $40K Blue 36 5 4 2 3300.0 2517 783.0 0.940 3784 55 1.115 0.763 2.1930e-04 0.99978000
709077933 Existing Customer 26 F 0 High School Married Less than $40K Blue 18 5 3 2 5422.0 682 4740.0 0.892 4460 62 0.676 0.126 1.5005e-04 0.99985000
715200783 Existing Customer 56 F 2 Graduate Married Unknown Blue 36 6 2 3 2015.0 807 1208.0 0.831 5209 76 0.767 0.400 1.9143e-04 0.99981000
710526633 Existing Customer 47 M 2 Unknown Single $60K - $80K Blue 34 3 3 2 2048.0 1599 449.0 0.613 4855 88 0.872 0.781 1.9771e-04 0.99980000
714186108 Existing Customer 37 F 2 Unknown Single Less than $40K Blue 19 6 5 2 2152.0 1682 470.0 1.051 4126 71 0.972 0.782 2.2083e-04 0.99978000
820047858 Attrited Customer 44 F 4 Graduate Unknown Less than $40K Blue 39 1 4 2 3017.0 1868 1149.0 0.722 2096 50 0.471 0.619 9.9563e-01 0.00436631
708894183 Existing Customer 53 M 3 College Single $120K + Silver 44 4 4 2 34516.0 1073 33443.0 0.558 4485 86 0.755 0.031 1.9815e-04 0.99980000
708186933 Attrited Customer 33 M 1 Graduate Single $60K - $80K Blue 36 4 3 2 1819.0 725 1094.0 0.737 2254 45 0.406 0.399 9.9411e-01 0.00589000
778937583 Existing Customer 46 F 3 Uneducated Married Less than $40K Blue 29 5 1 1 2228.0 1449 779.0 0.610 4382 83 0.694 0.650 3.5437e-05 0.99996000
708498033 Attrited Customer 44 F 3 Unknown Married Less than $40K Blue 36 3 4 6 2279.0 1837 442.0 0.853 2789 52 0.677 0.806 9.9954e-01 0.00046237
815315058 Attrited Customer 48 F 4 High School Married $40K - $60K Blue 43 4 2 2 1438.3 0 1438.3 0.722 2520 45 0.452 0.000 9.9146e-01 0.00854000
751607058 Existing Customer 45 M 2 Doctorate Married $120K + Blue 38 4 3 3 1686.0 0 1686.0 0.812 4413 77 0.750 0.000 4.3772e-04 0.99956000
718194858 Existing Customer 48 F 5 Graduate Single Unknown Blue 35 5 2 3 1942.0 1488 454.0 0.816 4940 88 0.796 0.766 1.9764e-04 0.99980000
827123883 Existing Customer 53 M 4 High School Single $60K - $80K Blue 49 5 1 2 3858.0 0 3858.0 0.670 4472 92 0.614 0.000 5.6153e-05 0.99994000
711473058 Existing Customer 44 M 4 Graduate Divorced $60K - $80K Blue 32 6 3 2 11651.0 1368 10283.0 0.563 3870 64 0.561 0.117 1.8864e-04 0.99981000
715197633 Existing Customer 43 M 3 Uneducated Unknown $40K - $60K Blue 38 5 4 2 9449.0 1914 7535.0 0.870 4658 93 0.722 0.203 2.3192e-04 0.99977000
713512308 Attrited Customer 50 F 0 Graduate Single Less than $40K Blue 41 2 3 1 3423.0 0 3423.0 0.505 2229 45 0.406 0.000 9.8937e-01 0.01063000
790023408 Existing Customer 47 F 3 Unknown Single Less than $40K Blue 39 6 2 1 2915.0 2422 493.0 0.576 4037 83 0.766 0.831 7.8291e-05 0.99992000
720403008 Existing Customer 50 F 3 Uneducated Married Unknown Blue 38 4 4 1 11486.0 0 11486.0 0.383 4918 79 0.549 0.000 1.3987e-04 0.99986000
709581483 Attrited Customer 40 F 4 Doctorate Married Less than $40K Blue 21 1 2 1 2984.0 2517 467.0 0.574 2373 53 0.359 0.843 9.9049e-01 0.00951000
711201108 Attrited Customer 37 F 3 High School Single Less than $40K Blue 29 3 3 3 1653.0 0 1653.0 0.517 2284 35 0.296 0.000 9.9673e-01 0.00326528
708784083 Existing Customer 47 F 3 Uneducated Single Less than $40K Blue 36 5 2 1 2723.0 1588 1135.0 0.852 4307 83 0.844 0.583 7.3235e-05 0.99993000
712838358 Existing Customer 40 F 4 Uneducated Married Less than $40K Blue 31 5 2 3 1438.3 0 1438.3 0.553 4702 84 0.714 0.000 2.0643e-04 0.99979000
714887808 Attrited Customer 43 F 1 Uneducated Single Less than $40K Blue 36 1 3 2 1818.0 0 1818.0 0.758 2279 50 0.724 0.000 9.9427e-01 0.00573000
716581983 Existing Customer 56 F 0 College Married $40K - $60K Blue 36 5 2 3 4384.0 929 3455.0 0.678 4792 91 0.750 0.212 1.5971e-04 0.99984000
716930133 Existing Customer 43 F 3 High School Unknown Less than $40K Blue 36 3 3 2 1824.0 0 1824.0 0.797 4594 86 0.654 0.000 1.8145e-04 0.99982000
808981608 Existing Customer 50 F 2 Uneducated Married Less than $40K Blue 45 4 1 0 5452.0 540 4912.0 0.539 4220 66 0.737 0.099 2.0889e-05 0.99998000
709714008 Attrited Customer 50 F 1 Unknown Single Unknown Blue 39 6 3 3 9248.0 0 9248.0 0.613 2325 45 0.552 0.000 9.9681e-01 0.00319278
811942983 Existing Customer 55 M 2 High School Married $120K + Blue 50 3 2 3 17627.0 1756 15871.0 0.757 4836 74 0.721 0.100 1.8610e-04 0.99981000
715565058 Existing Customer 27 F 1 Uneducated Unknown Less than $40K Blue 16 3 1 2 1438.3 0 1438.3 0.469 4479 70 0.628 0.000 5.3155e-05 0.99995000
714519408 Attrited Customer 44 F 3 College Married Less than $40K Blue 36 2 3 3 5357.0 2139 3218.0 0.499 1979 48 0.655 0.399 9.9674e-01 0.00326498
719153433 Existing Customer 49 F 4 Uneducated Married Unknown Blue 38 4 2 1 2542.0 850 1692.0 0.723 4972 79 0.717 0.334 7.4017e-05 0.99993000
809127858 Existing Customer 51 F 1 Post-Graduate Single $40K - $60K Blue 46 4 1 3 2275.0 1219 1056.0 0.639 4807 72 0.600 0.536 1.0231e-04 0.99990000
712740108 Attrited Customer 43 F 4 Uneducated Divorced Less than $40K Blue 33 6 3 1 1706.0 0 1706.0 0.601 2371 45 0.500 0.000 9.9152e-01 0.00848000
720251358 Attrited Customer 54 F 2 High School Divorced Less than $40K Blue 36 6 3 1 3591.0 2517 1074.0 0.665 2313 43 0.536 0.701 9.9061e-01 0.00939000
713935533 Existing Customer 44 M 3 Graduate Single $40K - $60K Silver 29 5 1 3 19360.0 870 18490.0 0.532 3966 78 0.902 0.045 8.6856e-05 0.99991000
710243208 Existing Customer 56 F 4 Unknown Married Less than $40K Blue 44 3 3 2 1707.0 0 1707.0 0.683 4846 80 0.569 0.000 2.0735e-04 0.99979000
708870408 Existing Customer 53 M 4 Unknown Single Less than $40K Blue 43 6 3 1 3844.0 2079 1765.0 0.755 4271 56 0.806 0.541 1.2505e-04 0.99987000
795844983 Existing Customer 45 F 3 High School Married $40K - $60K Blue 39 6 4 1 2851.0 0 2851.0 0.482 3916 64 0.829 0.000 1.3224e-04 0.99987000
828294933 Attrited Customer 49 F 3 High School Married Less than $40K Blue 45 3 2 3 2951.0 2437 514.0 0.765 2519 36 0.565 0.826 9.9485e-01 0.00515000
713531808 Existing Customer 38 F 1 Doctorate Married Less than $40K Blue 28 6 1 1 1438.3 0 1438.3 0.813 4475 74 0.644 0.000 4.5115e-05 0.99995000
712307283 Attrited Customer 54 M 1 College Single $120K + Blue 37 6 2 3 9090.0 2517 6573.0 0.661 2239 43 0.720 0.277 9.9431e-01 0.00569000
715778358 Existing Customer 45 M 5 Graduate Married $120K + Blue 26 6 3 2 34516.0 797 33719.0 1.133 3643 59 1.034 0.023 1.8570e-04 0.99981000
778910883 Attrited Customer 53 M 2 Unknown Married $80K - $120K Blue 34 4 3 2 1837.0 875 962.0 0.580 2169 43 0.654 0.476 9.9497e-01 0.00503000
710637183 Existing Customer 48 F 4 Graduate Single Unknown Blue 40 3 3 3 2300.0 1906 394.0 0.803 4538 71 0.868 0.829 3.1726e-04 0.99968000
712781883 Existing Customer 36 F 1 Uneducated Married Less than $40K Blue 36 6 1 3 2611.0 537 2074.0 0.848 5121 83 0.804 0.206 8.9404e-05 0.99991000
709664658 Existing Customer 40 M 4 Unknown Unknown $80K - $120K Blue 27 4 3 2 22863.0 927 21936.0 0.569 4071 69 0.725 0.041 2.0735e-04 0.99979000
717574683 Existing Customer 53 F 3 Unknown Married $40K - $60K Blue 46 6 3 1 2192.0 1146 1046.0 0.622 4756 85 0.735 0.523 1.2373e-04 0.99988000
771497283 Existing Customer 40 F 2 High School Divorced Less than $40K Blue 28 4 6 3 2917.0 1310 1607.0 0.757 4736 79 0.795 0.449 2.3216e-04 0.99977000
714991608 Existing Customer 41 F 3 High School Single $40K - $60K Blue 31 3 3 2 1438.3 913 525.3 0.981 4300 68 0.619 0.635 1.8145e-04 0.99982000
779848383 Attrited Customer 37 F 3 Graduate Single Less than $40K Blue 21 4 2 2 1784.0 577 1207.0 0.542 2348 47 0.516 0.323 9.9161e-01 0.00839000
715495308 Existing Customer 43 F 4 Graduate Single Less than $40K Blue 36 5 4 1 8919.0 2231 6688.0 0.562 3923 73 1.028 0.250 1.3749e-04 0.99986000
712431183 Existing Customer 52 F 2 Uneducated Single Less than $40K Blue 37 4 3 1 2164.0 0 2164.0 0.688 5282 80 0.818 0.000 1.1153e-04 0.99989000
714895608 Existing Customer 48 F 2 Unknown Single Unknown Blue 38 4 4 3 2792.0 1375 1417.0 0.854 4364 62 0.879 0.492 4.0183e-04 0.99960000
718324983 Existing Customer 60 F 0 College Married Less than $40K Blue 49 5 3 3 1634.0 1155 479.0 0.874 4522 83 0.766 0.707 2.5239e-04 0.99975000
713541033 Existing Customer 39 F 1 College Single Less than $40K Blue 32 4 2 3 2144.0 1557 587.0 0.775 4571 85 0.848 0.726 1.7470e-04 0.99983000
771989733 Existing Customer 37 M 2 Unknown Single $40K - $60K Blue 26 4 1 2 3664.0 1449 2215.0 0.712 4413 65 0.548 0.395 6.0540e-05 0.99994000
789698733 Existing Customer 40 F 4 Uneducated Married Less than $40K Blue 27 5 3 1 4788.0 1088 3700.0 0.808 4438 78 0.950 0.227 1.1697e-04 0.99988000
787514433 Existing Customer 34 F 3 College Married Less than $40K Blue 23 3 3 3 2164.0 1176 988.0 0.835 5075 71 0.868 0.543 3.0519e-04 0.99969000
811081083 Existing Customer 48 F 3 Uneducated Single Less than $40K Blue 43 5 4 2 1532.0 1183 349.0 0.617 4359 78 0.857 0.772 2.3192e-04 0.99977000
717371583 Attrited Customer 56 F 2 Uneducated Single Less than $40K Blue 36 1 3 5 1883.0 400 1483.0 0.528 1954 45 0.500 0.212 9.9891e-01 0.00108742
715579233 Existing Customer 44 F 3 Doctorate Single $40K - $60K Blue 40 4 1 3 3659.0 1356 2303.0 0.715 4861 74 0.762 0.371 1.3910e-04 0.99986000
781930233 Existing Customer 47 F 2 High School Married Less than $40K Blue 37 6 1 1 2946.0 2338 608.0 0.580 4717 70 0.628 0.794 3.2288e-05 0.99997000
716825808 Existing Customer 45 F 3 Uneducated Divorced Less than $40K Blue 36 5 1 0 2697.0 2216 481.0 0.681 4063 75 0.786 0.822 2.1676e-05 0.99998000
757053408 Existing Customer 47 F 1 Graduate Single Unknown Blue 40 3 1 3 3811.0 1970 1841.0 0.828 3578 76 0.689 0.517 8.6952e-05 0.99991000
788418933 Existing Customer 35 F 2 Graduate Married $40K - $60K Blue 27 5 2 3 1613.0 1085 528.0 0.659 5000 85 0.848 0.673 1.9143e-04 0.99981000
788898933 Existing Customer 42 F 4 College Married Less than $40K Blue 27 6 2 1 2043.0 0 2043.0 1.019 5198 77 0.711 0.000 6.9988e-05 0.99993000
712163433 Attrited Customer 47 M 3 Uneducated Married $40K - $60K Blue 29 1 2 4 1684.0 644 1040.0 0.723 2164 36 0.714 0.382 9.9714e-01 0.00286097
717343833 Existing Customer 47 F 5 Uneducated Unknown Unknown Blue 34 4 1 3 3127.0 2094 1033.0 0.709 4518 86 0.830 0.670 9.8335e-05 0.99990000
820868508 Existing Customer 47 M 2 College Married $40K - $60K Blue 43 3 4 1 7106.0 736 6370.0 0.687 5192 75 0.562 0.104 1.2746e-04 0.99987000
789240258 Existing Customer 50 F 2 Uneducated Single $40K - $60K Blue 35 4 3 1 2784.0 2458 326.0 0.798 4904 81 0.800 0.883 1.1153e-04 0.99989000
716951658 Existing Customer 51 F 3 High School Single $40K - $60K Blue 38 5 3 1 5536.0 0 5536.0 0.695 4281 82 0.822 0.000 1.0943e-04 0.99989000
718932633 Existing Customer 45 F 3 College Married Less than $40K Blue 35 3 2 2 1717.0 1156 561.0 0.647 4301 64 0.641 0.673 1.1483e-04 0.99989000
711487533 Attrited Customer 47 F 3 Unknown Married Less than $40K Blue 38 3 3 2 1438.3 0 1438.3 0.198 1687 38 0.226 0.000 9.9515e-01 0.00484967
715306983 Attrited Customer 42 M 5 High School Married $60K - $80K Blue 36 1 2 3 1866.0 0 1866.0 0.798 2833 42 0.355 0.000 9.9482e-01 0.00518000
712771233 Existing Customer 52 M 3 Unknown Single $80K - $120K Blue 36 3 4 1 2516.0 1268 1248.0 0.751 4461 80 0.818 0.504 1.4953e-04 0.99985000
789637308 Attrited Customer 45 F 2 College Divorced $40K - $60K Blue 39 4 3 4 3076.0 0 3076.0 0.734 2580 50 0.429 0.000 9.9801e-01 0.00198835
717247383 Existing Customer 48 M 4 Graduate Single $40K - $60K Blue 36 5 2 3 7514.0 0 7514.0 0.514 4789 69 0.408 0.000 2.0077e-04 0.99980000
714842208 Existing Customer 52 F 2 Graduate Married $40K - $60K Blue 36 6 4 2 2804.0 1782 1022.0 0.698 4357 69 0.605 0.636 2.1738e-04 0.99978000
794172033 Attrited Customer 58 F 1 Post-Graduate Divorced Less than $40K Blue 52 4 1 3 1817.0 0 1817.0 0.503 2347 45 0.452 0.000 9.9032e-01 0.00968000
713592408 Existing Customer 43 F 3 High School Married Less than $40K Blue 28 3 3 2 2590.0 0 2590.0 0.630 3391 66 0.833 0.000 1.8145e-04 0.99982000
709314408 Existing Customer 39 F 2 College Single $40K - $60K Blue 29 5 3 1 4938.0 1593 3345.0 0.700 4516 82 0.783 0.323 1.0546e-04 0.99989000
715957233 Existing Customer 53 M 3 College Single $60K - $80K Blue 36 5 1 1 19940.0 2018 17922.0 0.420 4694 75 0.786 0.101 3.3508e-05 0.99997000
719414658 Existing Customer 52 F 0 Graduate Single Unknown Blue 36 3 4 1 12366.0 0 12366.0 0.738 4880 76 0.900 0.000 1.1250e-04 0.99989000
719632683 Existing Customer 40 M 3 Graduate Single $40K - $60K Blue 30 6 3 3 2583.0 2235 348.0 0.508 4500 83 0.509 0.865 3.1390e-04 0.99969000
708136908 Existing Customer 62 F 0 Graduate Single Less than $40K Blue 53 5 2 2 2616.0 801 1815.0 0.719 4655 68 0.511 0.306 9.7673e-05 0.99990000
721393083 Existing Customer 52 F 3 Unknown Single $40K - $60K Blue 45 5 3 1 6053.0 577 5476.0 0.850 5035 64 1.370 0.095 1.2373e-04 0.99988000
714520233 Attrited Customer 59 F 0 Graduate Married Less than $40K Blue 36 2 3 2 1708.0 0 1708.0 0.443 1992 38 0.357 0.000 9.9356e-01 0.00644000
709455108 Existing Customer 49 F 4 Unknown Married Less than $40K Blue 33 3 2 1 2393.0 1667 726.0 0.974 3768 79 0.681 0.697 7.9128e-05 0.99992000
767058183 Existing Customer 53 F 1 Graduate Divorced Less than $40K Blue 46 5 4 3 3424.0 1333 2091.0 0.667 4485 61 0.694 0.389 3.4315e-04 0.99966000
770800683 Existing Customer 48 F 3 Post-Graduate Married Less than $40K Blue 35 3 3 3 2640.0 2133 507.0 1.008 4956 72 0.846 0.808 3.6935e-04 0.99963000
779651058 Existing Customer 59 F 0 Unknown Single $40K - $60K Blue 42 6 2 2 1931.0 1409 522.0 0.887 4797 65 0.625 0.730 1.0736e-04 0.99989000
710443833 Existing Customer 50 M 2 Unknown Single $120K + Blue 38 4 4 2 2123.0 995 1128.0 0.626 4516 78 0.625 0.469 2.3893e-04 0.99976000
717725433 Attrited Customer 54 F 2 Graduate Married $40K - $60K Blue 44 3 4 2 1606.0 0 1606.0 0.763 2258 37 0.609 0.000 9.9542e-01 0.00457826
720600858 Existing Customer 41 M 4 Graduate Married $60K - $80K Blue 26 5 2 2 5633.0 1395 4238.0 0.542 3695 75 0.630 0.248 1.1937e-04 0.99988000
717797658 Existing Customer 57 F 2 Graduate Married Less than $40K Blue 45 6 2 2 1438.3 740 698.3 0.698 4970 87 0.933 0.514 1.1382e-04 0.99989000
779458383 Existing Customer 50 F 3 High School Married Less than $40K Blue 32 6 2 3 2590.0 2087 503.0 0.700 4248 73 0.780 0.806 1.9311e-04 0.99981000
788767983 Existing Customer 43 M 5 Unknown Single $60K - $80K Blue 24 3 1 3 4556.0 0 4556.0 0.961 4273 82 0.640 0.000 1.0512e-04 0.99989000
711994458 Existing Customer 47 F 4 High School Married Unknown Blue 39 6 4 0 1537.0 0 1537.0 0.712 4234 75 0.786 0.000 8.1758e-05 0.99992000
713948808 Existing Customer 55 M 3 High School Single $60K - $80K Blue 47 3 2 2 1602.0 962 640.0 0.834 4873 97 0.764 0.600 1.1482e-04 0.99989000
710456658 Existing Customer 50 F 4 Graduate Married Less than $40K Blue 31 4 2 1 2080.0 1799 281.0 0.651 5130 82 0.864 0.865 7.1987e-05 0.99993000
771531708 Existing Customer 46 F 2 Unknown Single Unknown Blue 34 6 3 1 7565.0 887 6678.0 0.810 4683 87 0.642 0.117 1.1924e-04 0.99988000
713546883 Existing Customer 47 M 2 Graduate Divorced $60K - $80K Blue 29 5 2 3 4786.0 1553 3233.0 0.610 5039 76 0.810 0.324 1.9143e-04 0.99981000
711447783 Existing Customer 53 F 2 Graduate Single Less than $40K Blue 38 4 2 3 2375.0 1353 1022.0 0.804 5000 76 0.617 0.570 1.9143e-04 0.99981000
713746608 Existing Customer 48 F 2 High School Married Unknown Blue 37 3 2 2 8446.0 908 7538.0 0.604 4240 67 0.763 0.108 1.1065e-04 0.99989000
718020408 Existing Customer 60 F 1 Graduate Married Less than $40K Blue 36 3 4 3 1977.0 545 1432.0 0.901 4393 72 0.946 0.276 3.4315e-04 0.99966000
719475633 Existing Customer 42 M 3 Post-Graduate Married $80K - $120K Blue 30 6 2 3 13908.0 0 13908.0 0.719 4319 81 0.976 0.000 2.3373e-04 0.99977000
719654283 Existing Customer 52 F 2 Graduate Married $40K - $60K Silver 42 3 3 2 19220.0 0 19220.0 0.997 4642 81 0.761 0.000 1.6253e-04 0.99984000
720114633 Existing Customer 44 F 5 High School Single Less than $40K Blue 30 3 3 1 2709.0 1726 983.0 0.698 5056 89 0.780 0.637 1.0887e-04 0.99989000
816315558 Existing Customer 38 M 1 High School Single $60K - $80K Blue 33 5 4 1 1503.0 879 624.0 0.776 4439 77 0.604 0.585 1.1962e-04 0.99988000
712567083 Existing Customer 51 M 1 High School Married $80K - $120K Blue 36 5 2 2 9186.0 0 9186.0 0.658 4986 88 0.760 0.000 1.0386e-04 0.99990000
711302883 Existing Customer 50 F 0 Graduate Single Less than $40K Blue 46 3 2 2 2165.0 1392 773.0 0.734 4194 72 0.946 0.643 9.7673e-05 0.99990000
719775408 Existing Customer 41 F 4 High School Single Unknown Blue 36 4 2 3 1438.3 0 1438.3 0.585 5020 85 0.700 0.000 1.9517e-04 0.99980000
712070208 Existing Customer 61 F 1 College Single Unknown Blue 50 4 4 1 6673.0 2458 4215.0 0.625 4141 82 0.547 0.368 1.1963e-04 0.99988000
718641483 Existing Customer 53 F 3 Graduate Married Less than $40K Blue 42 3 1 1 2404.0 1109 1295.0 0.639 4519 72 0.636 0.461 3.4465e-05 0.99997000
710690733 Attrited Customer 47 F 3 Graduate Married Less than $40K Blue 35 4 3 2 1666.0 0 1666.0 0.920 2816 38 0.520 0.000 9.9467e-01 0.00533000
718441308 Existing Customer 41 M 2 Graduate Single $60K - $80K Blue 31 3 1 3 8228.0 1935 6293.0 0.627 4933 68 0.545 0.235 9.2637e-05 0.99991000
772243833 Existing Customer 54 F 0 Doctorate Single Less than $40K Blue 43 4 1 3 3186.0 968 2218.0 0.696 4077 75 0.630 0.304 1.1504e-04 0.99988000
711992133 Existing Customer 53 F 1 Uneducated Married Less than $40K Blue 41 4 2 2 2596.0 868 1728.0 0.743 4801 72 0.714 0.334 1.0985e-04 0.99989000
779084208 Attrited Customer 43 F 3 High School Divorced Less than $40K Blue 24 4 2 2 1662.0 613 1049.0 0.868 2326 31 0.550 0.369 9.9137e-01 0.00863000
715304958 Attrited Customer 42 F 3 Graduate Single Less than $40K Blue 27 6 2 2 2053.0 0 2053.0 0.866 3053 50 0.562 0.000 9.9161e-01 0.00839000
713179083 Existing Customer 32 F 2 Uneducated Single Unknown Blue 25 3 2 1 3193.0 1533 1660.0 0.936 4419 75 0.786 0.480 7.0576e-05 0.99993000
709836258 Existing Customer 45 F 4 Graduate Married Less than $40K Blue 41 5 1 2 1927.0 1337 590.0 0.667 5127 81 0.653 0.694 5.7762e-05 0.99994000
715950483 Attrited Customer 39 F 1 Uneducated Married $40K - $60K Blue 27 3 3 3 2821.0 725 2096.0 0.704 2397 35 0.296 0.257 9.9659e-01 0.00341249
798281808 Existing Customer 48 M 4 High School Married $60K - $80K Blue 42 5 4 3 3879.0 1214 2665.0 0.924 5158 79 0.681 0.313 3.7272e-04 0.99963000
720414558 Existing Customer 56 F 2 Unknown Married Less than $40K Blue 36 6 2 1 1971.0 922 1049.0 0.762 4827 84 0.867 0.468 7.5449e-05 0.99992000
713509908 Existing Customer 48 F 2 Graduate Married Unknown Blue 35 3 1 1 1755.0 1058 697.0 0.697 4719 90 0.800 0.603 3.3214e-05 0.99997000
711919608 Attrited Customer 42 F 3 Graduate Married Less than $40K Blue 36 4 3 2 2031.0 1720 311.0 0.713 2702 32 0.778 0.847 9.9467e-01 0.00533000
709993158 Existing Customer 46 F 2 Graduate Married Less than $40K Blue 31 5 2 0 2330.0 1584 746.0 0.780 3917 71 0.651 0.680 4.1986e-05 0.99996000
767815233 Existing Customer 46 F 3 College Married Less than $40K Blue 40 6 4 2 1438.3 0 1438.3 0.714 4283 88 0.833 0.000 2.1930e-04 0.99978000
717624708 Attrited Customer 59 M 2 High School Divorced Less than $40K Blue 51 6 5 3 1438.3 0 1438.3 0.734 2589 49 0.690 0.000 9.9697e-01 0.00303426
720015183 Existing Customer 60 M 1 Graduate Married $120K + Blue 46 6 3 1 5130.0 2048 3082.0 0.776 4601 88 0.760 0.399 1.0182e-04 0.99990000
778236858 Existing Customer 54 F 2 Graduate Married Unknown Blue 42 4 1 1 11794.0 1018 10776.0 0.898 5547 87 0.706 0.086 3.3214e-05 0.99997000
789095958 Attrited Customer 50 M 1 Unknown Single $60K - $80K Blue 38 4 3 3 7603.0 744 6859.0 0.711 2497 42 0.273 0.098 9.9681e-01 0.00319278
713736333 Attrited Customer 41 F 3 Uneducated Married $40K - $60K Blue 36 1 3 4 3606.0 0 3606.0 0.370 1829 41 0.519 0.000 9.9819e-01 0.00181217
717836733 Existing Customer 49 F 1 Graduate Married Less than $40K Blue 36 6 2 1 5153.0 1378 3775.0 0.744 4274 81 0.723 0.267 6.4428e-05 0.99994000
712619808 Existing Customer 47 F 3 College Single Less than $40K Blue 36 3 2 1 2500.0 1169 1331.0 0.638 4265 87 0.812 0.468 6.9248e-05 0.99993000
712221408 Existing Customer 42 M 4 Graduate Single $40K - $60K Blue 33 5 3 2 2654.0 1489 1165.0 0.668 4767 82 0.673 0.561 1.8864e-04 0.99981000
714213708 Attrited Customer 35 F 3 College Single Less than $40K Blue 25 4 3 2 3611.0 2517 1094.0 0.537 2178 45 0.552 0.697 9.9452e-01 0.00548000
720289533 Existing Customer 47 F 4 Unknown Married Unknown Blue 42 5 2 3 1882.0 1143 739.0 0.638 4536 85 0.889 0.607 2.2068e-04 0.99978000
709469658 Existing Customer 47 M 3 Unknown Single $80K - $120K Blue 36 3 1 2 7421.0 0 7421.0 0.708 4353 75 0.786 0.000 6.2820e-05 0.99994000
772323033 Existing Customer 44 F 4 Graduate Single Less than $40K Blue 33 3 2 2 4606.0 1556 3050.0 0.676 4363 78 0.660 0.338 1.1937e-04 0.99988000
742572558 Existing Customer 32 F 0 High School Divorced Unknown Blue 25 5 3 1 12268.0 1165 11103.0 0.832 4905 82 0.822 0.095 9.0493e-05 0.99991000
718848183 Existing Customer 50 M 2 Post-Graduate Married $80K - $120K Blue 42 6 1 1 9873.0 1276 8597.0 0.791 4613 82 0.745 0.129 3.9082e-05 0.99996000
719034183 Existing Customer 46 F 3 Graduate Single Less than $40K Blue 38 5 1 3 1555.0 1366 189.0 0.704 5490 86 0.755 0.878 9.6126e-05 0.99990000
720142308 Attrited Customer 52 F 2 Graduate Married Less than $40K Blue 36 5 3 4 2160.0 0 2160.0 0.645 2360 56 0.647 0.000 9.9807e-01 0.00193323
771872733 Existing Customer 38 M 0 Unknown Married $60K - $80K Blue 26 5 2 1 3809.0 1521 2288.0 0.692 4666 69 0.865 0.399 6.4745e-05 0.99994000
718816158 Existing Customer 44 F 3 High School Single Less than $40K Blue 33 3 3 3 5362.0 1984 3378.0 0.664 3851 87 0.642 0.370 3.0516e-04 0.99969000
720003558 Existing Customer 43 F 1 Graduate Unknown Less than $40K Blue 32 4 4 3 1834.0 1416 418.0 0.868 5653 79 0.927 0.772 3.4315e-04 0.99966000
818993508 Existing Customer 52 F 3 Graduate Married Less than $40K Blue 47 4 4 2 2577.0 879 1698.0 0.740 5021 75 0.744 0.341 2.2556e-04 0.99977000
715672458 Existing Customer 47 M 5 Graduate Single $60K - $80K Blue 36 6 3 2 2721.0 1264 1457.0 0.796 4557 71 0.972 0.465 1.8570e-04 0.99981000
789820308 Existing Customer 50 F 3 Graduate Married Less than $40K Blue 40 3 2 2 2925.0 2065 860.0 0.692 3913 47 1.474 0.706 1.1811e-04 0.99988000
819688458 Attrited Customer 44 F 5 Graduate Unknown Less than $40K Blue 39 6 3 2 1545.0 0 1545.0 0.749 2646 39 0.444 0.000 9.9464e-01 0.00536000
710785383 Attrited Customer 49 F 2 Graduate Married Less than $40K Blue 39 3 3 1 2212.0 0 2212.0 0.942 2394 55 0.897 0.000 9.9087e-01 0.00913000
712837233 Existing Customer 46 M 2 High School Single $120K + Blue 36 3 1 3 13001.0 1482 11519.0 0.552 3671 55 0.528 0.114 9.0056e-05 0.99991000
713597658 Attrited Customer 36 F 3 Uneducated Single Less than $40K Blue 22 3 3 1 2784.0 2378 406.0 0.525 2021 57 0.676 0.854 9.9143e-01 0.00857000
713953383 Attrited Customer 50 M 1 Post-Graduate Single $60K - $80K Blue 36 4 3 2 2317.0 0 2317.0 0.734 2214 41 0.519 0.000 9.9499e-01 0.00501000
716891583 Existing Customer 41 F 3 High School Unknown Less than $40K Blue 36 5 2 0 1867.0 970 897.0 0.828 4537 60 1.000 0.520 4.2354e-05 0.99996000
716510658 Attrited Customer 50 F 0 Doctorate Single Less than $40K Blue 38 4 3 3 2595.0 2353 242.0 0.924 2526 41 0.577 0.907 9.9735e-01 0.00265408
708125733 Existing Customer 46 F 2 College Divorced Less than $40K Blue 36 4 3 1 1438.3 0 1438.3 0.906 4311 77 0.833 0.000 1.0546e-04 0.99989000
716484333 Existing Customer 46 F 2 Graduate Married Less than $40K Blue 40 6 1 2 1696.0 1177 519.0 0.686 4410 84 0.826 0.694 5.5077e-05 0.99994000
708519108 Attrited Customer 46 F 1 Graduate Married Unknown Blue 24 3 3 2 2694.0 1576 1118.0 0.494 2041 57 0.900 0.585 9.9411e-01 0.00589000
719740008 Attrited Customer 51 F 4 High School Married Less than $40K Blue 41 3 3 4 2791.0 940 1851.0 0.813 2584 49 0.441 0.337 9.9810e-01 0.00189625
717087858 Existing Customer 51 F 1 Graduate Single $40K - $60K Blue 36 3 3 1 2146.0 967 1179.0 0.569 4253 74 0.721 0.451 1.0182e-04 0.99990000
711605208 Attrited Customer 61 M 0 Uneducated Married $80K - $120K Blue 43 3 3 5 1438.3 0 1438.3 0.700 1958 47 0.424 0.000 9.9873e-01 0.00126699
714882258 Existing Customer 38 F 2 College Married Unknown Blue 36 6 1 2 1438.3 730 708.3 0.921 4583 67 0.914 0.508 5.3547e-05 0.99995000
792300858 Existing Customer 44 F 3 Graduate Divorced $40K - $60K Blue 38 3 2 2 4269.0 1852 2417.0 0.682 4178 75 0.630 0.434 1.1811e-04 0.99988000
766550808 Existing Customer 45 F 3 Graduate Married $40K - $60K Blue 38 3 6 1 4195.0 2440 1755.0 0.889 4430 72 0.714 0.582 8.8856e-05 0.99991000
718941183 Existing Customer 48 F 1 College Married Less than $40K Blue 38 5 2 2 1832.0 748 1084.0 0.879 4376 87 0.812 0.408 1.0387e-04 0.99990000
708516558 Existing Customer 37 F 2 High School Married Less than $40K Blue 36 3 2 1 2588.0 1782 806.0 0.546 4159 83 0.766 0.689 6.6728e-05 0.99993000
709350783 Existing Customer 63 F 0 Unknown Single Less than $40K Blue 36 6 1 1 4847.0 1856 2991.0 0.610 4712 76 0.810 0.383 3.1329e-05 0.99997000
771230508 Existing Customer 46 F 4 College Married $40K - $60K Blue 33 4 1 1 2423.0 429 1994.0 0.625 4717 80 0.739 0.177 3.3866e-05 0.99997000
710978058 Existing Customer 50 F 0 Uneducated Single $40K - $60K Blue 41 6 2 3 7507.0 1697 5810.0 1.098 4651 71 1.029 0.226 1.6891e-04 0.99983000
713405133 Existing Customer 51 M 2 College Married $120K + Blue 43 5 2 3 5232.0 1923 3309.0 0.629 4976 93 0.661 0.368 1.8612e-04 0.99981000
710723958 Existing Customer 43 F 3 Uneducated Single Unknown Blue 32 5 1 1 1438.3 491 947.3 0.494 5016 86 0.593 0.341 3.5437e-05 0.99996000
823840458 Existing Customer 47 F 1 High School Married Unknown Blue 43 4 2 2 1828.0 1517 311.0 0.661 4542 82 0.577 0.830 1.0386e-04 0.99990000
791754258 Existing Customer 49 F 5 Graduate Married Unknown Blue 43 4 3 2 2557.0 2351 206.0 0.807 4342 73 1.147 0.919 1.8570e-04 0.99981000
789472833 Existing Customer 42 F 2 College Divorced Less than $40K Blue 33 3 3 1 2283.0 1690 593.0 0.874 4377 64 0.488 0.740 1.0546e-04 0.99989000
711099408 Existing Customer 35 F 4 High School Single Less than $40K Blue 25 5 2 3 2684.0 1658 1026.0 0.669 4657 76 1.000 0.618 1.9517e-04 0.99980000
745853283 Existing Customer 38 F 1 Graduate Married Unknown Blue 31 3 1 3 7234.0 0 7234.0 0.899 5198 75 1.083 0.000 8.6952e-05 0.99991000
717790233 Existing Customer 37 F 2 College Single $40K - $60K Blue 26 3 2 3 1438.3 743 695.3 0.561 4730 80 0.778 0.517 1.8612e-04 0.99981000
818791833 Existing Customer 42 F 3 Graduate Married Less than $40K Blue 37 4 2 1 2730.0 1303 1427.0 1.308 4750 76 0.900 0.477 7.1226e-05 0.99993000
714981483 Existing Customer 50 F 3 High School Married Unknown Blue 38 4 2 1 2808.0 1720 1088.0 0.836 5137 81 0.723 0.613 6.9242e-05 0.99993000
719373558 Existing Customer 42 F 3 Unknown Single Less than $40K Blue 36 6 1 1 6275.0 0 6275.0 0.790 4308 75 0.786 0.000 3.7884e-05 0.99996000
823609383 Existing Customer 43 F 4 College Unknown $40K - $60K Blue 39 4 1 3 1438.3 0 1438.3 0.680 4528 83 1.128 0.000 9.4455e-05 0.99991000
714408933 Attrited Customer 44 M 4 Graduate Single $80K - $120K Blue 36 4 2 2 10834.0 0 10834.0 0.522 2249 51 0.594 0.000 9.9169e-01 0.00831000
713661933 Existing Customer 44 F 1 College Married Less than $40K Blue 33 5 1 3 1522.0 0 1522.0 0.783 4835 70 0.489 0.000 8.4537e-05 0.99992000
716218908 Existing Customer 48 F 4 Doctorate Single Unknown Blue 39 6 1 1 2845.0 919 1926.0 0.652 2635 43 1.263 0.323 5.0408e-05 0.99995000
818710233 Existing Customer 41 F 2 Graduate Married $40K - $60K Blue 36 6 2 3 2329.0 1271 1058.0 0.729 4382 70 0.667 0.546 1.9143e-04 0.99981000
719463708 Existing Customer 47 F 1 Uneducated Single $40K - $60K Blue 34 5 1 3 2099.0 1164 935.0 0.717 4471 80 0.667 0.555 8.9404e-05 0.99991000
817958733 Existing Customer 42 F 2 Uneducated Married Unknown Blue 37 6 1 1 5099.0 958 4141.0 0.607 4025 73 0.521 0.188 3.4150e-05 0.99997000
708397008 Existing Customer 54 F 4 Graduate Married Unknown Blue 43 3 2 3 3805.0 821 2984.0 0.807 4326 67 0.811 0.216 2.0077e-04 0.99980000
720547533 Existing Customer 47 F 2 High School Married Unknown Blue 32 3 2 1 11438.0 0 11438.0 0.815 4346 90 0.915 0.000 6.6728e-05 0.99993000
708780783 Existing Customer 43 F 3 Graduate Single $40K - $60K Blue 33 4 3 3 2434.0 1169 1265.0 0.689 4739 76 0.810 0.480 3.1390e-04 0.99969000
758178558 Existing Customer 44 F 3 Graduate Single Unknown Blue 37 3 2 1 4703.0 1555 3148.0 0.932 4127 89 0.648 0.331 7.1226e-05 0.99993000
716237508 Existing Customer 44 F 5 High School Married Unknown Blue 36 4 3 2 5254.0 2507 2747.0 0.751 4501 64 0.641 0.477 1.8053e-04 0.99982000
714735033 Existing Customer 45 F 5 Doctorate Married Less than $40K Blue 34 4 2 2 1438.3 491 947.3 0.708 4376 84 0.787 0.341 1.7004e-04 0.99983000
709726158 Existing Customer 40 F 4 Graduate Single Less than $40K Blue 26 5 3 0 2206.0 1110 1096.0 0.746 5196 92 0.614 0.503 6.9589e-05 0.99993000
770909433 Existing Customer 50 F 2 College Married $40K - $60K Blue 37 6 2 1 3600.0 1904 1696.0 0.720 4946 75 0.531 0.529 6.6734e-05 0.99993000
822121608 Existing Customer 46 M 2 High School Unknown $60K - $80K Blue 42 3 3 2 7116.0 693 6423.0 0.759 4759 81 0.841 0.097 1.7486e-04 0.99983000
717278808 Existing Customer 37 F 3 College Married Less than $40K Blue 28 4 2 1 1788.0 0 1788.0 1.001 3511 56 0.931 0.000 6.9248e-05 0.99993000
712640583 Existing Customer 60 F 0 Doctorate Married Unknown Blue 51 4 1 3 7508.0 2148 5360.0 0.890 4950 70 0.707 0.286 1.1504e-04 0.99988000
716099958 Attrited Customer 39 F 5 Unknown Married $40K - $60K Blue 31 3 3 6 3333.0 1867 1466.0 0.947 3348 50 0.282 0.560 9.9944e-01 0.00056160
788772708 Existing Customer 50 F 2 Graduate Married Unknown Blue 31 5 1 3 13745.0 0 13745.0 0.530 4432 61 0.605 0.000 9.2637e-05 0.99991000
712795833 Attrited Customer 34 F 4 Graduate Married Less than $40K Blue 36 2 2 4 5021.0 2517 2504.0 0.587 2270 40 0.481 0.501 9.9709e-01 0.00291040
718892283 Existing Customer 43 M 2 Graduate Married $40K - $60K Blue 34 3 2 1 4396.0 0 4396.0 0.592 4771 78 1.053 0.000 6.8640e-05 0.99993000
720294258 Existing Customer 40 F 4 Graduate Single Less than $40K Blue 30 4 2 2 2558.0 0 2558.0 0.728 4635 82 0.640 0.000 1.1937e-04 0.99988000
721181883 Existing Customer 30 F 0 College Single Unknown Blue 18 4 2 3 9641.0 0 9641.0 0.907 4710 75 0.667 0.000 1.5971e-04 0.99984000
712098033 Existing Customer 38 F 1 Uneducated Married Unknown Blue 36 3 3 1 12621.0 912 11709.0 0.640 4945 78 0.560 0.072 1.0469e-04 0.99990000
712593933 Attrited Customer 40 M 3 Doctorate Married $40K - $60K Blue 36 3 3 4 2313.0 0 2313.0 0.673 2249 42 0.312 0.000 9.9871e-01 0.00128822
711343233 Existing Customer 53 F 3 Uneducated Married Less than $40K Blue 36 3 1 3 1438.3 1183 255.3 0.841 4551 65 0.667 0.822 9.8837e-05 0.99990000
712394283 Existing Customer 44 F 4 Graduate Divorced Less than $40K Blue 30 4 3 2 1791.0 1314 477.0 0.725 5109 79 0.756 0.734 1.8864e-04 0.99981000
790021233 Existing Customer 52 F 3 Uneducated Single Less than $40K Blue 44 3 3 2 2300.0 1598 702.0 0.813 4287 84 0.714 0.695 1.9191e-04 0.99981000
711890808 Existing Customer 42 F 3 Graduate Married Less than $40K Blue 36 4 2 2 2526.0 2048 478.0 0.716 4267 72 0.800 0.811 1.1811e-04 0.99988000
714164808 Attrited Customer 42 F 4 Graduate Married $40K - $60K Blue 33 4 3 2 2918.0 0 2918.0 0.559 2056 54 0.459 0.000 9.9473e-01 0.00527000
825850383 Existing Customer 53 F 2 Graduate Single Unknown Blue 49 4 2 3 6074.0 0 6074.0 0.697 4303 77 0.674 0.000 1.9143e-04 0.99981000
789533133 Existing Customer 45 M 3 High School Married $60K - $80K Blue 37 5 1 2 4995.0 1766 3229.0 0.760 4389 82 0.864 0.354 5.5559e-05 0.99994000
779523258 Existing Customer 34 M 2 Graduate Married $40K - $60K Blue 17 6 2 1 3323.0 1062 2261.0 0.729 4610 78 0.773 0.320 6.8640e-05 0.99993000
719617758 Existing Customer 56 F 1 Graduate Married Less than $40K Blue 48 3 1 3 2464.0 1794 670.0 0.682 4610 76 0.900 0.728 8.6952e-05 0.99991000
779858058 Existing Customer 34 F 2 Graduate Unknown Less than $40K Blue 18 4 1 3 2730.0 0 2730.0 0.648 4530 72 0.714 0.000 9.2637e-05 0.99991000
710423358 Existing Customer 35 F 1 College Unknown Unknown Blue 29 4 3 3 1438.3 966 472.3 0.871 5249 81 0.761 0.672 2.7607e-04 0.99972000
710500983 Attrited Customer 43 M 2 College Single $80K - $120K Blue 34 2 4 3 4617.0 1035 3582.0 0.360 1779 35 0.591 0.224 9.9720e-01 0.00280463
711851583 Existing Customer 50 M 2 Graduate Married $120K + Blue 42 6 2 1 8220.0 1015 7205.0 1.063 4794 77 0.878 0.123 6.8640e-05 0.99993000
779405133 Existing Customer 40 F 3 College Single Less than $40K Blue 29 4 3 1 5716.0 623 5093.0 0.673 4387 79 0.881 0.109 1.0944e-04 0.99989000
719410083 Existing Customer 49 F 2 Unknown Single Less than $40K Blue 36 4 3 0 1635.0 1220 415.0 0.565 4807 56 0.931 0.746 7.2936e-05 0.99993000
796196733 Existing Customer 52 F 2 Unknown Single $40K - $60K Blue 46 4 2 3 4259.0 0 4259.0 0.590 4389 80 0.702 0.000 2.1042e-04 0.99979000
711904008 Attrited Customer 40 M 4 High School Married $60K - $80K Blue 36 4 3 5 5869.0 0 5869.0 0.642 2203 41 0.519 0.000 9.9890e-01 0.00109664
717666783 Attrited Customer 56 F 3 College Single Less than $40K Blue 46 1 3 3 2272.0 1350 922.0 0.762 2354 49 0.960 0.594 9.9674e-01 0.00326498
719911458 Existing Customer 49 F 5 High School Married Less than $40K Blue 36 4 2 3 2598.0 1848 750.0 0.547 4396 78 0.814 0.711 1.9213e-04 0.99981000
787506558 Existing Customer 50 M 3 Graduate Single $60K - $80K Blue 38 4 1 1 10762.0 703 10059.0 0.548 4509 71 0.543 0.065 3.4465e-05 0.99997000
719046558 Existing Customer 39 M 2 Graduate Married $60K - $80K Blue 36 6 3 3 1982.0 1751 231.0 0.843 4313 62 0.676 0.883 3.0251e-04 0.99970000
708291633 Existing Customer 33 F 2 Doctorate Unknown Unknown Blue 21 3 3 3 4651.0 2499 2152.0 0.766 5097 79 0.795 0.537 4.3772e-04 0.99956000
720731808 Attrited Customer 52 F 3 Graduate Single Less than $40K Blue 38 2 3 4 2437.0 0 2437.0 0.912 3068 53 0.656 0.000 9.9814e-01 0.00186317
745124658 Existing Customer 42 F 3 High School Single Less than $40K Blue 35 5 2 1 2563.0 1579 984.0 0.924 4838 70 0.707 0.616 6.9242e-05 0.99993000
789907533 Attrited Customer 49 M 3 Graduate Married $80K - $120K Blue 40 4 2 3 4576.0 193 4383.0 0.850 3100 54 0.742 0.042 9.9499e-01 0.00501000
716466483 Existing Customer 44 F 3 Uneducated Single $40K - $60K Blue 34 3 3 3 2245.0 1342 903.0 0.687 4624 87 0.706 0.598 3.2275e-04 0.99968000
715919283 Attrited Customer 39 F 4 College Single $40K - $60K Blue 36 3 2 3 1776.0 0 1776.0 0.518 2201 31 0.292 0.000 9.9490e-01 0.00510000
756736008 Existing Customer 45 F 2 Post-Graduate Married Less than $40K Blue 38 3 2 3 2911.0 1471 1440.0 0.871 4450 62 0.771 0.505 2.2525e-04 0.99977000
772857558 Existing Customer 47 M 4 Graduate Married $60K - $80K Blue 30 4 2 3 2257.0 896 1361.0 0.680 4618 94 0.516 0.397 2.0077e-04 0.99980000
709246683 Existing Customer 62 M 1 Unknown Single Unknown Blue 36 5 1 1 18457.0 2248 16209.0 0.578 3603 69 0.643 0.122 3.4268e-05 0.99997000
714559458 Attrited Customer 46 M 4 College Married $60K - $80K Blue 36 4 2 1 1681.0 0 1681.0 0.464 1953 48 0.500 0.000 9.8591e-01 0.01409000
778405458 Existing Customer 52 F 2 High School Single Unknown Blue 32 6 1 3 1461.0 0 1461.0 0.676 4633 80 0.778 0.000 9.0056e-05 0.99991000
772150983 Attrited Customer 48 F 3 High School Unknown Less than $40K Blue 37 4 2 1 2363.0 978 1385.0 0.662 2635 40 0.538 0.414 9.8576e-01 0.01424000
715128408 Existing Customer 49 F 2 Unknown Married Less than $40K Blue 36 5 3 3 1438.3 863 575.3 0.605 4482 67 0.914 0.600 3.3251e-04 0.99967000
717856983 Existing Customer 42 F 5 Uneducated Married Unknown Blue 29 3 2 3 1840.0 1267 573.0 0.605 4515 76 0.490 0.689 2.0321e-04 0.99980000
778231983 Existing Customer 49 F 4 Unknown Single $40K - $60K Blue 39 6 2 3 7382.0 1326 6056.0 0.806 4792 65 0.667 0.180 2.2068e-04 0.99978000
823908858 Existing Customer 51 M 4 Unknown Married $80K - $120K Blue 47 4 3 2 3861.0 622 3239.0 0.794 4816 81 0.976 0.161 2.0735e-04 0.99979000
798011733 Existing Customer 53 F 3 Graduate Married Less than $40K Blue 47 4 1 2 1562.0 751 811.0 0.925 4574 81 0.976 0.481 5.7151e-05 0.99994000
717945108 Existing Customer 49 F 3 Graduate Unknown $40K - $60K Blue 36 6 1 2 3088.0 1477 1611.0 0.748 5095 77 0.833 0.478 5.7151e-05 0.99994000
712560558 Existing Customer 55 F 3 College Single Less than $40K Blue 42 5 2 1 1438.3 0 1438.3 0.612 4660 87 0.891 0.000 6.9248e-05 0.99993000
711391308 Existing Customer 46 F 4 Uneducated Married $40K - $60K Blue 34 6 3 3 2168.0 1704 464.0 0.725 4584 92 0.769 0.786 3.2620e-04 0.99967000
717688233 Existing Customer 34 F 4 High School Married $40K - $60K Blue 28 6 1 0 2432.0 851 1581.0 0.873 4760 69 0.917 0.350 2.0713e-05 0.99998000
721093608 Existing Customer 44 M 2 High School Single $40K - $60K Blue 31 5 1 1 2197.0 0 2197.0 0.921 4548 64 0.641 0.000 3.2288e-05 0.99997000
712669983 Existing Customer 39 M 3 Graduate Single $80K - $120K Blue 30 5 3 3 10009.0 1604 8405.0 0.449 4347 75 0.786 0.160 3.1390e-04 0.99969000
790017858 Existing Customer 47 F 3 Post-Graduate Unknown $40K - $60K Blue 36 6 1 2 3979.0 1319 2660.0 0.850 4598 67 0.634 0.331 6.7249e-05 0.99993000
712012758 Existing Customer 49 F 2 Uneducated Married Less than $40K Blue 41 5 1 3 2189.0 1860 329.0 0.834 4195 81 0.653 0.850 9.5249e-05 0.99990000
720249183 Existing Customer 46 F 2 Graduate Single Unknown Blue 31 5 2 3 8243.0 927 7316.0 0.568 4503 90 0.765 0.112 1.9143e-04 0.99981000
821813058 Existing Customer 42 M 1 High School Divorced $80K - $120K Blue 38 4 2 1 11946.0 1172 10774.0 0.614 4862 77 0.878 0.098 6.2633e-05 0.99994000
778152108 Existing Customer 31 F 0 High School Single Less than $40K Blue 23 4 2 3 2239.0 1256 983.0 0.605 4986 83 0.976 0.561 1.5970e-04 0.99984000
720563958 Existing Customer 48 F 3 Post-Graduate Married Unknown Blue 38 6 1 3 4025.0 0 4025.0 0.887 4445 92 0.673 0.000 1.1311e-04 0.99989000
719633508 Existing Customer 52 F 1 Doctorate Married Less than $40K Blue 39 3 1 1 1663.0 0 1663.0 0.707 4875 86 0.654 0.000 4.5115e-05 0.99995000
716689383 Existing Customer 39 F 2 Graduate Married $40K - $60K Blue 26 4 1 1 3649.0 929 2720.0 0.633 3964 77 0.750 0.255 3.3214e-05 0.99997000
711420258 Existing Customer 43 F 4 Unknown Single Less than $40K Blue 36 5 3 2 1438.3 0 1438.3 0.705 4432 71 0.651 0.000 2.0735e-04 0.99979000
713177808 Existing Customer 57 F 3 College Single Less than $40K Blue 51 5 1 0 2894.0 0 2894.0 0.886 5405 87 0.706 0.000 2.0496e-05 0.99998000
708897408 Existing Customer 46 M 3 College Single $60K - $80K Blue 36 4 2 3 1621.0 787 834.0 0.551 4719 73 0.738 0.486 1.9313e-04 0.99981000
710855508 Existing Customer 45 F 3 Uneducated Married Less than $40K Blue 33 4 3 1 2740.0 1786 954.0 0.597 4327 70 1.333 0.652 1.1574e-04 0.99988000
710115108 Existing Customer 45 F 2 Graduate Unknown $40K - $60K Blue 37 5 2 3 5562.0 1556 4006.0 0.751 4568 76 0.767 0.280 1.9143e-04 0.99981000
713920158 Attrited Customer 41 F 3 Uneducated Unknown Unknown Blue 36 2 3 1 13733.0 0 13733.0 0.325 1591 30 0.875 0.000 9.9143e-01 0.00857000
715303608 Existing Customer 46 F 4 High School Married Less than $40K Blue 36 5 2 1 2374.0 1332 1042.0 0.686 4253 81 0.884 0.561 6.9982e-05 0.99993000
710897133 Existing Customer 51 F 3 Unknown Unknown Less than $40K Blue 36 5 2 2 2267.0 1357 910.0 0.697 4464 85 0.735 0.599 1.2982e-04 0.99987000
772813458 Existing Customer 48 F 3 Graduate Married Unknown Blue 39 3 1 2 6130.0 1741 4389.0 0.578 4264 63 0.658 0.284 5.7151e-05 0.99994000
712998033 Attrited Customer 37 M 3 High School Single $120K + Blue 36 3 2 2 7361.0 0 7361.0 0.590 2109 44 0.571 0.000 9.9137e-01 0.00863000
712843983 Attrited Customer 41 F 2 College Divorced Less than $40K Blue 36 3 3 4 1569.0 257 1312.0 0.408 2288 45 0.667 0.164 9.9801e-01 0.00198835
717947508 Existing Customer 47 M 3 Uneducated Divorced $80K - $120K Blue 34 5 1 3 1626.0 1013 613.0 0.826 5262 83 0.729 0.623 9.8837e-05 0.99990000
719279208 Existing Customer 35 F 1 Unknown Married Less than $40K Blue 36 3 1 2 2158.0 1299 859.0 0.733 4946 73 0.973 0.602 5.6825e-05 0.99994000
711365133 Existing Customer 43 M 1 Unknown Single $60K - $80K Blue 31 4 3 1 2283.0 1470 813.0 0.935 5100 76 0.689 0.644 1.1192e-04 0.99989000
720328008 Existing Customer 57 F 1 High School Unknown $40K - $60K Blue 42 3 1 1 2542.0 1884 658.0 0.715 4518 88 1.095 0.741 3.0307e-05 0.99997000
718183833 Existing Customer 30 F 1 Graduate Single Less than $40K Blue 18 4 2 1 1438.3 0 1438.3 0.600 4322 68 0.619 0.000 6.4428e-05 0.99994000
717985158 Existing Customer 47 M 2 Graduate Unknown $40K - $60K Blue 37 3 3 1 2335.0 1373 962.0 0.876 4267 81 0.653 0.588 1.0848e-04 0.99989000
771928608 Existing Customer 34 M 1 Uneducated Single $60K - $80K Blue 23 6 1 1 2033.0 1832 201.0 0.938 4110 74 0.947 0.901 3.2055e-05 0.99997000
713355708 Existing Customer 41 F 3 High School Married Unknown Blue 31 4 6 3 4739.0 1878 2861.0 0.719 5238 84 0.826 0.396 2.4090e-04 0.99976000
816761433 Existing Customer 36 M 2 College Single $80K - $120K Blue 31 5 2 3 5821.0 764 5057.0 0.688 5291 96 0.684 0.131 1.8612e-04 0.99981000
714245358 Existing Customer 47 F 3 Graduate Divorced Less than $40K Blue 36 3 3 2 2182.0 1566 616.0 0.574 3935 77 0.711 0.718 1.8665e-04 0.99981000
716313858 Existing Customer 53 F 3 Graduate Married Less than $40K Blue 36 6 4 0 3319.0 913 2406.0 0.612 4560 84 1.049 0.275 8.3212e-05 0.99992000
714868608 Existing Customer 52 F 4 Graduate Married Less than $40K Blue 36 6 3 1 3021.0 1530 1491.0 0.731 4105 76 0.767 0.506 1.1377e-04 0.99989000
717273333 Existing Customer 49 M 5 College Married $80K - $120K Blue 37 3 2 2 29219.0 0 29219.0 0.770 4575 84 0.680 0.000 1.1424e-04 0.99989000
711631158 Existing Customer 52 F 2 High School Single Less than $40K Blue 42 6 2 2 1438.3 869 569.3 0.821 4664 77 0.878 0.604 1.1065e-04 0.99989000
714127383 Attrited Customer 48 F 3 Unknown Unknown Unknown Blue 36 3 3 2 4431.0 2517 1914.0 0.499 2185 48 0.371 0.568 9.9515e-01 0.00484967
790204983 Existing Customer 46 F 2 Graduate Married Unknown Blue 40 4 5 3 3131.0 0 3131.0 0.811 4507 93 0.632 0.000 3.3787e-04 0.99966000
822051858 Existing Customer 26 F 0 Graduate Single Less than $40K Blue 22 3 1 3 1486.0 0 1486.0 0.734 4535 82 0.907 0.000 7.9494e-05 0.99992000
715144383 Existing Customer 40 F 3 High School Single Unknown Blue 36 3 3 2 6384.0 2034 4350.0 0.493 4413 83 0.886 0.319 1.8145e-04 0.99982000
717971208 Existing Customer 39 F 5 Graduate Single Less than $40K Blue 28 3 3 2 2077.0 0 2077.0 0.590 3647 69 0.917 0.000 1.8570e-04 0.99981000
718829358 Existing Customer 40 F 3 Uneducated Divorced $40K - $60K Blue 32 3 1 2 1956.0 958 998.0 0.789 4977 76 0.854 0.490 5.8763e-05 0.99994000
779380908 Attrited Customer 51 M 1 Unknown Married $80K - $120K Blue 39 4 3 4 24462.0 946 23516.0 0.475 1709 37 0.542 0.039 9.9813e-01 0.00187387
714144258 Existing Customer 43 F 3 Graduate Married Less than $40K Blue 34 6 2 1 2725.0 2517 208.0 0.482 4430 66 0.692 0.924 7.1226e-05 0.99993000
797666358 Existing Customer 46 F 4 Uneducated Unknown $40K - $60K Blue 40 6 3 1 1474.0 843 631.0 0.751 4452 65 1.097 0.572 1.1697e-04 0.99988000
709965858 Existing Customer 46 M 1 High School Married $120K + Blue 28 4 3 3 9880.0 1792 8088.0 0.804 4609 80 0.951 0.181 2.7604e-04 0.99972000
779980758 Existing Customer 58 M 2 High School Divorced $60K - $80K Blue 46 6 2 0 2467.0 1176 1291.0 0.811 4744 73 0.921 0.477 4.0816e-05 0.99996000
811775883 Existing Customer 46 M 4 Graduate Divorced $60K - $80K Blue 41 4 2 1 5397.0 2336 3061.0 0.670 4734 96 0.846 0.433 7.1987e-05 0.99993000
799720158 Existing Customer 50 M 1 Graduate Single $80K - $120K Blue 44 3 3 2 3370.0 1133 2237.0 0.722 4726 86 0.686 0.336 1.6883e-04 0.99983000
713011683 Attrited Customer 37 F 3 College Married Unknown Blue 24 4 2 4 11239.0 0 11239.0 0.320 2055 43 0.162 0.000 9.9697e-01 0.00302519
713503983 Existing Customer 55 F 3 College Married $40K - $60K Blue 36 5 1 3 2240.0 1231 1009.0 0.637 3623 71 0.690 0.550 9.3457e-05 0.99991000
712137033 Existing Customer 52 F 2 College Married Unknown Blue 45 5 1 2 2737.0 1719 1018.0 0.657 4725 63 0.615 0.628 5.3547e-05 0.99995000
715910883 Existing Customer 48 F 1 High School Married Less than $40K Blue 40 5 4 3 4170.0 1384 2786.0 0.770 4532 94 0.649 0.332 3.3359e-04 0.99967000
718142958 Existing Customer 46 M 4 Graduate Single $60K - $80K Blue 27 3 3 2 21839.0 960 20879.0 0.566 5623 94 0.516 0.044 1.8864e-04 0.99981000
719359458 Existing Customer 49 F 2 Uneducated Single Less than $40K Blue 42 6 3 2 1991.0 0 1991.0 0.954 4527 66 0.610 0.000 1.8494e-04 0.99982000
714869958 Existing Customer 55 M 2 Uneducated Single $120K + Blue 36 6 2 3 29795.0 2364 27431.0 0.759 3949 71 0.919 0.079 1.9683e-04 0.99980000
771163533 Existing Customer 52 F 1 Unknown Married $40K - $60K Blue 39 3 2 1 1438.3 635 803.3 0.744 4617 79 0.927 0.441 7.0819e-05 0.99993000
709028208 Existing Customer 44 F 2 Graduate Married Unknown Blue 37 6 3 2 24221.0 1274 22947.0 0.452 3361 63 0.853 0.053 1.7987e-04 0.99982000
719834208 Existing Customer 42 M 2 Graduate Married $60K - $80K Blue 35 6 1 2 2131.0 1288 843.0 0.797 4264 81 0.841 0.604 5.5077e-05 0.99994000
779305008 Existing Customer 41 F 4 High School Single Less than $40K Blue 23 3 2 2 2787.0 2053 734.0 0.760 4949 76 0.551 0.737 1.1604e-04 0.99988000
714506583 Existing Customer 48 F 4 Graduate Unknown Less than $40K Blue 38 4 3 1 1438.3 0 1438.3 0.647 4601 78 0.625 0.000 1.1377e-04 0.99989000
712677633 Attrited Customer 42 F 0 Uneducated Divorced Unknown Blue 31 3 3 4 2712.0 0 2712.0 0.724 2307 28 0.474 0.000 9.9781e-01 0.00219052
708450033 Existing Customer 43 F 3 High School Unknown Less than $40K Blue 13 6 2 1 2605.0 2269 336.0 0.881 5298 79 0.837 0.871 6.9242e-05 0.99993000
719606133 Existing Customer 42 M 2 Graduate Single $60K - $80K Blue 31 3 2 1 5169.0 2296 2873.0 0.773 4656 88 0.796 0.444 6.8640e-05 0.99993000
789772983 Existing Customer 49 M 3 College Unknown $80K - $120K Blue 38 3 3 3 4694.0 0 4694.0 0.582 3798 56 1.240 0.000 3.0519e-04 0.99969000
720656883 Existing Customer 50 F 3 Graduate Single Less than $40K Blue 40 3 3 1 1848.0 501 1347.0 0.653 4600 69 0.683 0.271 1.1256e-04 0.99989000
718108758 Existing Customer 43 M 2 Unknown Single $60K - $80K Blue 36 3 1 2 6039.0 1759 4280.0 0.479 4538 86 0.654 0.291 6.0540e-05 0.99994000
709408983 Existing Customer 54 M 2 High School Married $120K + Blue 42 3 2 3 5256.0 889 4367.0 0.559 5078 91 0.685 0.169 1.8610e-04 0.99981000
771592458 Existing Customer 48 F 1 Graduate Unknown Less than $40K Blue 36 6 2 3 1708.0 1059 649.0 0.764 4880 79 0.795 0.620 1.7969e-04 0.99982000
778932633 Existing Customer 57 F 2 Graduate Married Less than $40K Blue 40 5 3 2 1629.0 1185 444.0 0.766 4897 83 0.886 0.727 1.7987e-04 0.99982000
708669408 Existing Customer 54 M 5 College Single $60K - $80K Blue 45 6 1 3 20401.0 0 20401.0 0.723 4637 75 0.562 0.000 9.2982e-05 0.99991000
779947908 Existing Customer 56 M 2 Graduate Divorced $120K + Blue 45 3 3 1 3296.0 1435 1861.0 0.968 4327 66 0.737 0.435 1.0848e-04 0.99989000
716007708 Existing Customer 48 M 2 Graduate Married $120K + Blue 37 3 1 2 8956.0 1279 7677.0 0.864 4814 73 1.212 0.143 5.5077e-05 0.99994000
767574108 Existing Customer 49 F 1 College Married Less than $40K Blue 43 4 3 2 1438.3 786 652.3 0.609 4094 64 0.561 0.546 1.6415e-04 0.99984000
720777558 Existing Customer 46 F 4 Graduate Single Less than $40K Blue 38 6 2 2 2671.0 1713 958.0 0.732 4519 79 0.795 0.641 1.1937e-04 0.99988000
816841083 Existing Customer 58 F 3 College Married Less than $40K Blue 53 4 3 1 2493.0 1566 927.0 0.767 4867 90 0.607 0.628 1.0944e-04 0.99989000
778849908 Existing Customer 59 F 1 Doctorate Married Less than $40K Blue 40 3 3 1 2687.0 2452 235.0 0.817 4697 81 0.761 0.913 1.4734e-04 0.99985000
708745983 Existing Customer 37 F 2 Unknown Married $40K - $60K Blue 36 4 2 2 2208.0 1559 649.0 0.510 4686 81 0.761 0.706 1.2511e-04 0.99987000
713381433 Attrited Customer 38 F 1 High School Married Less than $40K Blue 28 3 3 3 4196.0 731 3465.0 0.485 1868 30 0.200 0.174 9.9639e-01 0.00360858
779404383 Existing Customer 47 F 5 Uneducated Divorced Unknown Blue 36 6 2 3 12581.0 1235 11346.0 0.611 4427 76 1.303 0.098 2.0321e-04 0.99980000
718607883 Existing Customer 41 M 3 Post-Graduate Single $80K - $120K Blue 30 4 2 2 17890.0 2517 15373.0 0.983 4831 81 0.800 0.141 1.3897e-04 0.99986000
710542983 Existing Customer 48 F 4 Graduate Married Less than $40K Blue 21 4 6 0 1930.0 0 1930.0 0.815 5033 87 0.582 0.000 5.4933e-05 0.99995000
709769283 Existing Customer 36 F 4 Unknown Divorced Unknown Blue 16 6 3 3 8513.0 0 8513.0 0.631 4162 70 1.000 0.000 3.4872e-04 0.99965000
721253508 Existing Customer 40 M 3 High School Married $80K - $120K Blue 36 6 3 1 9599.0 2356 7243.0 0.791 4754 84 0.680 0.245 1.0943e-04 0.99989000
801037833 Existing Customer 38 M 2 Uneducated Single $80K - $120K Blue 32 6 2 3 3192.0 2517 675.0 0.658 4236 87 0.891 0.789 1.9683e-04 0.99980000
711452583 Existing Customer 43 F 4 Graduate Unknown Unknown Blue 36 6 5 1 2778.0 2517 261.0 0.796 4575 60 0.714 0.906 1.2707e-04 0.99987000
716697708 Attrited Customer 61 F 1 High School Single Unknown Blue 52 3 2 4 3293.0 0 3293.0 0.838 3121 56 0.867 0.000 9.9666e-01 0.00334364
708176208 Existing Customer 48 F 1 Graduate Married $40K - $60K Blue 36 4 4 1 7268.0 0 7268.0 0.691 4199 80 0.905 0.000 1.2305e-04 0.99988000
716474358 Existing Customer 43 F 3 Unknown Married Less than $40K Blue 35 5 3 2 1721.0 729 992.0 0.902 4853 74 0.644 0.424 2.0516e-04 0.99979000
713121408 Existing Customer 38 M 3 College Married $80K - $120K Blue 30 5 3 2 3976.0 1667 2309.0 0.929 4372 69 0.683 0.419 1.8146e-04 0.99982000
794567133 Existing Customer 52 F 2 High School Single Less than $40K Blue 35 5 2 3 1954.0 808 1146.0 0.826 4897 70 0.795 0.414 1.8610e-04 0.99981000
717609633 Existing Customer 44 M 3 Unknown Married $120K + Blue 32 6 2 2 12725.0 1759 10966.0 1.056 4139 58 0.812 0.138 1.2982e-04 0.99987000
708899283 Existing Customer 40 F 3 Uneducated Single Unknown Blue 28 3 3 3 2690.0 1935 755.0 0.593 4917 81 0.653 0.719 3.2275e-04 0.99968000
772415808 Existing Customer 48 F 5 Post-Graduate Married $40K - $60K Blue 38 3 3 1 2926.0 716 2210.0 0.949 4219 78 0.592 0.245 1.3178e-04 0.99987000
716176683 Existing Customer 46 M 4 Graduate Single $80K - $120K Blue 33 5 1 1 2371.0 1748 623.0 0.663 4460 78 1.053 0.737 3.4833e-05 0.99997000
709245783 Existing Customer 44 F 3 Graduate Married Unknown Blue 27 5 1 1 7751.0 1965 5786.0 0.782 4543 90 0.731 0.254 3.4465e-05 0.99997000
720507108 Attrited Customer 42 F 3 College Married Less than $40K Blue 28 3 3 2 1601.0 0 1601.0 0.630 2339 41 0.414 0.000 9.9452e-01 0.00548000
716751858 Attrited Customer 34 F 1 Unknown Married Less than $40K Blue 36 2 3 3 2401.0 496 1905.0 0.647 2597 40 0.379 0.207 9.9681e-01 0.00319278
712829808 Attrited Customer 39 M 3 Uneducated Married $60K - $80K Blue 29 4 3 4 2187.0 0 2187.0 0.467 2031 40 0.333 0.000 9.9819e-01 0.00181217
711900033 Existing Customer 57 F 0 Doctorate Married Unknown Blue 46 5 2 1 4661.0 1734 2927.0 0.789 5242 81 1.382 0.372 8.5238e-05 0.99991000
712566258 Existing Customer 40 F 2 Post-Graduate Divorced Unknown Blue 27 6 3 1 8494.0 2023 6471.0 0.871 4486 77 0.974 0.238 1.2764e-04 0.99987000
712732908 Existing Customer 36 M 4 Graduate Married $80K - $120K Blue 36 5 3 1 2262.0 1450 812.0 0.735 4116 84 0.787 0.641 1.1377e-04 0.99989000
717908208 Existing Customer 43 F 3 Graduate Divorced Less than $40K Blue 36 6 1 2 2525.0 1595 930.0 0.780 4859 82 0.864 0.632 5.7151e-05 0.99994000
826136283 Existing Customer 38 F 3 High School Married Less than $40K Blue 34 3 3 2 2450.0 1981 469.0 0.712 4352 66 0.784 0.809 1.8145e-04 0.99982000
778714833 Existing Customer 36 F 4 College Married Unknown Blue 18 4 3 2 3926.0 1760 2166.0 0.874 4890 92 0.704 0.448 1.8340e-04 0.99982000
779302233 Attrited Customer 40 F 4 Graduate Single Less than $40K Blue 22 4 2 3 1438.3 0 1438.3 0.695 2502 45 0.452 0.000 9.9504e-01 0.00495524
778659108 Existing Customer 51 F 2 High School Single Unknown Blue 31 6 2 1 4789.0 2203 2586.0 0.847 4718 81 0.976 0.460 6.6728e-05 0.99993000
720374808 Existing Customer 41 F 2 Unknown Unknown Less than $40K Blue 34 6 3 3 2864.0 1928 936.0 0.769 4641 78 0.660 0.673 3.3251e-04 0.99967000
719592483 Existing Customer 43 F 5 Graduate Single Unknown Blue 34 6 6 3 4607.0 2440 2167.0 0.646 4825 77 0.878 0.530 2.4655e-04 0.99975000
714702033 Existing Customer 43 F 4 Graduate Unknown Less than $40K Blue 34 5 3 3 1971.0 979 992.0 1.024 5446 75 0.974 0.497 3.1726e-04 0.99968000
717042333 Attrited Customer 53 F 2 College Married Less than $40K Blue 44 3 3 3 1473.0 0 1473.0 0.920 2836 48 0.600 0.000 9.9661e-01 0.00338757
779122908 Existing Customer 55 F 3 Graduate Single $40K - $60K Blue 37 5 1 2 3187.0 1437 1750.0 0.790 4511 82 0.822 0.451 5.7151e-05 0.99994000
710676483 Existing Customer 38 F 2 Unknown Married Less than $40K Blue 36 4 2 2 5589.0 0 5589.0 0.787 4064 77 0.711 0.000 1.2511e-04 0.99987000
827712108 Existing Customer 42 F 5 Graduate Married Less than $40K Blue 38 5 1 2 2346.0 1373 973.0 0.730 4432 72 0.756 0.585 5.6861e-05 0.99994000
769200858 Existing Customer 34 F 4 Graduate Single Less than $40K Blue 28 3 2 3 1438.3 0 1438.3 0.726 4626 86 0.792 0.000 2.0077e-04 0.99980000
779114283 Existing Customer 40 F 5 High School Single Less than $40K Blue 22 3 1 2 1826.0 944 882.0 0.686 4528 65 0.667 0.517 5.5277e-05 0.99994000
771061008 Attrited Customer 40 F 2 Doctorate Married $40K - $60K Blue 27 4 2 3 2208.0 0 2208.0 0.695 2659 56 0.806 0.000 9.9640e-01 0.00359603
716201133 Existing Customer 35 F 2 High School Married Less than $40K Blue 36 4 3 1 1476.0 0 1476.0 0.592 4279 76 0.767 0.000 1.0545e-04 0.99989000
817968783 Existing Customer 51 F 3 Graduate Single Less than $40K Blue 46 6 3 1 2927.0 1499 1428.0 0.649 4670 70 0.944 0.512 1.1256e-04 0.99989000
826480308 Existing Customer 53 M 3 Graduate Unknown $80K - $120K Blue 49 5 2 1 4778.0 1869 2909.0 0.743 5489 74 0.805 0.391 7.1226e-05 0.99993000
720307683 Existing Customer 43 F 4 Graduate Divorced Less than $40K Blue 36 3 2 2 1438.3 743 695.3 0.624 4484 78 0.625 0.517 1.1937e-04 0.99988000
709618308 Existing Customer 46 F 3 High School Single $40K - $60K Silver 40 4 3 1 16239.0 1487 14752.0 0.531 3838 48 0.600 0.092 9.8874e-05 0.99990000
710119233 Existing Customer 37 M 1 High School Married $120K + Blue 26 5 2 1 11726.0 1925 9801.0 0.855 4186 63 0.703 0.164 6.2633e-05 0.99994000
789419658 Existing Customer 47 F 4 College Married Unknown Blue 38 3 2 1 1438.3 0 1438.3 0.680 4503 89 0.978 0.000 6.9988e-05 0.99993000
789800358 Existing Customer 45 F 3 High School Married Less than $40K Blue 34 6 1 3 2647.0 1288 1359.0 0.765 4730 78 0.857 0.487 9.3448e-05 0.99991000
715466133 Existing Customer 50 F 1 Doctorate Married Unknown Blue 40 3 3 1 2492.0 1410 1082.0 0.835 4374 75 0.974 0.566 1.4734e-04 0.99985000
717659883 Existing Customer 46 F 2 Graduate Single Unknown Blue 36 3 3 3 2418.0 1106 1312.0 0.963 3541 64 0.882 0.457 3.0251e-04 0.99970000
781942983 Existing Customer 50 M 1 Unknown Single $120K + Blue 44 5 3 1 17827.0 0 17827.0 0.846 5010 88 0.725 0.000 1.1192e-04 0.99989000
712755783 Existing Customer 49 F 1 Graduate Divorced $40K - $60K Blue 40 3 2 3 1438.3 0 1438.3 0.675 3886 77 0.750 0.000 1.7969e-04 0.99982000
779551533 Existing Customer 54 F 3 Doctorate Single Less than $40K Blue 39 4 3 3 1764.0 0 1764.0 0.651 4857 92 0.804 0.000 4.5420e-04 0.99955000
714405183 Existing Customer 47 F 3 Graduate Married Less than $40K Blue 36 4 2 2 1776.0 1519 257.0 0.917 4295 60 0.622 0.855 1.1811e-04 0.99988000
801783108 Existing Customer 46 M 3 College Married $120K + Blue 40 6 3 3 1438.3 0 1438.3 0.681 4833 69 0.769 0.000 3.0519e-04 0.99969000
779839758 Existing Customer 47 F 2 Post-Graduate Single Unknown Blue 31 3 2 3 1491.0 0 1491.0 0.716 4634 92 0.804 0.000 2.2525e-04 0.99977000
820648608 Existing Customer 46 F 2 Post-Graduate Married Less than $40K Blue 41 3 1 3 2552.0 1879 673.0 0.888 4153 79 0.795 0.736 1.0900e-04 0.99989000
787587033 Existing Customer 42 F 4 Graduate Single Less than $40K Blue 32 3 1 2 2996.0 1992 1004.0 0.948 4463 87 0.740 0.665 5.7762e-05 0.99994000
813967983 Existing Customer 44 F 2 College Married $40K - $60K Blue 39 4 1 2 1701.0 775 926.0 0.847 4471 71 0.614 0.456 5.3547e-05 0.99995000
718067658 Existing Customer 53 F 3 Unknown Single Unknown Blue 40 6 3 1 3998.0 0 3998.0 0.638 4223 79 0.717 0.000 1.2373e-04 0.99988000
709952658 Existing Customer 46 F 3 Graduate Unknown Less than $40K Blue 33 6 3 2 3025.0 2491 534.0 0.450 4460 62 0.722 0.823 1.8665e-04 0.99981000
720824883 Attrited Customer 48 F 1 Unknown Single Less than $40K Blue 40 3 1 2 3251.0 2517 734.0 0.739 2483 50 0.471 0.774 9.8271e-01 0.01729000
789631908 Existing Customer 51 M 4 High School Single $60K - $80K Blue 45 3 1 2 3031.0 1787 1244.0 1.006 4690 85 0.700 0.590 5.6153e-05 0.99994000
789089958 Existing Customer 57 M 2 High School Single $60K - $80K Silver 45 5 2 3 33211.0 0 33211.0 0.732 3662 81 0.761 0.000 1.6815e-04 0.99983000
715847058 Attrited Customer 59 F 2 Uneducated Divorced Less than $40K Blue 36 3 3 3 1863.0 1853 10.0 0.829 2462 40 0.290 0.995 9.9680e-01 0.00320374
721256808 Existing Customer 35 F 2 Unknown Single Less than $40K Blue 20 6 1 2 2691.0 1935 756.0 0.681 4365 86 0.911 0.719 6.0540e-05 0.99994000
721269108 Existing Customer 45 F 5 Graduate Single Less than $40K Blue 33 5 3 3 2288.0 1249 1039.0 0.605 4504 87 0.706 0.546 3.1231e-04 0.99969000
712770408 Attrited Customer 42 F 2 Graduate Unknown Less than $40K Blue 36 6 3 2 3413.0 0 3413.0 0.593 2285 40 0.429 0.000 9.9447e-01 0.00553000
767958933 Existing Customer 40 M 4 College Married $40K - $60K Silver 34 3 2 1 15471.0 1291 14180.0 0.651 3993 77 0.674 0.083 6.3239e-05 0.99994000
779866458 Existing Customer 40 F 5 Uneducated Married Less than $40K Blue 24 6 1 1 2038.0 793 1245.0 0.682 3513 67 0.634 0.389 3.5257e-05 0.99996000
721246833 Existing Customer 47 F 3 Unknown Unknown Less than $40K Blue 36 6 2 3 1953.0 1089 864.0 0.859 4636 70 0.707 0.558 2.1834e-04 0.99978000
710752233 Attrited Customer 43 F 5 High School Unknown $40K - $60K Blue 24 3 2 2 4430.0 2203 2227.0 1.046 2742 49 0.400 0.497 9.9132e-01 0.00868000
709813008 Existing Customer 44 F 3 High School Unknown Less than $40K Blue 35 5 3 0 3398.0 2415 983.0 0.891 4509 93 0.661 0.711 6.6935e-05 0.99993000
710219658 Existing Customer 48 F 3 Doctorate Married Unknown Blue 44 4 3 3 2021.0 1186 835.0 0.616 4633 74 0.574 0.587 4.5420e-04 0.99955000
789121233 Existing Customer 53 F 2 Unknown Single Less than $40K Blue 41 5 1 3 2329.0 2290 39.0 0.533 4609 76 0.767 0.983 1.0183e-04 0.99990000
715146558 Attrited Customer 34 F 2 College Married Less than $40K Blue 36 1 3 2 1696.0 0 1696.0 0.782 2325 56 0.556 0.000 9.9432e-01 0.00568000
720205608 Existing Customer 52 F 1 Uneducated Married Unknown Blue 36 6 1 1 4222.0 0 4222.0 0.523 4487 77 1.081 0.000 3.2055e-05 0.99997000
778606308 Attrited Customer 45 M 3 Uneducated Divorced $80K - $120K Blue 25 2 2 3 6614.0 1881 4733.0 0.737 3016 51 0.645 0.284 9.9513e-01 0.00487126
710438358 Attrited Customer 42 F 1 Uneducated Single Less than $40K Blue 35 4 3 3 3241.0 0 3241.0 0.442 2152 43 0.303 0.000 9.9659e-01 0.00341249
712562433 Attrited Customer 48 F 2 Unknown Married Less than $40K Blue 30 3 3 3 4204.0 0 4204.0 0.703 2316 43 0.536 0.000 9.9700e-01 0.00299743
718186233 Existing Customer 34 F 3 Uneducated Single Less than $40K Blue 26 4 2 3 3234.0 971 2263.0 0.790 3989 71 0.868 0.300 2.0424e-04 0.99980000
713717283 Attrited Customer 40 F 3 Unknown Single $40K - $60K Blue 29 3 3 3 2473.0 2332 141.0 0.293 1738 32 0.455 0.943 9.9711e-01 0.00288892
713822208 Attrited Customer 42 M 2 High School Single $60K - $80K Blue 33 3 3 3 4836.0 493 4343.0 0.417 1870 45 0.406 0.102 9.9661e-01 0.00338788
710466633 Existing Customer 55 F 3 High School Married Less than $40K Blue 44 5 1 1 1438.3 0 1438.3 0.575 4755 76 0.900 0.000 3.3505e-05 0.99997000
711153783 Existing Customer 44 F 3 Uneducated Single Less than $40K Blue 36 5 3 1 1438.3 541 897.3 0.821 4173 70 1.188 0.376 1.1574e-04 0.99988000
718230933 Attrited Customer 45 M 4 Graduate Single Less than $40K Blue 36 5 2 3 1438.3 1060 378.3 0.301 1253 29 0.318 0.737 9.9504e-01 0.00495524
788885133 Existing Customer 57 F 3 College Unknown Less than $40K Silver 42 6 1 1 12675.0 2422 10253.0 0.642 3912 63 0.575 0.191 3.0276e-05 0.99997000
711637458 Attrited Customer 44 F 3 High School Single Less than $40K Blue 36 2 3 3 2228.0 0 2228.0 0.686 2523 45 0.607 0.000 9.9673e-01 0.00326528
719532108 Existing Customer 40 F 5 High School Married Less than $40K Blue 31 4 2 2 2813.0 2208 605.0 0.877 4491 68 0.744 0.785 1.1423e-04 0.99989000
757643733 Existing Customer 42 F 2 Post-Graduate Single Less than $40K Blue 35 6 3 2 3223.0 0 3223.0 0.593 4916 79 0.717 0.000 2.1165e-04 0.99979000
715122858 Existing Customer 55 F 2 Graduate Married $40K - $60K Blue 36 5 3 3 2653.0 0 2653.0 0.969 5052 81 0.761 0.000 3.0251e-04 0.99970000
708384033 Attrited Customer 45 F 3 Uneducated Married Less than $40K Blue 35 3 3 3 2745.0 2463 282.0 0.643 2466 39 0.345 0.897 9.9691e-01 0.00308778
708273858 Existing Customer 40 M 3 Graduate Divorced $120K + Blue 30 3 2 1 34516.0 0 34516.0 0.643 3734 80 0.860 0.000 7.1226e-05 0.99993000
803952408 Existing Customer 52 F 3 Uneducated Married Less than $40K Blue 47 6 3 2 2516.0 1486 1030.0 0.503 3987 77 0.540 0.591 1.9191e-04 0.99981000
778394358 Existing Customer 46 F 2 High School Divorced Less than $40K Blue 26 4 3 1 1870.0 1785 85.0 0.696 4347 88 0.760 0.955 1.0545e-04 0.99989000
713180433 Existing Customer 56 F 2 Graduate Single Unknown Blue 48 5 3 2 3934.0 2517 1417.0 0.682 4837 87 0.673 0.640 1.7987e-04 0.99982000
787458783 Existing Customer 49 F 4 High School Married Less than $40K Blue 35 5 3 2 3038.0 2133 905.0 0.689 4784 83 0.694 0.702 1.8339e-04 0.99982000
720315933 Existing Customer 53 F 1 Uneducated Single Less than $40K Blue 39 3 2 3 1982.0 1276 706.0 0.897 5136 76 0.949 0.644 1.8475e-04 0.99982000
713677158 Attrited Customer 31 F 1 Graduate Divorced Unknown Blue 22 2 2 3 1623.0 0 1623.0 0.501 2126 45 0.364 0.000 9.9447e-01 0.00553000
739828308 Existing Customer 55 M 3 Uneducated Single $120K + Blue 48 5 2 2 3088.0 1743 1345.0 0.766 3906 68 0.659 0.564 1.2144e-04 0.99988000
720959058 Existing Customer 44 F 3 Unknown Single Unknown Blue 33 5 3 1 8064.0 2417 5647.0 0.644 4412 67 0.861 0.300 1.2373e-04 0.99988000
718090233 Attrited Customer 56 F 3 Graduate Single Unknown Blue 36 3 3 3 10016.0 1872 8144.0 0.735 2804 37 0.542 0.187 9.9683e-01 0.00317458
789939558 Existing Customer 54 F 2 College Married Unknown Blue 45 5 3 2 4523.0 1841 2682.0 0.534 5112 87 0.706 0.407 1.7488e-04 0.99983000
714169908 Existing Customer 53 F 0 Graduate Single Less than $40K Blue 34 5 2 1 1944.0 1140 804.0 0.582 4921 82 0.907 0.586 5.8902e-05 0.99994000
796145133 Existing Customer 46 F 2 Uneducated Married Unknown Blue 40 3 2 2 6083.0 1716 4367.0 0.618 4528 86 0.755 0.282 1.1703e-04 0.99988000
789233808 Existing Customer 38 F 3 Graduate Married Unknown Blue 27 6 2 2 2425.0 1396 1029.0 0.899 4568 74 0.897 0.576 1.1811e-04 0.99988000
709071408 Existing Customer 56 F 5 Graduate Single $40K - $60K Blue 37 4 2 1 2607.0 1702 905.0 0.802 4949 74 0.762 0.653 7.0865e-05 0.99993000
815830083 Existing Customer 53 F 3 Uneducated Single Less than $40K Blue 48 6 2 1 1953.0 1215 738.0 0.667 4253 72 0.800 0.622 7.3235e-05 0.99993000
715932708 Existing Customer 41 M 3 Unknown Unknown $60K - $80K Blue 36 4 3 1 5813.0 1614 4199.0 0.696 4365 75 0.875 0.278 1.2373e-04 0.99988000
715281933 Existing Customer 43 F 3 High School Single Less than $40K Blue 36 3 3 2 1438.3 0 1438.3 0.689 4401 73 0.698 0.000 1.8145e-04 0.99982000
787529583 Attrited Customer 41 F 5 Unknown Married $40K - $60K Blue 30 5 2 3 1588.0 0 1588.0 0.634 2561 61 0.649 0.000 9.9542e-01 0.00458119
717446208 Existing Customer 62 F 0 High School Single Less than $40K Blue 36 6 2 1 3749.0 1980 1769.0 0.706 5083 69 0.643 0.528 5.7261e-05 0.99994000
715236783 Existing Customer 42 F 4 College Divorced $40K - $60K Blue 36 4 3 2 3734.0 2517 1217.0 0.724 4792 87 0.740 0.674 1.8340e-04 0.99982000
804583833 Existing Customer 56 F 2 High School Married Unknown Blue 51 4 1 3 1796.0 1243 553.0 0.768 4316 87 0.891 0.692 9.0056e-05 0.99991000
713772333 Attrited Customer 45 F 3 Unknown Divorced Less than $40K Blue 34 4 3 1 3223.0 243 2980.0 0.433 1979 38 0.462 0.075 9.9198e-01 0.00802000
715321983 Existing Customer 33 F 2 Doctorate Married $40K - $60K Blue 36 4 2 1 2748.0 1867 881.0 0.816 4314 75 1.027 0.679 9.9330e-05 0.99990000
717773433 Existing Customer 57 F 0 Graduate Married Less than $40K Blue 45 6 1 2 2448.0 0 2448.0 0.606 5464 98 0.607 0.000 4.7263e-05 0.99995000
778632933 Existing Customer 49 F 3 College Married Less than $40K Blue 29 6 1 2 2548.0 1998 550.0 0.679 4702 79 0.927 0.784 5.5564e-05 0.99994000
808527183 Existing Customer 46 F 3 College Married Less than $40K Blue 41 4 1 1 1489.0 949 540.0 0.650 4669 94 0.741 0.637 3.3508e-05 0.99997000
714514008 Attrited Customer 38 F 1 Graduate Married Unknown Blue 29 3 3 3 8953.0 0 8953.0 0.403 1982 43 0.303 0.000 9.9649e-01 0.00350838
711669258 Attrited Customer 50 F 3 Uneducated Single Unknown Blue 36 2 3 3 3187.0 986 2201.0 0.615 2381 47 0.516 0.309 9.9691e-01 0.00308778
797218233 Existing Customer 51 F 2 Unknown Single Less than $40K Blue 45 5 1 0 1757.0 0 1757.0 0.533 4550 82 0.547 0.000 2.2331e-05 0.99998000
710612583 Existing Customer 52 M 4 High School Unknown $60K - $80K Blue 36 6 3 2 2597.0 1740 857.0 0.710 5037 80 0.778 0.670 1.8339e-04 0.99982000
712613808 Existing Customer 45 F 5 College Single Unknown Blue 32 3 3 3 5999.0 658 5341.0 0.638 4283 69 0.605 0.110 3.0364e-04 0.99970000
807173358 Existing Customer 56 F 0 Post-Graduate Married Less than $40K Blue 51 4 2 3 3617.0 878 2739.0 0.777 5416 76 0.900 0.243 1.9330e-04 0.99981000
778349883 Existing Customer 56 F 0 Uneducated Single Less than $40K Blue 36 4 3 1 3219.0 2114 1105.0 0.655 4188 75 0.667 0.657 9.5711e-05 0.99990000
720592533 Attrited Customer 41 M 4 Graduate Unknown $80K - $120K Blue 31 3 3 2 19782.0 868 18914.0 0.808 2535 44 0.467 0.044 9.9473e-01 0.00527000
714668433 Existing Customer 51 F 4 Graduate Single Less than $40K Blue 36 4 3 1 2522.0 1898 624.0 0.674 4122 67 0.763 0.753 1.1377e-04 0.99989000
720967233 Existing Customer 43 F 2 Unknown Married Less than $40K Blue 29 4 1 1 3327.0 2517 810.0 0.793 4901 88 0.913 0.757 3.6508e-05 0.99996000
718629858 Existing Customer 42 F 2 Uneducated Married Unknown Blue 32 5 5 3 4708.0 0 4708.0 0.718 4597 89 0.679 0.000 3.4740e-04 0.99965000
737962608 Existing Customer 48 F 4 College Divorced Less than $40K Blue 41 4 3 2 3745.0 2517 1228.0 0.672 4550 78 0.857 0.672 1.8340e-04 0.99982000
778207083 Attrited Customer 53 M 4 Uneducated Single $80K - $120K Blue 44 3 3 2 11561.0 2189 9372.0 0.742 2153 39 0.500 0.189 9.9487e-01 0.00513000
778781508 Attrited Customer 44 F 2 High School Married Unknown Blue 32 4 3 3 8477.0 2517 5960.0 0.717 2455 41 0.640 0.297 9.9661e-01 0.00338788
714142158 Existing Customer 59 F 0 Graduate Married Less than $40K Blue 48 2 2 1 2120.0 1411 709.0 0.665 3882 92 0.643 0.666 5.8902e-05 0.99994000
715390608 Existing Customer 45 F 5 Graduate Married Less than $40K Blue 39 5 3 2 2867.0 1209 1658.0 0.727 5311 81 0.976 0.422 1.8570e-04 0.99981000
715243458 Existing Customer 45 F 2 Graduate Single $40K - $60K Blue 36 5 3 1 2293.0 1304 989.0 0.708 5047 94 0.679 0.569 1.0848e-04 0.99989000
715418508 Existing Customer 51 M 1 Uneducated Single $120K + Blue 36 2 1 3 8671.0 590 8081.0 0.693 4399 72 0.756 0.068 8.9404e-05 0.99991000
711164508 Existing Customer 49 F 1 Graduate Divorced Unknown Silver 43 1 3 1 34516.0 1163 33353.0 0.725 3941 71 0.821 0.034 9.2001e-05 0.99991000
713239308 Existing Customer 43 F 2 High School Married Unknown Blue 36 2 3 3 2679.0 1694 985.0 0.603 4640 85 0.809 0.632 2.9408e-04 0.99971000
712323183 Existing Customer 38 M 3 Unknown Married $80K - $120K Blue 22 2 2 1 3224.0 0 3224.0 0.761 3738 63 0.658 0.000 7.8291e-05 0.99992000
797410983 Existing Customer 45 F 3 High School Married Unknown Blue 39 1 2 2 1438.3 745 693.3 0.830 5020 83 0.766 0.518 1.1482e-04 0.99989000
721167783 Existing Customer 54 M 4 High School Single $80K - $120K Blue 39 1 3 3 7773.0 2465 5308.0 0.788 4272 69 1.029 0.317 3.0842e-04 0.99969000
712130058 Attrited Customer 44 F 4 Uneducated Single Unknown Blue 36 3 3 4 8075.0 317 7758.0 0.585 2415 41 0.577 0.039 9.9821e-01 0.00179304
714060408 Existing Customer 57 F 3 High School Single Unknown Blue 37 3 1 2 3052.0 1603 1449.0 0.776 4210 82 0.907 0.525 5.5559e-05 0.99994000
715515333 Existing Customer 51 M 3 Graduate Married $120K + Blue 42 2 1 3 7932.0 2140 5792.0 0.554 4024 92 0.614 0.270 9.6126e-05 0.99990000
806970033 Existing Customer 48 M 3 High School Unknown $40K - $60K Blue 43 2 2 3 1753.0 1434 319.0 0.805 4588 77 1.026 0.818 1.9311e-04 0.99981000
817337958 Existing Customer 48 F 5 Doctorate Married Less than $40K Blue 33 2 1 3 5814.0 1176 4638.0 0.627 3796 74 1.056 0.202 1.3840e-04 0.99986000
788132208 Existing Customer 53 F 2 Graduate Married $40K - $60K Blue 38 3 2 1 1989.0 1003 986.0 0.677 5070 70 0.750 0.504 6.8640e-05 0.99993000
812653383 Existing Customer 55 F 1 College Single $40K - $60K Blue 50 3 3 3 1843.0 1520 323.0 0.864 4729 92 0.704 0.825 2.7607e-04 0.99972000
709762908 Existing Customer 52 F 1 Uneducated Married Unknown Blue 40 2 2 1 1438.3 1228 210.3 0.659 4991 78 0.902 0.854 6.6245e-05 0.99993000
717114708 Existing Customer 34 F 0 Graduate Married $40K - $60K Blue 26 3 3 2 2991.0 1830 1161.0 0.777 4414 77 0.878 0.612 1.5435e-04 0.99985000
767388783 Existing Customer 43 M 3 High School Married $60K - $80K Blue 36 3 3 1 9560.0 0 9560.0 0.802 4601 66 0.571 0.000 1.0943e-04 0.99989000
794719983 Attrited Customer 44 F 4 High School Unknown Less than $40K Blue 38 2 2 3 2616.0 2505 111.0 0.828 2576 42 0.500 0.958 9.9490e-01 0.00510000
778378983 Attrited Customer 54 F 1 Graduate Single Less than $40K Blue 34 5 2 2 2939.0 2152 787.0 0.555 2476 42 0.355 0.732 9.9073e-01 0.00927000
773275083 Existing Customer 49 F 3 College Married Unknown Blue 37 2 3 0 3085.0 966 2119.0 0.777 4765 79 0.646 0.313 6.6941e-05 0.99993000
719971458 Existing Customer 49 M 5 Graduate Single $80K - $120K Blue 41 2 3 2 5275.0 1490 3785.0 0.533 4213 74 1.114 0.282 1.8570e-04 0.99981000
721001883 Existing Customer 41 M 3 Uneducated Married $60K - $80K Blue 30 3 1 2 1950.0 1618 332.0 0.750 3357 47 0.880 0.830 5.8763e-05 0.99994000
778245633 Existing Customer 43 F 3 Graduate Single Unknown Blue 33 3 3 1 2341.0 1818 523.0 0.833 4356 70 0.628 0.777 1.1256e-04 0.99989000
718535733 Existing Customer 40 F 1 Uneducated Divorced Less than $40K Blue 25 3 3 1 3758.0 2047 1711.0 1.108 4928 79 0.646 0.545 1.0469e-04 0.99990000
711909933 Existing Customer 54 M 4 Unknown Married $80K - $120K Blue 42 3 3 1 1621.0 618 1003.0 0.846 4815 83 1.024 0.381 1.2505e-04 0.99987000
709253433 Existing Customer 50 F 2 Uneducated Married $40K - $60K Blue 41 2 1 2 10946.0 1912 9034.0 0.362 2448 58 0.450 0.175 5.6630e-05 0.99994000
719797758 Existing Customer 56 F 1 High School Single Less than $40K Blue 36 3 1 1 3422.0 2517 905.0 0.914 4922 84 0.680 0.736 3.0307e-05 0.99997000
789420933 Existing Customer 39 F 2 Uneducated Married Less than $40K Blue 30 3 1 3 3108.0 778 2330.0 0.645 4130 87 0.706 0.250 9.5249e-05 0.99990000
709850508 Attrited Customer 33 F 2 Graduate Married Less than $40K Blue 20 3 2 5 3202.0 0 3202.0 1.012 2917 37 0.682 0.000 9.9823e-01 0.00176584
715335558 Existing Customer 43 F 5 Uneducated Single Less than $40K Blue 36 2 1 2 1855.0 907 948.0 0.816 4191 81 0.761 0.489 5.8465e-05 0.99994000
711516783 Existing Customer 47 F 4 Uneducated Married $40K - $60K Blue 36 2 1 1 2155.0 1119 1036.0 0.815 5441 91 0.717 0.519 3.5816e-05 0.99996000
798917883 Existing Customer 42 F 4 College Single Less than $40K Blue 36 2 3 2 4150.0 2517 1633.0 0.619 4620 76 1.171 0.607 1.8340e-04 0.99982000
721525758 Existing Customer 45 M 5 Doctorate Married $80K - $120K Blue 35 2 2 2 2226.0 1229 997.0 0.784 4928 77 0.638 0.552 1.7004e-04 0.99983000
716249508 Existing Customer 48 F 5 High School Married $40K - $60K Blue 36 3 2 1 1610.0 0 1610.0 0.424 4243 85 0.848 0.000 6.8890e-05 0.99993000
716953083 Existing Customer 53 F 2 Graduate Married Unknown Blue 41 3 2 2 2046.0 1260 786.0 0.768 4228 81 0.884 0.616 1.1382e-04 0.99989000
712448658 Attrited Customer 52 F 1 High School Single Less than $40K Blue 36 3 3 2 1795.0 0 1795.0 0.718 2281 55 0.618 0.000 9.9395e-01 0.00605000
711766758 Existing Customer 42 F 4 Unknown Married Less than $40K Blue 30 3 2 1 1531.0 987 544.0 0.831 4373 67 0.811 0.645 7.9128e-05 0.99992000
709432833 Existing Customer 53 F 1 Unknown Married Less than $40K Blue 36 2 2 3 1472.0 1196 276.0 1.240 4859 73 0.973 0.812 1.9751e-04 0.99980000
719964933 Existing Customer 50 F 5 Graduate Single Less than $40K Blue 41 3 2 2 1438.3 0 1438.3 0.683 4550 78 0.857 0.000 1.1751e-04 0.99988000
719857008 Existing Customer 37 F 1 Graduate Single $40K - $60K Blue 36 3 3 1 2886.0 2198 688.0 0.828 4531 81 0.723 0.762 1.0182e-04 0.99990000
758340108 Existing Customer 39 F 2 Graduate Single Less than $40K Silver 29 3 3 2 10024.0 913 9111.0 0.568 3906 78 0.592 0.091 1.6253e-04 0.99984000
708276183 Attrited Customer 52 F 3 Post-Graduate Married Less than $40K Blue 45 2 4 1 1760.0 0 1760.0 0.046 1554 35 0.029 0.000 9.9379e-01 0.00621000
716481408 Existing Customer 38 F 2 Graduate Single Less than $40K Blue 36 3 1 1 1461.0 0 1461.0 0.681 4769 76 0.949 0.000 3.3214e-05 0.99997000
720590058 Attrited Customer 51 F 1 Graduate Single $40K - $60K Blue 36 3 3 3 8840.0 1794 7046.0 0.848 2839 47 0.808 0.203 9.9649e-01 0.00350838
789347133 Existing Customer 38 F 2 Post-Graduate Married $40K - $60K Blue 28 2 1 1 4468.0 2395 2073.0 0.706 4690 79 0.756 0.536 3.9082e-05 0.99996000
719112258 Existing Customer 42 M 4 College Unknown $60K - $80K Blue 35 3 3 3 2516.0 1360 1156.0 1.193 4692 79 0.681 0.541 3.0845e-04 0.99969000
717748608 Attrited Customer 35 F 4 High School Married Less than $40K Blue 24 3 2 4 1555.0 872 683.0 0.772 2252 51 0.645 0.561 9.9701e-01 0.00299357
710740008 Existing Customer 57 M 1 Graduate Unknown $80K - $120K Blue 39 3 1 1 1438.3 641 797.3 0.660 5140 82 0.519 0.446 3.1176e-05 0.99997000
716694108 Attrited Customer 42 M 4 Uneducated Married $120K + Blue 34 2 3 3 5195.0 468 4727.0 0.567 2682 48 0.231 0.090 9.9694e-01 0.00305523
719372583 Existing Customer 57 M 3 Graduate Single $120K + Blue 36 2 2 1 17268.0 1197 16071.0 0.637 4077 90 0.698 0.069 7.1226e-05 0.99993000
719981508 Attrited Customer 37 M 2 Uneducated Single Unknown Blue 24 2 2 3 1649.0 0 1649.0 0.864 2574 51 0.700 0.000 9.9495e-01 0.00505000
751350558 Existing Customer 57 F 1 High School Married Less than $40K Blue 50 3 2 2 1609.0 0 1609.0 0.669 4770 85 0.700 0.000 1.0386e-04 0.99990000
715123983 Existing Customer 43 F 1 College Single Less than $40K Blue 36 3 2 2 3342.0 2517 825.0 0.977 5848 81 0.800 0.753 1.0387e-04 0.99990000
709250508 Existing Customer 63 M 1 Uneducated Single Less than $40K Blue 56 3 1 2 6973.0 2517 4456.0 0.781 4877 88 0.692 0.361 5.3155e-05 0.99995000
716754783 Attrited Customer 43 M 4 High School Married $120K + Blue 30 3 2 3 17228.0 1331 15897.0 0.519 2229 44 0.375 0.077 9.9490e-01 0.00510000
719025333 Existing Customer 48 M 2 Post-Graduate Married $40K - $60K Blue 42 3 2 0 1898.0 0 1898.0 0.838 3513 59 0.686 0.000 4.9404e-05 0.99995000
718566858 Existing Customer 46 F 2 College Single Less than $40K Blue 36 3 2 2 1438.3 0 1438.3 0.757 5005 79 0.795 0.000 1.1066e-04 0.99989000
710675508 Existing Customer 40 F 3 College Unknown Unknown Blue 28 2 3 1 2321.0 1190 1131.0 0.736 5149 98 0.661 0.513 1.0944e-04 0.99989000
818729208 Existing Customer 52 M 3 Graduate Married $60K - $80K Blue 47 3 3 3 8185.0 941 7244.0 0.874 4525 77 0.604 0.115 3.1390e-04 0.99969000
709068183 Existing Customer 53 M 4 College Single $60K - $80K Blue 42 3 3 3 3096.0 0 3096.0 0.684 4709 87 0.776 0.000 3.0845e-04 0.99969000
715358283 Existing Customer 57 F 2 Uneducated Married Less than $40K Blue 46 2 3 2 2129.0 1139 990.0 1.025 4509 73 0.825 0.535 1.8494e-04 0.99982000
710966433 Existing Customer 50 F 3 Uneducated Married Less than $40K Blue 36 3 2 2 2615.0 1404 1211.0 0.503 3785 67 1.161 0.537 1.2144e-04 0.99988000
708575058 Attrited Customer 46 F 3 Uneducated Divorced $40K - $60K Blue 39 2 3 2 3157.0 965 2192.0 0.928 3300 58 0.568 0.306 9.9482e-01 0.00518000
713929533 Attrited Customer 36 F 3 College Married Less than $40K Blue 36 2 2 2 1707.0 0 1707.0 0.319 2060 52 0.529 0.000 9.9137e-01 0.00863000
714087258 Existing Customer 49 F 1 Uneducated Divorced Less than $40K Blue 36 2 3 2 1838.0 0 1838.0 0.650 5156 72 0.895 0.000 1.7360e-04 0.99983000
756383283 Existing Customer 38 F 3 College Married Less than $40K Blue 31 3 1 3 5523.0 2517 3006.0 0.720 4170 80 0.739 0.456 9.3457e-05 0.99991000
720766908 Attrited Customer 40 F 2 Uneducated Single Less than $40K Blue 28 2 2 2 3021.0 0 3021.0 0.694 2814 37 0.321 0.000 9.9153e-01 0.00847000
718133733 Existing Customer 44 F 4 Post-Graduate Unknown Less than $40K Blue 36 3 1 1 7317.0 1540 5777.0 0.616 4100 76 0.810 0.210 4.0988e-05 0.99996000
720823458 Existing Customer 59 F 2 Unknown Married Less than $40K Blue 46 2 6 2 5218.0 1907 3311.0 0.797 4658 85 0.889 0.365 1.5608e-04 0.99984000
720027258 Existing Customer 53 F 2 High School Single Less than $40K Blue 40 3 1 3 1438.3 0 1438.3 1.052 4978 73 0.921 0.000 9.0056e-05 0.99991000
807604233 Existing Customer 54 M 3 Graduate Married $80K - $120K Blue 49 2 3 3 11114.0 2482 8632.0 1.080 5044 81 0.688 0.223 3.1390e-04 0.99969000
801786483 Existing Customer 51 M 0 High School Single $80K - $120K Blue 45 3 2 3 10648.0 2517 8131.0 0.708 4930 89 0.978 0.236 1.5970e-04 0.99984000
789138258 Existing Customer 45 F 3 High School Single Less than $40K Blue 34 2 3 2 2976.0 2372 604.0 0.772 4799 83 0.729 0.797 1.8145e-04 0.99982000
805524708 Attrited Customer 52 F 3 High School Divorced Less than $40K Blue 47 3 3 1 6629.0 2517 4112.0 0.932 2599 50 0.562 0.380 9.9095e-01 0.00905000
779642733 Existing Customer 42 F 5 Unknown Married Less than $40K Blue 25 3 1 1 2812.0 2238 574.0 0.713 4823 77 0.833 0.796 3.7691e-05 0.99996000
771735933 Existing Customer 48 M 2 High School Married $80K - $120K Blue 36 2 1 1 10761.0 1722 9039.0 0.700 4731 82 0.783 0.160 3.2288e-05 0.99997000
789917208 Existing Customer 40 F 4 High School Married Less than $40K Blue 31 2 3 3 1968.0 1781 187.0 0.972 5087 69 0.725 0.905 3.0842e-04 0.99969000
779608083 Existing Customer 55 M 2 Doctorate Single Less than $40K Blue 44 2 2 2 3897.0 1247 2650.0 0.689 3681 62 0.632 0.320 1.6471e-04 0.99984000
711287733 Existing Customer 45 M 4 Unknown Married $40K - $60K Blue 36 3 2 1 4721.0 1289 3432.0 0.656 3856 74 0.762 0.273 7.9128e-05 0.99992000
774675933 Existing Customer 40 M 3 College Divorced $80K - $120K Silver 34 2 1 3 34516.0 2052 32464.0 0.477 3510 62 0.476 0.059 8.4444e-05 0.99992000
716741508 Existing Customer 33 F 3 High School Married Less than $40K Blue 21 2 1 3 2831.0 1167 1664.0 0.744 4460 65 0.857 0.412 9.3448e-05 0.99991000
721106133 Existing Customer 57 F 3 Uneducated Divorced Unknown Blue 36 3 4 1 2312.0 1789 523.0 0.867 5104 82 0.783 0.774 1.3987e-04 0.99986000
716698608 Existing Customer 51 M 2 Unknown Single $80K - $120K Blue 39 2 1 1 8924.0 0 8924.0 0.460 4441 87 0.673 0.000 3.6508e-05 0.99996000
716299608 Attrited Customer 58 F 3 Unknown Divorced Less than $40K Blue 36 2 2 3 1508.0 0 1508.0 0.458 1990 31 0.192 0.000 9.9544e-01 0.00455805
718116933 Existing Customer 53 F 3 Graduate Single Less than $40K Blue 36 2 3 1 1438.3 630 808.3 0.667 4704 79 0.756 0.438 1.1256e-04 0.99989000
720513333 Existing Customer 46 M 3 High School Single $80K - $120K Blue 39 2 1 3 21350.0 1724 19626.0 0.512 4878 78 0.444 0.081 9.3448e-05 0.99991000
802460433 Attrited Customer 57 F 3 High School Married Unknown Blue 51 2 5 2 1438.3 0 1438.3 0.733 2607 37 0.609 0.000 9.9509e-01 0.00490915
720482583 Existing Customer 52 F 1 College Married Unknown Blue 43 3 3 1 10431.0 2163 8268.0 0.640 4598 69 0.865 0.207 9.8992e-05 0.99990000
719584608 Existing Customer 40 M 4 High School Unknown $40K - $60K Blue 32 3 1 1 1438.3 0 1438.3 0.657 4215 79 0.927 0.000 3.3863e-05 0.99997000
709477233 Existing Customer 37 F 2 High School Single Unknown Blue 36 3 2 1 2346.0 1621 725.0 0.613 4287 79 0.717 0.691 6.6728e-05 0.99993000
719512983 Attrited Customer 47 F 4 Graduate Single Less than $40K Blue 39 3 3 6 1438.3 0 1438.3 0.854 2295 51 0.545 0.000 9.9939e-01 0.00060765
714923583 Attrited Customer 38 F 2 Graduate Unknown Less than $40K Blue 36 2 3 2 2369.0 0 2369.0 0.510 1924 48 0.548 0.000 9.9447e-01 0.00553000
779397183 Existing Customer 42 F 2 Graduate Single Less than $40K Blue 31 2 1 1 3659.0 0 3659.0 0.797 4068 61 0.694 0.000 3.3214e-05 0.99997000
714671658 Existing Customer 38 F 5 Graduate Married Less than $40K Blue 31 2 5 2 2153.0 1392 761.0 0.787 4268 85 0.667 0.647 2.0741e-04 0.99979000
779218233 Existing Customer 47 F 5 Post-Graduate Single Less than $40K Blue 37 2 3 3 9430.0 0 9430.0 0.680 4115 75 0.923 0.000 3.6747e-04 0.99963000
713456583 Existing Customer 45 M 2 High School Married $80K - $120K Silver 37 3 2 2 34516.0 1495 33021.0 0.520 3247 70 0.707 0.043 9.9979e-05 0.99990000
790221633 Existing Customer 44 F 4 Graduate Single $40K - $60K Blue 38 3 3 3 3897.0 2296 1601.0 0.746 4627 77 0.791 0.589 3.1726e-04 0.99968000
721299483 Existing Customer 47 M 3 Graduate Single $80K - $120K Blue 32 2 1 1 11671.0 1304 10367.0 0.491 4168 71 0.868 0.112 3.4465e-05 0.99997000
711701958 Existing Customer 48 M 1 Unknown Single $60K - $80K Blue 38 3 3 3 11367.0 1999 9368.0 0.661 4175 63 0.537 0.176 3.1211e-04 0.99969000
783573408 Existing Customer 42 F 4 College Single $40K - $60K Blue 36 3 1 2 2575.0 2136 439.0 0.722 5267 83 0.886 0.830 5.6158e-05 0.99994000
709641933 Existing Customer 42 F 3 Graduate Married $40K - $60K Blue 36 3 1 2 3433.0 1869 1564.0 0.838 4504 84 0.787 0.544 5.7151e-05 0.99994000
718755483 Existing Customer 44 M 2 High School Married $60K - $80K Blue 36 3 2 1 7317.0 959 6358.0 0.653 5082 86 0.686 0.131 6.6728e-05 0.99993000
720914358 Existing Customer 46 F 3 Graduate Married Less than $40K Blue 36 3 2 3 4416.0 1333 3083.0 0.631 4894 84 0.647 0.302 1.9864e-04 0.99980000
714811533 Existing Customer 39 M 2 High School Unknown $60K - $80K Blue 32 3 2 2 1715.0 0 1715.0 0.896 5910 91 0.517 0.000 1.1065e-04 0.99989000
719898108 Existing Customer 57 F 2 Doctorate Married $40K - $60K Blue 41 2 3 3 3667.0 809 2858.0 0.778 5322 79 0.975 0.221 4.3772e-04 0.99956000
720719883 Attrited Customer 54 F 1 Graduate Single Unknown Blue 41 3 3 3 1874.0 0 1874.0 0.806 2535 55 0.618 0.000 9.9649e-01 0.00350838
780338733 Existing Customer 50 F 2 Graduate Married Less than $40K Blue 37 2 1 2 1438.3 491 947.3 0.730 5102 83 0.694 0.341 5.5077e-05 0.99994000
709810458 Existing Customer 56 F 0 Unknown Single Less than $40K Blue 44 3 2 0 1579.0 768 811.0 0.888 4241 72 0.946 0.486 3.9603e-05 0.99996000
821356083 Existing Customer 54 F 3 Uneducated Married $40K - $60K Blue 49 3 1 3 1626.0 0 1626.0 0.664 4830 87 0.642 0.000 9.8837e-05 0.99990000
793428408 Existing Customer 50 F 3 Uneducated Married Less than $40K Blue 44 2 2 1 1596.0 1185 411.0 0.687 5235 76 1.000 0.742 7.3235e-05 0.99993000
746453583 Existing Customer 56 F 1 Unknown Married $40K - $60K Blue 49 2 2 2 2604.0 1395 1209.0 0.528 4498 85 0.700 0.536 1.1743e-04 0.99988000
771799008 Existing Customer 61 F 1 Graduate Married Unknown Blue 50 3 3 1 3359.0 1405 1954.0 0.684 4871 79 0.975 0.418 1.0182e-04 0.99990000
719075883 Existing Customer 38 F 3 High School Married $40K - $60K Blue 27 2 3 3 2363.0 2033 330.0 0.498 3904 66 0.610 0.860 3.0516e-04 0.99969000
714986583 Existing Customer 55 F 4 Uneducated Single Less than $40K Blue 46 3 2 2 4978.0 923 4055.0 0.883 5025 62 0.879 0.185 1.2274e-04 0.99988000
753233733 Existing Customer 38 M 1 Graduate Single $80K - $120K Blue 29 3 3 3 2155.0 1290 865.0 0.718 3781 61 0.906 0.599 2.8395e-04 0.99972000
806914158 Attrited Customer 38 F 4 Graduate Married $40K - $60K Blue 33 4 3 1 4047.0 0 4047.0 0.648 2134 34 0.478 0.000 9.9129e-01 0.00871000
812671758 Attrited Customer 47 F 5 Doctorate Married Unknown Blue 42 3 5 3 4345.0 2176 2169.0 0.752 2458 44 0.467 0.501 9.9802e-01 0.00197641
789191358 Existing Customer 55 M 4 Graduate Single $80K - $120K Blue 44 2 3 2 1854.0 794 1060.0 0.614 4035 80 0.739 0.428 1.8864e-04 0.99981000
772111083 Existing Customer 50 M 1 High School Married $80K - $120K Blue 39 3 3 2 5384.0 1396 3988.0 0.756 4338 75 0.829 0.259 1.6413e-04 0.99984000
714961383 Existing Customer 48 F 3 Uneducated Single Less than $40K Blue 36 3 3 3 1438.3 965 473.3 0.544 4182 81 0.723 0.671 3.2275e-04 0.99968000
817288458 Existing Customer 33 F 2 Graduate Single Less than $40K Blue 19 3 2 3 5141.0 1737 3404.0 0.985 5859 82 0.783 0.338 1.9143e-04 0.99981000
719163108 Existing Customer 44 M 3 Graduate Married $120K + Blue 31 2 2 3 3977.0 1325 2652.0 0.769 4076 62 0.632 0.333 1.9864e-04 0.99980000
713922183 Existing Customer 52 M 2 Uneducated Single $120K + Blue 36 3 2 1 2507.0 1259 1248.0 0.850 4461 73 0.921 0.502 7.0576e-05 0.99993000
716443608 Existing Customer 46 F 3 Unknown Unknown Less than $40K Blue 36 2 3 1 7199.0 1235 5964.0 0.830 4050 78 0.814 0.172 1.2373e-04 0.99988000
827953683 Existing Customer 41 M 2 Graduate Married $60K - $80K Blue 37 1 2 1 3786.0 1171 2615.0 0.697 5369 75 0.596 0.309 6.8640e-05 0.99993000
789678483 Existing Customer 50 F 2 High School Married Less than $40K Silver 37 1 3 2 13384.0 0 13384.0 0.696 4773 77 0.674 0.000 1.5800e-04 0.99984000
793630083 Attrited Customer 39 M 2 High School Single $120K + Blue 33 1 3 4 1726.0 1476 250.0 0.371 1804 34 0.259 0.855 9.9801e-01 0.00198853
756306183 Existing Customer 42 F 1 College Married Less than $40K Blue 35 2 1 3 2873.0 2517 356.0 0.803 4897 71 1.088 0.876 8.4537e-05 0.99992000
736893108 Existing Customer 33 F 2 Doctorate Single Less than $40K Blue 26 2 3 2 1438.3 0 1438.3 0.613 4196 87 0.891 0.000 2.6028e-04 0.99974000
712900308 Attrited Customer 44 F 2 College Single Less than $40K Blue 34 4 3 3 1751.0 0 1751.0 0.506 2078 37 0.423 0.000 9.9661e-01 0.00338757
798045708 Existing Customer 42 F 5 Graduate Married $40K - $60K Blue 36 2 1 1 7434.0 0 7434.0 0.630 4182 76 1.171 0.000 3.4290e-05 0.99997000
715657833 Existing Customer 52 F 3 Unknown Single Less than $40K Blue 41 2 3 2 1438.3 787 651.3 0.601 4956 89 0.745 0.547 2.0516e-04 0.99979000
712111608 Existing Customer 59 F 2 Post-Graduate Single Less than $40K Blue 54 1 1 3 1438.3 0 1438.3 0.610 4919 72 0.756 0.000 1.0900e-04 0.99989000
711792783 Existing Customer 45 F 3 Unknown Divorced $40K - $60K Blue 26 1 1 2 2032.0 1195 837.0 0.642 4479 80 0.667 0.588 6.2820e-05 0.99994000
716067333 Existing Customer 61 M 0 Graduate Married Unknown Blue 36 2 3 3 6959.0 945 6014.0 0.816 4553 84 0.714 0.136 2.5960e-04 0.99974000
780660183 Attrited Customer 43 F 4 High School Divorced Less than $40K Blue 32 2 3 2 8203.0 0 8203.0 0.691 2613 46 0.840 0.000 9.9458e-01 0.00542000
720761208 Attrited Customer 59 M 1 College Single $120K + Blue 47 2 4 2 4789.0 357 4432.0 0.798 2496 41 0.640 0.075 9.9499e-01 0.00501000
788794758 Attrited Customer 46 M 4 Graduate Single $40K - $60K Blue 28 2 2 4 2979.0 0 2979.0 0.644 2061 38 0.462 0.000 9.9709e-01 0.00291040
711150333 Attrited Customer 40 F 3 Graduate Single Less than $40K Blue 31 5 3 2 2391.0 0 2391.0 0.669 2857 40 0.600 0.000 9.9467e-01 0.00533000
714418158 Existing Customer 63 F 0 Uneducated Single Less than $40K Blue 56 2 2 2 7264.0 851 6413.0 0.814 3527 69 0.816 0.117 1.0043e-04 0.99990000
713634108 Existing Customer 45 F 3 Graduate Single Unknown Blue 36 1 2 2 4348.0 1830 2518.0 1.036 4293 66 0.692 0.421 1.1811e-04 0.99988000
717231558 Existing Customer 49 F 4 Graduate Married Less than $40K Blue 43 2 2 2 3002.0 1446 1556.0 0.815 4851 74 0.947 0.482 1.1937e-04 0.99988000
711589758 Existing Customer 42 M 5 High School Married $60K - $80K Blue 32 1 2 2 4162.0 1641 2521.0 0.719 3967 75 0.923 0.394 1.1423e-04 0.99989000
787481208 Existing Customer 46 F 1 Unknown Unknown Less than $40K Blue 34 1 3 1 2762.0 1793 969.0 0.901 5006 78 0.660 0.649 1.1192e-04 0.99989000
715516458 Attrited Customer 42 F 1 High School Married $40K - $60K Blue 36 5 3 2 2705.0 2430 275.0 0.698 2602 43 0.433 0.898 9.9395e-01 0.00605000
714998508 Existing Customer 53 M 3 Uneducated Married $120K + Blue 36 2 2 0 3742.0 1454 2288.0 0.894 5326 62 0.676 0.389 4.4796e-05 0.99996000
713328108 Existing Customer 60 F 1 College Married Less than $40K Blue 36 2 2 2 1671.0 1047 624.0 0.727 5189 79 0.795 0.627 1.0387e-04 0.99990000
716229108 Existing Customer 55 F 3 College Divorced Less than $40K Blue 46 2 3 3 3282.0 2262 1020.0 0.653 4674 84 0.585 0.689 3.0519e-04 0.99969000
820925433 Existing Customer 50 F 2 Post-Graduate Single Less than $40K Blue 45 2 3 2 1529.0 710 819.0 0.657 4751 81 0.884 0.464 2.1165e-04 0.99979000
816129258 Existing Customer 34 F 2 Post-Graduate Single Less than $40K Blue 29 2 3 3 2509.0 1897 612.0 0.938 4837 74 0.542 0.756 3.5594e-04 0.99964000
808903308 Attrited Customer 54 F 1 Unknown Married $40K - $60K Blue 49 4 3 6 2471.0 0 2471.0 0.722 2519 35 0.522 0.000 9.9938e-01 0.00061767
713809833 Existing Customer 42 F 3 Graduate Unknown Unknown Blue 32 2 3 2 9749.0 859 8890.0 0.584 4684 86 0.623 0.088 1.8665e-04 0.99981000
713542008 Existing Customer 48 F 3 High School Unknown Less than $40K Blue 37 1 2 3 1438.3 0 1438.3 0.584 4236 83 0.844 0.000 1.9311e-04 0.99981000
717385083 Existing Customer 46 M 3 High School Married $120K + Blue 35 2 2 3 4916.0 1122 3794.0 0.659 4813 87 0.706 0.228 1.9311e-04 0.99981000
708652908 Existing Customer 47 F 5 Uneducated Married Less than $40K Blue 36 1 6 1 2291.0 1419 872.0 0.725 4498 81 0.761 0.619 9.0898e-05 0.99991000
715644633 Existing Customer 42 F 3 Graduate Single $40K - $60K Blue 34 1 2 1 1528.0 820 708.0 0.908 5212 88 0.833 0.537 7.1226e-05 0.99993000
708761733 Existing Customer 52 F 3 High School Married Unknown Blue 36 2 2 2 8279.0 1582 6697.0 0.760 4419 63 0.658 0.191 1.1482e-04 0.99989000
714600258 Existing Customer 45 M 2 Post-Graduate Married $60K - $80K Blue 36 1 2 2 5945.0 2015 3930.0 0.815 3645 70 1.000 0.339 1.3393e-04 0.99987000
823566408 Existing Customer 44 F 3 Graduate Married Less than $40K Blue 40 2 2 1 1438.3 0 1438.3 0.773 4625 93 0.938 0.000 7.1226e-05 0.99993000
713373708 Attrited Customer 54 F 3 Unknown Single Less than $40K Blue 36 2 3 3 1857.0 0 1857.0 0.488 2464 57 0.839 0.000 9.9711e-01 0.00288892
708307533 Existing Customer 42 M 2 Uneducated Married $60K - $80K Blue 30 1 2 3 3086.0 0 3086.0 0.808 4129 81 0.884 0.000 1.9683e-04 0.99980000
820085808 Existing Customer 54 F 3 Graduate Married Less than $40K Blue 49 1 1 2 2598.0 1343 1255.0 0.637 4692 86 0.720 0.517 5.7151e-05 0.99994000
716685033 Existing Customer 38 F 1 High School Married $40K - $60K Blue 19 1 1 2 5559.0 1600 3959.0 0.716 5344 82 0.864 0.288 5.0256e-05 0.99995000
713063958 Existing Customer 51 M 1 Graduate Single $80K - $120K Blue 39 1 1 3 7562.0 1080 6482.0 0.561 5010 85 0.700 0.143 8.6952e-05 0.99991000
708371733 Existing Customer 41 F 3 High School Married Less than $40K Blue 15 1 1 2 4662.0 0 4662.0 0.661 4931 81 0.841 0.000 5.5559e-05 0.99994000
780277458 Existing Customer 52 F 2 Graduate Single Less than $40K Blue 38 2 2 3 2904.0 2517 387.0 0.586 4503 89 0.712 0.867 1.9143e-04 0.99981000
797232183 Existing Customer 42 F 4 Unknown Married Less than $40K Blue 36 2 1 1 2676.0 1962 714.0 0.668 5020 75 0.786 0.733 3.8289e-05 0.99996000
720789933 Existing Customer 46 F 4 Graduate Married Unknown Blue 32 2 1 1 5798.0 680 5118.0 0.708 5027 82 0.640 0.117 3.4833e-05 0.99997000
808281483 Existing Customer 46 F 2 Unknown Single Less than $40K Blue 41 2 3 3 2665.0 2157 508.0 0.637 4249 76 1.235 0.809 3.3251e-04 0.99967000
712968708 Existing Customer 55 F 1 High School Single $40K - $60K Blue 47 2 3 1 2343.0 1780 563.0 0.792 5167 78 0.773 0.760 9.8983e-05 0.99990000
711263058 Existing Customer 29 F 1 Unknown Single Less than $40K Blue 36 1 1 2 2763.0 1879 884.0 0.701 4660 80 0.778 0.680 5.6825e-05 0.99994000
788813658 Existing Customer 62 F 0 Graduate Single Unknown Blue 45 2 2 3 10503.0 0 10503.0 0.886 4755 88 0.725 0.000 1.6428e-04 0.99984000
721444758 Existing Customer 47 F 2 College Married Less than $40K Blue 36 1 3 3 2780.0 2216 564.0 0.826 4980 78 0.857 0.797 2.9411e-04 0.99971000
711448983 Attrited Customer 47 F 2 Graduate Married Less than $40K Blue 34 2 2 2 2234.0 2024 210.0 0.717 2313 37 0.321 0.906 9.9129e-01 0.00871000
712664658 Attrited Customer 35 F 1 Graduate Single Less than $40K Blue 30 2 2 2 1649.0 0 1649.0 0.683 2549 54 0.588 0.000 9.9073e-01 0.00927000
714237033 Attrited Customer 42 F 4 Uneducated Married Unknown Blue 36 6 2 3 5557.0 2246 3311.0 0.518 2299 39 0.444 0.404 9.9518e-01 0.00481999
718370733 Existing Customer 48 F 2 Uneducated Married Unknown Blue 35 2 3 3 6074.0 0 6074.0 0.782 4504 90 0.765 0.000 3.1104e-04 0.99969000
713726958 Attrited Customer 40 F 3 Doctorate Married Less than $40K Blue 21 5 2 2 1728.0 0 1728.0 0.410 2191 38 0.357 0.000 9.9418e-01 0.00582000
794160408 Existing Customer 46 F 3 Graduate Married Unknown Blue 40 1 1 1 3044.0 1973 1071.0 0.946 4747 73 1.028 0.648 3.4465e-05 0.99997000
716009883 Existing Customer 41 F 1 Graduate Single $40K - $60K Blue 28 1 3 1 8482.0 585 7897.0 0.624 4245 74 0.897 0.069 1.0182e-04 0.99990000
711873033 Attrited Customer 35 F 3 Unknown Single Unknown Blue 29 4 2 3 1438.3 0 1438.3 0.748 2549 56 0.750 0.000 9.9544e-01 0.00455805
712715208 Attrited Customer 52 M 1 High School Single $80K - $120K Blue 44 1 3 2 3770.0 0 3770.0 0.544 2387 51 0.500 0.000 9.9395e-01 0.00605000
778899708 Attrited Customer 56 F 2 Unknown Single $40K - $60K Blue 37 2 2 3 2963.0 0 2963.0 0.902 2919 47 0.382 0.000 9.9527e-01 0.00472896
771865908 Attrited Customer 48 F 2 Graduate Single Unknown Blue 37 4 2 3 11750.0 487 11263.0 0.772 2532 48 0.548 0.041 9.9480e-01 0.00520000
716273133 Existing Customer 41 F 3 Graduate Married Less than $40K Blue 36 2 2 3 1593.0 0 1593.0 0.610 4853 78 0.592 0.000 1.9864e-04 0.99980000
709927458 Existing Customer 38 M 3 Graduate Single $40K - $60K Blue 20 1 3 3 10486.0 1544 8942.0 0.716 4042 77 0.925 0.147 3.1390e-04 0.99969000
715162608 Attrited Customer 48 F 2 Graduate Single Less than $40K Blue 41 4 2 3 2168.0 1323 845.0 0.687 2499 38 0.407 0.610 9.9480e-01 0.00520000
719862258 Existing Customer 38 F 2 Uneducated Single Unknown Blue 28 2 3 3 5666.0 1393 4273.0 0.840 5015 90 0.915 0.246 3.1104e-04 0.99969000
788719533 Existing Customer 53 M 4 Post-Graduate Married $80K - $120K Blue 34 1 2 3 13679.0 0 13679.0 0.908 4060 61 1.346 0.000 2.3623e-04 0.99976000
715566408 Existing Customer 45 F 3 Doctorate Married Less than $40K Blue 36 1 2 2 2143.0 1479 664.0 0.708 4404 77 0.750 0.690 1.7091e-04 0.99983000
717359208 Existing Customer 57 F 0 College Married Less than $40K Blue 47 2 3 1 4945.0 1779 3166.0 0.536 4037 72 0.756 0.360 9.0501e-05 0.99991000
721410858 Existing Customer 54 F 4 High School Single Less than $40K Blue 36 1 3 0 1921.0 1334 587.0 0.694 4512 90 0.765 0.694 6.7650e-05 0.99993000
779420583 Existing Customer 45 F 4 Graduate Single Less than $40K Blue 33 2 1 3 3001.0 2055 946.0 0.838 4662 70 0.628 0.685 9.7154e-05 0.99990000
714222183 Existing Customer 38 F 3 Graduate Single $40K - $60K Blue 36 1 1 1 2132.0 1084 1048.0 0.767 4874 78 0.660 0.508 3.4465e-05 0.99997000
709079883 Attrited Customer 45 F 4 Doctorate Married Less than $40K Blue 36 5 3 3 1663.0 1012 651.0 0.886 2729 38 0.520 0.609 9.9783e-01 0.00217267
721406658 Attrited Customer 32 F 0 Unknown Divorced Less than $40K Blue 36 6 3 3 1732.0 0 1732.0 0.683 2479 43 0.536 0.000 9.9651e-01 0.00349130
713782608 Existing Customer 46 F 4 Graduate Single $40K - $60K Blue 36 1 3 1 2652.0 2386 266.0 0.766 5329 83 0.729 0.900 1.1377e-04 0.99989000
720236433 Existing Customer 41 M 4 College Married $80K - $120K Blue 22 1 2 3 5037.0 1670 3367.0 0.787 4379 67 0.811 0.332 1.9519e-04 0.99980000
785106933 Existing Customer 51 F 1 Unknown Single Unknown Blue 45 2 2 3 6519.0 2178 4341.0 0.739 4505 71 0.732 0.334 1.9751e-04 0.99980000
716673258 Existing Customer 60 F 1 Unknown Single Less than $40K Blue 36 1 1 3 2347.0 1488 859.0 0.621 3977 83 0.886 0.634 9.5577e-05 0.99990000
708341958 Existing Customer 31 F 1 College Divorced Less than $40K Blue 21 2 2 3 2061.0 1904 157.0 0.786 4480 86 0.870 0.924 1.7470e-04 0.99983000
797150733 Attrited Customer 44 M 3 Unknown Single $40K - $60K Blue 38 5 2 2 1643.0 0 1643.0 0.600 1754 39 0.560 0.000 9.9236e-01 0.00764000
718279983 Existing Customer 49 F 1 College Married Unknown Blue 36 1 3 2 5039.0 2489 2550.0 0.875 4770 74 0.947 0.494 1.6415e-04 0.99984000
718548558 Existing Customer 53 F 3 Unknown Single Less than $40K Blue 42 1 1 3 2915.0 2041 874.0 0.927 4272 70 0.750 0.700 1.0566e-04 0.99989000
780360558 Existing Customer 33 F 1 Graduate Married Less than $40K Blue 20 2 2 2 1507.0 0 1507.0 0.723 4698 87 0.851 0.000 1.0684e-04 0.99989000
715012833 Existing Customer 46 F 1 High School Married Less than $40K Blue 36 1 3 3 3073.0 2517 556.0 0.841 4858 77 0.974 0.819 2.7604e-04 0.99972000
772388508 Existing Customer 43 F 3 Graduate Married Unknown Blue 32 2 3 3 8314.0 1349 6965.0 0.531 5028 80 0.702 0.162 3.1390e-04 0.99969000
788199858 Existing Customer 42 F 3 High School Unknown Unknown Blue 34 1 3 1 2798.0 1049 1749.0 0.890 5758 87 0.706 0.375 1.0943e-04 0.99989000
769578108 Existing Customer 40 M 4 Unknown Single $60K - $80K Blue 26 2 2 3 20929.0 1652 19277.0 0.523 4001 76 0.689 0.079 2.2068e-04 0.99978000
719843958 Existing Customer 46 M 2 Graduate Married $120K + Blue 34 2 3 3 1754.0 894 860.0 0.691 4874 79 0.837 0.510 3.0251e-04 0.99970000
767197983 Existing Customer 52 F 2 High School Single Less than $40K Blue 45 1 1 1 4209.0 0 4209.0 0.856 5938 83 0.694 0.000 3.2288e-05 0.99997000
711874833 Existing Customer 45 M 3 College Divorced $40K - $60K Blue 37 1 3 2 2449.0 0 2449.0 0.706 5497 88 0.630 0.000 1.8146e-04 0.99982000
714930333 Attrited Customer 39 M 3 College Married $80K - $120K Blue 30 2 3 3 4618.0 0 4618.0 0.717 2476 49 0.750 0.000 9.9674e-01 0.00326498
720989133 Existing Customer 41 F 2 College Married Less than $40K Blue 36 2 1 2 1654.0 1093 561.0 0.650 4596 82 0.822 0.661 5.3547e-05 0.99995000
720893958 Existing Customer 49 F 4 Uneducated Single Less than $40K Blue 36 1 3 3 1544.0 999 545.0 0.786 4215 53 1.120 0.647 3.2620e-04 0.99967000
769709058 Existing Customer 60 M 1 Uneducated Single $60K - $80K Blue 54 1 2 1 3618.0 972 2646.0 0.578 4228 63 0.465 0.269 6.6245e-05 0.99993000
711005583 Existing Customer 37 M 3 High School Single $80K - $120K Blue 24 1 2 3 3437.0 1064 2373.0 0.851 5110 76 0.854 0.310 1.9311e-04 0.99981000
826548708 Existing Customer 50 M 2 Graduate Single $80K - $120K Blue 46 2 3 2 5965.0 622 5343.0 0.728 4637 91 0.655 0.104 1.7987e-04 0.99982000
711093408 Existing Customer 46 F 2 Doctorate Married Less than $40K Blue 33 2 3 1 2644.0 1517 1127.0 0.721 4815 83 0.804 0.574 1.5697e-04 0.99984000
712831908 Existing Customer 59 F 1 College Married $40K - $60K Blue 49 2 2 1 3481.0 603 2878.0 0.692 4556 81 0.473 0.173 6.2639e-05 0.99994000
780222408 Existing Customer 49 F 5 Graduate Unknown Less than $40K Blue 36 1 3 2 3272.0 2085 1187.0 0.417 4444 83 0.627 0.637 1.8570e-04 0.99981000
714181008 Existing Customer 35 F 0 Graduate Married Less than $40K Blue 36 1 2 2 3019.0 1462 1557.0 0.718 4509 71 0.732 0.484 9.7673e-05 0.99990000
772346358 Existing Customer 52 F 3 Uneducated Single Less than $40K Blue 41 2 1 2 1801.0 0 1801.0 0.516 5047 79 0.756 0.000 5.8763e-05 0.99994000
717489033 Attrited Customer 27 F 0 High School Single Less than $40K Blue 18 6 1 4 1438.3 0 1438.3 0.781 2641 40 0.600 0.000 9.9247e-01 0.00753000
710969433 Existing Customer 41 F 1 Uneducated Married Less than $40K Blue 31 2 2 2 2909.0 1201 1708.0 0.729 4230 68 0.659 0.413 1.0985e-04 0.99989000
715807383 Existing Customer 45 F 4 Post-Graduate Single $40K - $60K Blue 36 1 3 3 4688.0 0 4688.0 0.593 5248 89 0.745 0.000 3.7329e-04 0.99963000
711807333 Existing Customer 37 F 2 College Single Less than $40K Blue 26 1 1 2 1438.3 0 1438.3 0.587 3948 84 0.680 0.000 5.3547e-05 0.99995000
816086508 Existing Customer 47 F 2 Unknown Married Less than $40K Blue 42 1 3 3 1438.3 0 1438.3 0.677 4624 73 0.587 0.000 3.3251e-04 0.99967000
714424533 Attrited Customer 41 F 4 Graduate Married Less than $40K Blue 36 6 2 2 1655.0 0 1655.0 0.496 2156 37 0.194 0.000 9.9169e-01 0.00831000
779536233 Existing Customer 47 F 4 Graduate Divorced $40K - $60K Blue 30 1 1 1 1438.3 601 837.3 1.000 4669 83 0.729 0.418 3.4833e-05 0.99997000
710794983 Existing Customer 41 F 3 High School Single Unknown Blue 32 2 1 1 4745.0 1157 3588.0 0.965 4705 78 0.902 0.244 3.3505e-05 0.99997000
779890833 Existing Customer 51 F 2 High School Divorced Less than $40K Blue 36 2 1 1 1438.3 0 1438.3 0.765 4866 65 0.625 0.000 3.2288e-05 0.99997000
779837808 Existing Customer 53 F 2 High School Married $40K - $60K Blue 37 1 4 3 5182.0 2500 2682.0 0.869 5012 85 0.809 0.482 3.5539e-04 0.99964000
713748708 Attrited Customer 46 F 3 Graduate Single Less than $40K Blue 37 1 2 4 1438.3 0 1438.3 0.350 1757 44 0.467 0.000 9.9706e-01 0.00294141
709123908 Existing Customer 43 F 2 Graduate Married $40K - $60K Blue 36 2 3 2 4287.0 0 4287.0 0.807 4874 82 0.708 0.000 1.7987e-04 0.99982000
816476658 Attrited Customer 54 F 2 Unknown Married Unknown Blue 49 2 4 3 1812.0 1798 14.0 0.735 2921 44 0.692 0.992 9.9752e-01 0.00248146
743800833 Existing Customer 53 F 3 College Married $40K - $60K Blue 46 2 1 1 2304.0 1144 1160.0 0.772 4505 85 1.179 0.497 3.3508e-05 0.99997000
806415183 Existing Customer 51 F 0 Doctorate Married Unknown Blue 46 1 3 3 13623.0 1432 12191.0 0.594 4534 83 0.886 0.105 3.7564e-04 0.99962000
794054058 Existing Customer 50 F 2 Graduate Single Less than $40K Blue 44 1 1 1 2765.0 0 2765.0 0.465 4010 59 0.513 0.000 3.3214e-05 0.99997000
771907158 Existing Customer 54 M 5 Unknown Married $120K + Blue 42 1 1 3 3731.0 1903 1828.0 0.915 4667 88 0.725 0.510 1.0512e-04 0.99989000
815789883 Existing Customer 46 F 3 College Single Less than $40K Blue 41 1 3 2 2485.0 861 1624.0 0.566 4728 81 0.761 0.346 1.8146e-04 0.99982000
712177908 Existing Customer 50 F 4 College Single Less than $40K Blue 36 1 3 1 2446.0 1763 683.0 0.598 4310 75 0.875 0.721 1.1061e-04 0.99989000
711234783 Attrited Customer 44 F 4 Unknown Married Less than $40K Blue 28 5 2 3 2020.0 0 2020.0 0.716 2621 45 0.552 0.000 9.9549e-01 0.00451007
793379058 Existing Customer 48 F 3 Graduate Single Less than $40K Blue 42 2 2 1 2214.0 1025 1189.0 0.567 5084 82 0.745 0.463 7.1226e-05 0.99993000
720480183 Existing Customer 45 F 3 Unknown Divorced Less than $40K Blue 34 1 2 1 1811.0 787 1024.0 0.585 4882 80 1.162 0.435 7.8291e-05 0.99992000
712974558 Existing Customer 56 F 2 College Single Less than $40K Blue 43 1 3 1 5254.0 0 5254.0 0.651 4546 89 0.712 0.000 1.0546e-04 0.99989000
717409533 Attrited Customer 36 F 2 Post-Graduate Single Less than $40K Blue 26 1 2 3 1821.0 1486 335.0 0.827 2824 43 0.387 0.816 9.9558e-01 0.00441892
712200033 Existing Customer 44 F 4 High School Single Less than $40K Blue 36 1 3 3 3024.0 0 3024.0 0.750 4983 78 0.733 0.000 3.0842e-04 0.99969000
713563383 Existing Customer 50 F 3 Unknown Single Less than $40K Blue 36 1 3 3 1930.0 952 978.0 0.670 3862 80 0.818 0.493 3.4503e-04 0.99965000
802795608 Existing Customer 54 F 2 High School Single Less than $40K Blue 48 1 3 2 1517.0 556 961.0 0.622 4981 82 0.864 0.367 1.7486e-04 0.99983000
787452333 Attrited Customer 39 F 1 High School Married Less than $40K Blue 25 2 2 1 2024.0 0 2024.0 0.801 2870 36 0.500 0.000 9.8429e-01 0.01571000
709520058 Attrited Customer 53 M 5 Uneducated Married $120K + Blue 38 4 2 2 19138.0 0 19138.0 0.482 2028 43 0.303 0.000 9.9179e-01 0.00821000
819690933 Existing Customer 56 M 1 Graduate Single $80K - $120K Blue 51 2 3 1 16835.0 897 15938.0 0.767 4059 80 0.778 0.053 1.0182e-04 0.99990000
820694133 Attrited Customer 60 F 0 High School Married Unknown Blue 55 4 1 3 5549.0 0 5549.0 0.703 2412 38 0.520 0.000 9.8723e-01 0.01277000
711800658 Attrited Customer 42 F 3 High School Single Less than $40K Blue 36 2 3 3 2145.0 0 2145.0 0.577 2465 42 0.355 0.000 9.9673e-01 0.00326528
717722958 Existing Customer 43 M 3 Uneducated Married $80K - $120K Blue 36 1 3 2 4654.0 1349 3305.0 0.810 4277 71 0.690 0.290 1.9191e-04 0.99981000
712279683 Attrited Customer 44 M 3 Graduate Married $60K - $80K Blue 36 2 3 3 9114.0 0 9114.0 0.654 2740 52 0.625 0.000 9.9683e-01 0.00317458
716606733 Existing Customer 33 F 1 Graduate Single $40K - $60K Blue 18 2 2 3 3043.0 2054 989.0 0.735 4833 85 0.667 0.675 1.7969e-04 0.99982000
716060358 Existing Customer 53 F 2 Graduate Married $40K - $60K Blue 45 2 2 2 4621.0 913 3708.0 0.917 4952 82 0.745 0.198 1.1382e-04 0.99989000
709158333 Existing Customer 44 M 4 Graduate Single $60K - $80K Blue 28 2 2 1 2758.0 461 2297.0 0.580 4244 96 0.778 0.167 7.1987e-05 0.99993000
721113333 Existing Customer 54 F 0 Graduate Married Less than $40K Blue 36 1 2 3 1740.0 0 1740.0 0.811 4751 93 0.860 0.000 1.6428e-04 0.99984000
712620858 Existing Customer 34 F 4 Doctorate Married Unknown Blue 36 1 2 2 7744.0 1804 5940.0 0.942 4572 60 0.935 0.233 1.7274e-04 0.99983000
712855683 Existing Customer 50 F 2 Post-Graduate Married Less than $40K Blue 36 1 2 2 3350.0 1335 2015.0 0.781 4906 89 0.561 0.399 1.3393e-04 0.99987000
715463133 Existing Customer 40 M 5 High School Single $120K + Blue 31 1 1 3 34516.0 1427 33089.0 0.706 3699 64 0.488 0.041 9.2974e-05 0.99991000
716551533 Existing Customer 47 F 1 High School Single Unknown Blue 36 2 1 3 2874.0 2201 673.0 0.718 4779 86 0.792 0.766 8.4530e-05 0.99992000
771220758 Existing Customer 40 F 3 Doctorate Single Unknown Blue 27 1 1 2 2896.0 2100 796.0 0.728 4614 83 0.694 0.725 8.2704e-05 0.99992000
709920258 Existing Customer 41 F 3 Graduate Divorced $40K - $60K Blue 28 1 1 3 9294.0 1764 7530.0 1.026 4531 73 0.738 0.190 9.6126e-05 0.99990000
708959583 Existing Customer 47 M 2 High School Married $60K - $80K Blue 39 1 2 2 9389.0 727 8662.0 0.533 3415 84 0.556 0.077 1.1065e-04 0.99989000
712510833 Existing Customer 44 M 3 College Married $40K - $60K Blue 30 2 3 3 9317.0 847 8470.0 0.765 4121 81 0.723 0.091 3.0519e-04 0.99969000
710840433 Existing Customer 34 M 1 College Unknown $40K - $60K Blue 20 2 1 3 7452.0 1656 5796.0 0.600 3339 51 0.962 0.222 8.4537e-05 0.99992000
712853358 Attrited Customer 39 F 3 High School Unknown Less than $40K Blue 36 2 3 2 1817.0 0 1817.0 0.583 2216 44 0.833 0.000 9.9452e-01 0.00548000
788502858 Existing Customer 58 M 3 High School Single $80K - $120K Blue 51 2 2 1 10021.0 1952 8069.0 0.699 4431 68 0.581 0.195 6.9242e-05 0.99993000
721139808 Existing Customer 42 F 3 Graduate Single Less than $40K Blue 36 1 2 1 2344.0 1081 1263.0 0.619 3889 80 0.860 0.461 7.1226e-05 0.99993000
711375558 Existing Customer 48 F 2 Uneducated Single $40K - $60K Blue 34 2 3 1 3072.0 1734 1338.0 0.754 4540 78 0.857 0.564 1.1153e-04 0.99989000
713798958 Existing Customer 38 F 3 Unknown Single Less than $40K Blue 36 2 3 1 1946.0 1430 516.0 0.564 4643 87 0.812 0.735 1.2373e-04 0.99988000
709362033 Attrited Customer 52 F 1 Graduate Married Less than $40K Blue 42 1 5 3 1471.0 0 1471.0 0.624 2253 48 0.455 0.000 9.9686e-01 0.00314223
719860308 Attrited Customer 42 F 2 Graduate Married Less than $40K Blue 36 2 3 3 1438.3 0 1438.3 0.663 2418 48 0.778 0.000 9.9671e-01 0.00329379
714443058 Attrited Customer 43 F 4 College Married Less than $40K Blue 28 5 2 4 1484.0 0 1484.0 0.200 1664 39 0.500 0.000 9.9701e-01 0.00299329
716315508 Attrited Customer 37 F 3 Post-Graduate Married $40K - $60K Blue 36 2 2 5 3233.0 2517 716.0 0.000 1339 32 0.000 0.779 9.9855e-01 0.00144667
717651333 Existing Customer 55 F 2 Graduate Single Less than $40K Blue 43 1 3 1 1745.0 1168 577.0 0.701 4562 67 0.634 0.669 1.0848e-04 0.99989000
798489258 Existing Customer 59 F 1 Uneducated Divorced Unknown Blue 53 1 3 1 3709.0 1197 2512.0 0.824 5557 82 1.000 0.323 1.0469e-04 0.99990000
710742408 Existing Customer 53 F 2 College Married Less than $40K Blue 43 2 1 3 2160.0 2057 103.0 0.858 4518 93 0.788 0.952 9.0064e-05 0.99991000
812089383 Existing Customer 41 M 5 Unknown Single $80K - $120K Blue 36 1 2 3 1438.3 892 546.3 0.790 4426 88 0.660 0.620 2.1724e-04 0.99978000
711968358 Existing Customer 55 F 4 Graduate Single Less than $40K Blue 44 1 2 1 2638.0 1423 1215.0 0.551 4153 77 0.925 0.539 7.1987e-05 0.99993000
794227308 Existing Customer 56 M 2 College Married $80K - $120K Blue 50 1 1 3 10214.0 1433 8781.0 0.640 4493 79 0.881 0.140 9.0064e-05 0.99991000
719845908 Existing Customer 52 F 3 Uneducated Single Less than $40K Blue 36 2 1 3 3240.0 0 3240.0 0.812 4803 83 0.804 0.000 9.8837e-05 0.99990000
716851908 Existing Customer 58 F 5 Unknown Married $40K - $60K Blue 47 1 3 3 2038.0 1099 939.0 0.809 4784 70 0.750 0.539 3.4328e-04 0.99966000
720599658 Existing Customer 49 M 1 Unknown Married $40K - $60K Blue 36 2 2 1 1438.3 0 1438.3 0.570 5104 75 0.630 0.000 7.0819e-05 0.99993000
720401658 Attrited Customer 53 F 3 Graduate Single Less than $40K Blue 34 5 3 5 1438.3 1030 408.3 0.609 1985 38 0.407 0.716 9.9892e-01 0.00107750
827442858 Existing Customer 56 M 3 High School Divorced $80K - $120K Blue 52 2 3 1 8111.0 2051 6060.0 0.999 3719 69 0.643 0.253 1.0943e-04 0.99989000
779034708 Existing Customer 60 F 0 Doctorate Married Unknown Blue 41 1 3 1 10730.0 970 9760.0 0.645 4939 71 0.972 0.090 1.3470e-04 0.99987000
718806783 Attrited Customer 46 F 3 Uneducated Married Unknown Blue 36 2 3 1 2872.0 357 2515.0 0.869 2629 41 0.640 0.124 9.9143e-01 0.00857000
714484008 Attrited Customer 49 F 4 Uneducated Married Less than $40K Blue 31 4 3 2 1567.0 0 1567.0 0.424 2138 41 0.577 0.000 9.9487e-01 0.00513000
719176308 Attrited Customer 43 M 3 College Divorced $80K - $120K Blue 32 6 3 2 7278.0 0 7278.0 0.618 2120 43 0.593 0.000 9.9452e-01 0.00548000
769662033 Existing Customer 45 F 2 College Unknown Less than $40K Blue 29 2 2 3 1438.3 0 1438.3 0.729 5025 85 0.735 0.000 1.8612e-04 0.99981000
721020858 Existing Customer 34 F 1 College Single Unknown Blue 20 2 2 2 3190.0 1959 1231.0 0.622 4220 66 0.610 0.614 1.0387e-04 0.99990000
714630858 Attrited Customer 36 F 1 Uneducated Unknown Less than $40K Blue 36 2 3 2 1470.0 458 1012.0 0.543 2383 39 0.444 0.312 9.9427e-01 0.00573000
710838108 Existing Customer 45 M 2 Graduate Married $80K - $120K Blue 36 1 4 1 3081.0 2517 564.0 0.572 4317 72 0.714 0.817 1.3110e-04 0.99987000
712662783 Attrited Customer 43 F 2 College Married Unknown Blue 36 1 2 6 3793.0 2517 1276.0 0.512 2577 57 0.629 0.664 9.9896e-01 0.00103551
713160258 Existing Customer 54 F 2 Graduate Married Less than $40K Blue 44 1 2 3 3034.0 2033 1001.0 0.642 4349 90 0.731 0.670 1.9143e-04 0.99981000
778163508 Existing Customer 37 F 2 High School Married Unknown Blue 27 2 1 2 5245.0 1044 4201.0 0.673 4938 70 0.892 0.199 5.3542e-05 0.99995000
713785608 Existing Customer 49 F 1 Doctorate Single Less than $40K Blue 40 1 2 3 2960.0 0 2960.0 0.962 4918 63 0.750 0.000 2.6001e-04 0.99974000
779905008 Attrited Customer 54 F 4 Graduate Unknown $40K - $60K Blue 38 2 2 1 1779.0 0 1779.0 0.856 2660 41 0.323 0.000 9.8630e-01 0.01370000
789491058 Existing Customer 43 F 4 Graduate Married Less than $40K Blue 34 2 3 1 1620.0 0 1620.0 0.730 4570 82 0.952 0.000 1.1377e-04 0.99989000
793736958 Existing Customer 49 M 3 High School Single $120K + Blue 43 1 2 1 21680.0 1587 20093.0 0.605 4410 86 0.720 0.073 6.9242e-05 0.99993000
720961383 Attrited Customer 47 F 3 Uneducated Single Unknown Blue 36 2 3 4 2952.0 0 2952.0 0.820 2907 60 0.875 0.000 9.9819e-01 0.00181217
714202008 Attrited Customer 53 F 2 High School Married Less than $40K Blue 36 6 3 2 3918.0 2517 1401.0 0.470 2115 42 0.448 0.642 9.9431e-01 0.00569000
721479108 Existing Customer 52 M 1 Uneducated Single $120K + Blue 41 1 1 3 12764.0 0 12764.0 0.710 3332 64 0.882 0.000 8.9404e-05 0.99991000
715549158 Existing Customer 29 F 1 Graduate Married Less than $40K Blue 36 2 2 0 1438.3 0 1438.3 0.734 4769 84 0.826 0.000 3.9410e-05 0.99996000
710308983 Existing Customer 50 F 3 Graduate Unknown Less than $40K Blue 39 1 1 3 3287.0 2517 770.0 0.586 4148 83 0.660 0.766 9.6126e-05 0.99990000
710981583 Existing Customer 44 F 5 Unknown Single $40K - $60K Blue 36 2 1 2 3891.0 1015 2876.0 0.755 5131 86 0.720 0.261 6.2502e-05 0.99994000
712704933 Attrited Customer 49 F 4 High School Unknown $40K - $60K Blue 43 4 3 3 4048.0 0 4048.0 0.601 2227 41 0.464 0.000 9.9677e-01 0.00323086
716165508 Existing Customer 51 M 2 Uneducated Married $60K - $80K Blue 40 2 1 1 3559.0 0 3559.0 0.585 4498 94 0.649 0.000 3.4150e-05 0.99997000
710630583 Existing Customer 47 M 3 High School Single $60K - $80K Blue 39 2 1 1 2843.0 1752 1091.0 0.624 3738 77 0.604 0.616 3.3505e-05 0.99997000
709571958 Existing Customer 58 F 2 Graduate Single Less than $40K Blue 47 1 1 2 2127.0 0 2127.0 0.735 4401 65 0.667 0.000 5.5077e-05 0.99994000
790115358 Existing Customer 39 F 2 Unknown Single Less than $40K Blue 32 2 1 2 4325.0 2418 1907.0 0.796 4588 77 0.791 0.559 6.0540e-05 0.99994000
715904433 Attrited Customer 42 F 4 College Married $40K - $60K Blue 34 1 3 2 1695.0 0 1695.0 0.453 2055 46 0.314 0.000 9.9458e-01 0.00542000
709078908 Existing Customer 48 F 3 High School Single Less than $40K Blue 32 1 2 3 2648.0 1539 1109.0 0.940 4926 89 0.816 0.581 1.9311e-04 0.99981000
717541308 Existing Customer 61 F 2 Graduate Single Less than $40K Blue 45 2 2 3 2602.0 1441 1161.0 0.704 4838 85 0.735 0.554 1.9143e-04 0.99981000
779916408 Existing Customer 39 F 4 Graduate Single Unknown Blue 23 1 3 2 1811.0 0 1811.0 0.835 4934 70 0.628 0.000 1.8864e-04 0.99981000
714979383 Existing Customer 56 M 3 Graduate Single $60K - $80K Blue 46 1 2 2 1891.0 1134 757.0 0.636 5255 77 0.833 0.600 1.1811e-04 0.99988000
711691608 Attrited Customer 46 F 4 Graduate Single Less than $40K Blue 36 2 3 3 2881.0 2450 431.0 0.629 2450 49 0.531 0.850 9.9686e-01 0.00314112
788930358 Existing Customer 42 F 4 College Single $40K - $60K Blue 28 2 2 2 2827.0 1896 931.0 0.739 3891 81 1.025 0.671 1.1605e-04 0.99988000
716351208 Existing Customer 48 F 3 Uneducated Married Less than $40K Blue 38 1 3 2 4095.0 2517 1578.0 0.570 4175 77 1.026 0.615 1.9191e-04 0.99981000
708266883 Attrited Customer 34 F 2 Graduate Single Less than $40K Blue 36 1 2 3 1666.0 0 1666.0 0.713 2312 35 0.250 0.000 9.9480e-01 0.00520000
718858683 Existing Customer 42 F 1 Graduate Married Less than $40K Blue 36 2 3 2 1438.3 0 1438.3 0.665 4511 76 0.767 0.000 1.6883e-04 0.99983000
771617883 Existing Customer 54 F 2 High School Single $40K - $60K Blue 42 1 2 2 2205.0 1313 892.0 0.929 4904 82 0.673 0.595 1.1065e-04 0.99989000
718001508 Existing Customer 41 F 3 Graduate Married Less than $40K Blue 29 1 1 2 2890.0 2150 740.0 0.657 4377 84 0.867 0.744 5.7151e-05 0.99994000
708995283 Existing Customer 50 F 1 Graduate Unknown Unknown Blue 36 1 1 3 10417.0 2290 8127.0 1.122 4871 75 1.027 0.220 8.6952e-05 0.99991000
721173183 Existing Customer 57 F 2 Uneducated Married Unknown Blue 43 2 1 2 2363.0 1876 487.0 0.795 4984 85 0.667 0.794 5.6630e-05 0.99994000
711102858 Attrited Customer 48 F 2 Doctorate Single Unknown Blue 36 4 2 3 3137.0 860 2277.0 0.304 1618 34 0.097 0.274 9.9640e-01 0.00359603
711722808 Attrited Customer 51 F 4 Graduate Single Less than $40K Blue 44 5 3 3 1483.0 0 1483.0 0.707 2520 40 0.429 0.000 9.9686e-01 0.00314112
787466808 Existing Customer 35 F 0 Unknown Married Less than $40K Blue 22 2 2 3 3009.0 2517 492.0 0.735 5329 82 0.745 0.836 1.8057e-04 0.99982000
716116383 Existing Customer 45 F 1 Unknown Married Less than $40K Blue 36 1 2 1 5087.0 2517 2570.0 0.765 4682 77 0.711 0.495 7.0819e-05 0.99993000
713257083 Existing Customer 46 F 4 Unknown Married $40K - $60K Blue 36 1 3 1 1925.0 1202 723.0 0.518 4343 66 0.737 0.624 1.2505e-04 0.99987000
772661808 Existing Customer 56 M 3 Graduate Married $120K + Blue 46 2 1 2 7234.0 2055 5179.0 0.703 5051 83 0.660 0.284 5.7151e-05 0.99994000
713382558 Existing Customer 57 F 3 College Single Less than $40K Blue 42 1 1 2 2063.0 953 1110.0 0.868 4304 81 0.761 0.462 5.5564e-05 0.99994000
717596883 Existing Customer 58 F 0 Graduate Single $40K - $60K Blue 39 4 3 2 5530.0 1233 4297.0 0.859 5270 78 1.000 0.223 1.5435e-04 0.99985000
712993008 Existing Customer 58 F 1 Unknown Single Less than $40K Blue 48 4 3 1 3819.0 1882 1937.0 0.809 4533 68 0.889 0.493 1.1192e-04 0.99989000
824763783 Existing Customer 59 F 0 College Single Less than $40K Blue 55 2 2 3 2645.0 1127 1518.0 0.623 4251 76 0.767 0.426 1.5971e-04 0.99984000
771730758 Existing Customer 51 F 1 High School Single Unknown Blue 39 4 3 2 5448.0 0 5448.0 1.011 4443 75 1.083 0.000 1.6413e-04 0.99984000
780265458 Existing Customer 56 F 2 Uneducated Single Less than $40K Blue 42 4 2 2 3495.0 1427 2068.0 0.563 4466 85 0.889 0.408 1.1703e-04 0.99988000
714256758 Existing Customer 50 M 2 Unknown Single $60K - $80K Blue 36 3 1 1 8074.0 0 8074.0 0.528 4347 66 0.535 0.000 3.6508e-05 0.99996000
710292333 Attrited Customer 44 F 3 High School Married Unknown Blue 36 3 3 4 7772.0 0 7772.0 0.896 2618 52 0.576 0.000 9.9808e-01 0.00191647
712171158 Existing Customer 42 F 2 High School Married Less than $40K Blue 30 6 1 1 3124.0 0 3124.0 0.879 4986 79 0.795 0.000 3.2288e-05 0.99997000
787339158 Attrited Customer 56 M 1 Graduate Married $80K - $120K Blue 50 3 6 3 8688.0 0 8688.0 0.426 2361 41 0.464 0.000 9.9556e-01 0.00444033
788782008 Existing Customer 49 F 3 Unknown Married Less than $40K Gold 30 4 3 2 15987.0 0 15987.0 0.658 4146 69 0.533 0.000 2.3636e-04 0.99976000
714848958 Attrited Customer 47 F 2 Graduate Single Less than $40K Gold 37 6 2 1 15109.0 897 14212.0 0.494 2315 43 0.303 0.059 9.8751e-01 0.01249000
714987633 Existing Customer 42 M 3 Graduate Married $60K - $80K Blue 36 2 2 3 4953.0 2039 2914.0 0.680 4026 53 0.828 0.412 1.9864e-04 0.99980000
717684858 Existing Customer 50 M 3 Uneducated Single $120K + Blue 38 6 3 3 22304.0 1333 20971.0 0.463 5002 60 0.500 0.060 3.2275e-04 0.99968000
767376483 Existing Customer 27 F 1 College Married Less than $40K Blue 20 5 3 3 1893.0 0 1893.0 0.691 5176 91 0.784 0.000 2.7607e-04 0.99972000
709901058 Existing Customer 38 M 1 High School Single $40K - $60K Blue 30 2 2 1 2232.0 1163 1069.0 0.557 4185 80 0.778 0.521 6.2633e-05 0.99994000
823149483 Existing Customer 52 F 1 Post-Graduate Single $40K - $60K Blue 48 1 5 3 1766.0 0 1766.0 0.769 4643 76 0.617 0.000 3.7316e-04 0.99963000
780073158 Existing Customer 59 M 0 High School Single Less than $40K Blue 44 2 1 1 3790.0 1149 2641.0 0.597 4455 85 0.604 0.303 2.7707e-05 0.99997000
779998083 Existing Customer 33 M 3 High School Married $40K - $60K Blue 23 1 2 3 6392.0 1429 4963.0 0.682 4069 66 0.737 0.224 1.9311e-04 0.99981000
713144208 Attrited Customer 51 F 0 High School Married Unknown Blue 42 1 4 4 9989.0 568 9421.0 0.520 2053 49 0.485 0.057 9.9808e-01 0.00191756
771594783 Attrited Customer 56 F 1 College Married Unknown Blue 44 2 4 4 1438.3 0 1438.3 0.859 2264 37 0.423 0.000 9.9825e-01 0.00175321
816613158 Existing Customer 48 F 1 Doctorate Married Less than $40K Blue 43 2 3 1 2559.0 1514 1045.0 0.570 4117 69 0.643 0.592 1.4734e-04 0.99985000
770774133 Existing Customer 53 M 3 Graduate Single $80K - $120K Silver 39 1 2 3 34516.0 1198 33318.0 0.615 4826 70 0.667 0.035 1.7949e-04 0.99982000
712300683 Existing Customer 41 F 1 Graduate Single Less than $40K Blue 32 2 2 1 1438.3 0 1438.3 0.824 4897 96 0.778 0.000 6.4428e-05 0.99994000
714536208 Existing Customer 50 F 3 Uneducated Married Less than $40K Blue 36 1 2 3 2473.0 1675 798.0 0.648 4203 73 0.872 0.677 2.0424e-04 0.99980000
784880958 Existing Customer 34 F 4 Graduate Single $40K - $60K Blue 28 2 3 1 4022.0 1680 2342.0 0.579 3776 84 0.826 0.418 1.1377e-04 0.99989000
713784558 Existing Customer 59 F 1 Graduate Single $40K - $60K Blue 36 1 2 3 3510.0 941 2569.0 0.717 4833 77 0.750 0.268 1.7969e-04 0.99982000
719305608 Attrited Customer 57 F 3 High School Single Less than $40K Blue 36 4 3 3 2347.0 1900 447.0 0.845 2447 47 0.621 0.810 9.9673e-01 0.00326528
720190083 Attrited Customer 56 F 3 Unknown Single Less than $40K Blue 39 1 3 4 1632.0 0 1632.0 0.621 2509 47 0.424 0.000 9.9830e-01 0.00169532
708323208 Attrited Customer 49 F 3 Uneducated Married Less than $40K Blue 36 4 2 4 1522.0 0 1522.0 0.482 2241 36 0.800 0.000 9.9714e-01 0.00286097
781183233 Existing Customer 44 F 3 High School Single Less than $40K Blue 25 2 1 1 2085.0 1528 557.0 0.664 3805 79 0.795 0.733 3.3505e-05 0.99997000
718825908 Existing Customer 60 F 1 Doctorate Single Unknown Blue 47 1 1 1 3803.0 1448 2355.0 0.565 4575 78 0.592 0.381 4.5115e-05 0.99995000
716963283 Attrited Customer 47 F 3 Graduate Unknown Less than $40K Blue 38 2 2 3 3165.0 2517 648.0 0.748 2751 49 1.042 0.795 9.9499e-01 0.00501000
714924483 Existing Customer 60 F 1 Unknown Single Less than $40K Blue 46 2 3 2 4628.0 2327 2301.0 0.611 4226 92 0.736 0.503 1.8558e-04 0.99981000
779922183 Existing Customer 52 F 1 High School Married Less than $40K Blue 36 2 2 2 2253.0 1981 272.0 0.550 4758 81 0.723 0.879 1.0386e-04 0.99990000
719449533 Attrited Customer 49 F 3 Uneducated Single $40K - $60K Blue 38 1 2 3 2655.0 2283 372.0 0.751 2386 49 0.485 0.860 9.9513e-01 0.00487126
712559058 Existing Customer 54 M 0 High School Single $80K - $120K Blue 45 1 3 2 20882.0 1525 19357.0 0.828 4765 76 0.767 0.073 1.5005e-04 0.99985000
717853233 Existing Customer 41 M 2 College Married $80K - $120K Blue 31 1 1 3 3306.0 706 2600.0 0.814 4772 76 0.900 0.214 9.0064e-05 0.99991000
790069233 Existing Customer 45 F 3 High School Divorced Less than $40K Blue 37 2 1 2 2052.0 0 2052.0 0.770 4289 72 0.674 0.000 5.5559e-05 0.99994000
794576058 Existing Customer 42 M 3 Graduate Married $80K - $120K Blue 26 1 2 3 8480.0 1339 7141.0 0.668 4070 76 0.490 0.158 1.9864e-04 0.99980000
779877858 Existing Customer 53 F 2 College Unknown Less than $40K Blue 37 2 3 2 2081.0 1342 739.0 1.060 4428 80 0.778 0.645 1.7488e-04 0.99983000
772334133 Existing Customer 53 F 1 Graduate Married Unknown Blue 42 2 1 3 4637.0 0 4637.0 0.709 4583 86 0.911 0.000 8.6952e-05 0.99991000
714139308 Existing Customer 53 M 3 Uneducated Married $60K - $80K Blue 42 2 5 1 1438.3 0 1438.3 0.895 4722 81 0.841 0.000 1.2927e-04 0.99987000
806634783 Existing Customer 38 F 2 College Married Less than $40K Blue 33 1 3 2 3420.0 1405 2015.0 0.843 4267 75 0.596 0.411 1.7488e-04 0.99983000
720101658 Existing Customer 26 F 0 Graduate Single Less than $40K Blue 19 2 1 2 3416.0 1109 2307.0 0.783 4614 70 1.000 0.325 4.7263e-05 0.99995000
719925483 Existing Customer 46 M 4 Graduate Married $80K - $120K Blue 36 2 1 1 2171.0 1043 1128.0 0.700 4531 88 0.833 0.480 3.4833e-05 0.99997000
719572833 Existing Customer 57 F 3 Graduate Unknown $40K - $60K Blue 46 2 2 2 2791.0 1550 1241.0 0.672 5440 83 0.660 0.555 1.1811e-04 0.99988000
720729108 Existing Customer 32 F 0 Unknown Single Less than $40K Blue 17 1 2 1 4445.0 1080 3365.0 0.840 5373 87 0.776 0.243 6.4745e-05 0.99994000
819214233 Existing Customer 43 F 3 Graduate Married Less than $40K Blue 38 2 2 2 1530.0 0 1530.0 0.642 5138 84 0.680 0.000 1.1811e-04 0.99988000
718896108 Existing Customer 48 F 3 High School Unknown Less than $40K Blue 36 2 1 1 1438.3 0 1438.3 0.885 5014 84 0.909 0.000 3.3505e-05 0.99997000
713723433 Existing Customer 52 F 4 High School Single Less than $40K Blue 44 1 1 3 5721.0 0 5721.0 0.570 4188 79 0.881 0.000 9.4447e-05 0.99991000
708514383 Existing Customer 38 F 2 College Married Unknown Blue 29 2 1 0 3809.0 1172 2637.0 0.900 4314 81 0.976 0.308 1.9752e-05 0.99998000
716961033 Existing Customer 48 F 3 High School Single Less than $40K Blue 40 1 3 3 3520.0 2149 1371.0 0.539 3630 78 0.696 0.611 3.0516e-04 0.99969000
778819083 Attrited Customer 41 F 2 Doctorate Married $40K - $60K Blue 33 1 3 3 1604.0 0 1604.0 0.644 2264 47 0.516 0.000 9.9772e-01 0.00227837
714773508 Attrited Customer 54 F 1 Graduate Married $40K - $60K Blue 46 6 4 3 1632.0 351 1281.0 0.721 2532 43 0.483 0.215 9.9710e-01 0.00290471
814181433 Existing Customer 46 M 5 College Married $40K - $60K Blue 41 1 3 2 3914.0 1683 2231.0 0.636 4242 64 0.730 0.430 1.8054e-04 0.99982000
711984633 Existing Customer 36 F 3 Graduate Married Less than $40K Blue 27 1 2 3 2328.0 1953 375.0 0.599 4373 89 0.935 0.839 1.9864e-04 0.99980000
710662158 Existing Customer 41 M 4 Unknown Married $120K + Blue 34 1 3 3 34516.0 2517 31999.0 0.434 2051 41 1.050 0.073 3.4872e-04 0.99965000
711356733 Existing Customer 45 F 5 Unknown Single Less than $40K Blue 36 2 2 3 3883.0 847 3036.0 0.951 4667 90 0.800 0.218 2.1724e-04 0.99978000
711456108 Attrited Customer 46 F 4 Unknown Married $40K - $60K Blue 39 5 3 3 1438.3 819 619.3 0.786 2488 44 0.692 0.569 9.9714e-01 0.00285845
780727833 Existing Customer 51 F 3 High School Single Less than $40K Blue 41 1 4 3 3229.0 2517 712.0 0.622 4526 95 0.638 0.779 3.6878e-04 0.99963000
771471708 Existing Customer 44 F 2 Graduate Unknown Less than $40K Blue 32 2 1 3 3080.0 1776 1304.0 0.973 5097 77 0.833 0.577 9.2637e-05 0.99991000
714320358 Existing Customer 38 F 2 College Single Less than $40K Blue 33 2 1 2 2569.0 1288 1281.0 1.009 4126 56 0.931 0.501 5.3547e-05 0.99995000
720700008 Existing Customer 50 F 1 High School Single Less than $40K Blue 36 1 1 3 4517.0 2238 2279.0 0.625 4686 81 0.761 0.495 8.4530e-05 0.99992000
713027058 Attrited Customer 46 F 4 Doctorate Single Less than $40K Blue 36 2 2 3 2292.0 0 2292.0 0.568 2595 31 0.409 0.000 9.9657e-01 0.00342939
778228458 Existing Customer 52 F 3 Uneducated Single Less than $40K Blue 42 2 3 3 2510.0 1928 582.0 1.043 4943 70 0.489 0.768 3.2275e-04 0.99968000
781137783 Attrited Customer 40 M 3 High School Unknown Less than $40K Blue 33 1 3 4 2420.0 191 2229.0 0.818 2478 43 0.433 0.079 9.9808e-01 0.00191647
719821908 Attrited Customer 38 F 2 High School Single Less than $40K Blue 16 2 1 2 2703.0 0 2703.0 0.882 2752 43 0.433 0.000 9.8167e-01 0.01833000
720537633 Existing Customer 44 F 3 Doctorate Married Less than $40K Blue 36 2 3 1 3047.0 2139 908.0 0.842 4961 85 0.635 0.702 1.6289e-04 0.99984000
712378983 Attrited Customer 54 M 1 Unknown Single $80K - $120K Blue 47 5 6 5 7570.0 965 6605.0 0.709 2599 61 0.848 0.127 9.9863e-01 0.00137244
763681908 Existing Customer 34 F 3 Unknown Married Less than $40K Blue 27 1 2 1 5795.0 924 4871.0 0.860 5674 78 0.857 0.159 7.8291e-05 0.99992000
721164483 Existing Customer 46 F 2 College Married $40K - $60K Blue 34 2 1 3 1441.0 642 799.0 0.563 4894 84 0.826 0.446 9.0064e-05 0.99991000
715447008 Existing Customer 50 F 3 Graduate Married Less than $40K Blue 36 2 3 2 2999.0 1817 1182.0 0.678 5119 83 0.766 0.606 1.8665e-04 0.99981000
769676358 Existing Customer 38 M 2 High School Single $60K - $80K Blue 32 1 1 2 1438.3 1309 129.3 0.842 5066 76 0.900 0.910 5.3542e-05 0.99995000
710487033 Existing Customer 44 F 2 High School Married $40K - $60K Blue 28 2 3 3 1438.3 0 1438.3 0.926 4445 78 0.773 0.000 2.9408e-04 0.99971000
714197133 Attrited Customer 51 F 3 College Married $40K - $60K Blue 36 2 3 3 4762.0 0 4762.0 0.526 2811 52 0.300 0.000 9.9674e-01 0.00326498
718488783 Existing Customer 40 M 3 College Unknown $40K - $60K Blue 30 2 2 2 4802.0 1701 3101.0 0.532 4821 66 0.650 0.354 1.1483e-04 0.99989000
715663458 Existing Customer 51 F 4 Unknown Married Less than $40K Blue 39 2 3 1 2268.0 651 1617.0 0.717 5016 88 0.660 0.287 1.2505e-04 0.99987000
717865008 Existing Customer 51 F 1 Unknown Married $40K - $60K Blue 36 2 1 1 1438.3 468 970.3 0.747 4425 81 1.077 0.325 3.4268e-05 0.99997000
771400608 Existing Customer 56 F 2 Graduate Married Unknown Blue 44 2 1 2 8204.0 1375 6829.0 0.915 4727 76 0.949 0.168 5.5077e-05 0.99994000
708148158 Existing Customer 39 F 4 Unknown Married Unknown Blue 21 2 3 2 1827.0 0 1827.0 0.563 4207 86 0.792 0.000 2.0735e-04 0.99979000
720589008 Existing Customer 47 F 3 Doctorate Unknown Unknown Blue 38 1 3 2 4072.0 1594 2478.0 0.678 4317 83 0.886 0.391 2.7008e-04 0.99973000
784795083 Existing Customer 31 F 1 High School Divorced Less than $40K Blue 25 2 1 3 1984.0 0 1984.0 1.050 4794 73 0.921 0.000 8.4530e-05 0.99992000
809844108 Existing Customer 48 M 2 Doctorate Single $60K - $80K Blue 43 2 1 1 8086.0 0 8086.0 0.792 4775 78 0.660 0.000 4.8064e-05 0.99995000
711521958 Existing Customer 51 F 2 Unknown Single Less than $40K Blue 36 2 2 2 1588.0 1506 82.0 0.615 4660 68 0.619 0.948 1.2511e-04 0.99987000
711833508 Existing Customer 47 M 2 High School Single $40K - $60K Blue 27 2 3 2 1536.0 0 1536.0 0.913 4643 89 0.745 0.000 1.7486e-04 0.99983000
713146683 Existing Customer 35 F 1 High School Unknown Unknown Blue 36 2 3 2 4460.0 0 4460.0 0.916 5473 79 0.756 0.000 1.6413e-04 0.99984000
716968683 Existing Customer 46 F 5 High School Single Unknown Blue 38 2 2 3 11287.0 1513 9774.0 0.672 5157 72 0.946 0.134 1.9213e-04 0.99981000
716279508 Attrited Customer 48 M 3 College Married $80K - $120K Blue 41 2 3 3 3430.0 2517 913.0 0.869 2639 46 0.643 0.734 9.9674e-01 0.00326498
771336783 Existing Customer 51 F 3 High School Single Less than $40K Blue 38 1 3 2 1759.0 1345 414.0 0.610 4351 81 0.688 0.765 1.8145e-04 0.99982000
717502083 Attrited Customer 41 M 3 Doctorate Single $120K + Blue 28 4 2 3 6314.0 0 6314.0 0.903 2718 44 0.630 0.000 9.9653e-01 0.00346592
714843483 Existing Customer 57 F 3 Uneducated Single Unknown Blue 48 1 1 2 7176.0 1493 5683.0 0.665 5063 83 0.930 0.208 5.8763e-05 0.99994000
709745508 Attrited Customer 58 F 2 Unknown Divorced $40K - $60K Blue 47 1 4 3 2295.0 0 2295.0 0.376 2140 40 0.429 0.000 9.9752e-01 0.00248146
711382458 Attrited Customer 43 M 5 Graduate Married $60K - $80K Blue 38 2 3 5 1438.3 0 1438.3 0.713 2389 49 0.361 0.000 9.9892e-01 0.00108299
712190358 Existing Customer 48 F 4 Uneducated Married Less than $40K Blue 29 1 3 2 1843.0 1802 41.0 0.762 5199 73 0.738 0.978 1.9396e-04 0.99981000
788805858 Existing Customer 49 M 3 College Divorced $40K - $60K Blue 31 2 3 1 2181.0 1218 963.0 0.758 4997 89 0.712 0.558 1.0944e-04 0.99989000
709102458 Attrited Customer 47 M 2 High School Single $80K - $120K Blue 36 4 3 5 4754.0 0 4754.0 0.618 2607 41 0.367 0.000 9.9885e-01 0.00115006
712533708 Existing Customer 43 M 0 High School Single $80K - $120K Blue 36 2 2 2 11247.0 0 11247.0 0.630 4894 85 0.977 0.000 9.4951e-05 0.99991000
720326733 Existing Customer 55 M 2 Graduate Single $120K + Blue 47 2 3 1 16258.0 865 15393.0 0.623 3761 58 0.657 0.053 1.0848e-04 0.99989000
713605908 Existing Customer 49 M 3 Graduate Married $120K + Blue 37 1 1 1 34516.0 1316 33200.0 0.569 3863 69 0.643 0.038 3.4465e-05 0.99997000
711598533 Existing Customer 43 M 1 High School Married $60K - $80K Blue 36 1 2 3 4255.0 1729 2526.0 0.550 3607 75 0.471 0.406 1.7468e-04 0.99983000
795855258 Existing Customer 48 F 4 College Single Less than $40K Blue 42 2 3 2 1438.3 0 1438.3 0.707 5045 82 0.745 0.000 1.8340e-04 0.99982000
826783233 Existing Customer 57 F 3 High School Single Less than $40K Blue 53 1 3 2 3029.0 2214 815.0 0.700 4750 89 0.978 0.731 1.8145e-04 0.99982000
789228108 Existing Customer 56 F 4 Graduate Single Unknown Blue 45 2 2 3 9091.0 1306 7785.0 0.743 4378 86 0.654 0.144 2.0077e-04 0.99980000
785230083 Existing Customer 50 M 2 Uneducated Single $60K - $80K Blue 44 1 2 1 3318.0 2349 969.0 0.883 4905 80 0.739 0.708 7.0576e-05 0.99993000
807946833 Attrited Customer 44 F 2 Graduate Single Less than $40K Blue 39 6 3 3 1791.0 0 1791.0 0.735 2771 36 0.500 0.000 9.9671e-01 0.00329379
711011508 Existing Customer 43 F 3 Graduate Single Less than $40K Blue 35 1 3 2 1620.0 771 849.0 0.675 4387 91 0.655 0.476 1.8665e-04 0.99981000
718632933 Existing Customer 58 F 1 College Single Less than $40K Blue 46 1 5 1 1552.0 0 1552.0 0.762 4731 71 0.651 0.000 1.1057e-04 0.99989000
717284133 Existing Customer 53 F 1 High School Married Less than $40K Blue 41 1 2 3 3472.0 2517 955.0 0.750 4520 84 0.680 0.725 1.7468e-04 0.99983000
711701058 Existing Customer 48 F 4 Graduate Married Less than $40K Silver 36 2 2 3 10973.0 1466 9507.0 0.802 4892 94 0.593 0.134 1.8141e-04 0.99982000
712228458 Existing Customer 50 M 2 Unknown Unknown $120K + Blue 32 2 3 1 25645.0 1083 24562.0 0.757 4302 63 0.500 0.042 1.1924e-04 0.99988000
717146208 Attrited Customer 59 F 1 Graduate Single Less than $40K Blue 51 1 4 4 4257.0 2517 1740.0 0.703 2828 50 1.083 0.591 9.9830e-01 0.00170460
719028783 Existing Customer 42 F 1 Graduate Married Less than $40K Blue 29 2 3 3 3422.0 0 3422.0 0.506 4486 74 0.682 0.000 2.8395e-04 0.99972000
713274183 Existing Customer 45 F 1 Graduate Single Less than $40K Blue 35 1 1 3 4977.0 1411 3566.0 0.652 4182 85 0.848 0.284 8.6952e-05 0.99991000
789218433 Existing Customer 33 F 3 Unknown Married $40K - $60K Blue 22 2 3 2 1438.3 0 1438.3 0.761 4528 86 0.686 0.000 2.0516e-04 0.99979000
790139583 Existing Customer 39 F 0 Graduate Divorced Less than $40K Blue 32 2 2 1 1438.3 801 637.3 1.155 4386 64 0.778 0.557 5.8902e-05 0.99994000
720218658 Existing Customer 40 F 1 Unknown Married Unknown Blue 26 2 3 1 3369.0 756 2613.0 0.446 4501 96 0.714 0.224 1.1192e-04 0.99989000
747074058 Existing Customer 47 F 3 Unknown Single Unknown Blue 40 1 3 0 7114.0 1637 5477.0 0.699 4758 81 0.500 0.230 7.5683e-05 0.99992000
719170683 Existing Customer 38 M 1 Unknown Single $80K - $120K Blue 29 2 2 3 10972.0 0 10972.0 0.697 4401 73 0.698 0.000 1.9751e-04 0.99980000
708753633 Existing Customer 45 F 3 Doctorate Married $40K - $60K Blue 32 2 1 1 1438.3 0 1438.3 0.712 4462 77 0.638 0.000 4.9875e-05 0.99995000
710780883 Existing Customer 48 F 5 Uneducated Single $40K - $60K Blue 38 1 2 3 2446.0 1461 985.0 0.860 4610 78 0.773 0.597 2.0321e-04 0.99980000
785237958 Attrited Customer 45 M 5 College Married $60K - $80K Blue 39 2 3 3 3439.0 0 3439.0 0.825 2661 35 0.296 0.000 9.9672e-01 0.00328158
711333933 Existing Customer 56 F 3 Post-Graduate Single $40K - $60K Blue 36 2 1 1 3005.0 1660 1345.0 0.880 4586 72 0.756 0.552 4.0554e-05 0.99996000
710797833 Existing Customer 50 F 5 Graduate Married Less than $40K Blue 30 1 3 2 2033.0 841 1192.0 0.717 4360 95 0.696 0.414 1.8570e-04 0.99981000
720154533 Existing Customer 53 F 4 Graduate Unknown Less than $40K Blue 39 2 3 2 2415.0 1643 772.0 0.964 5063 78 0.733 0.680 1.8864e-04 0.99981000
719123958 Attrited Customer 40 M 4 Unknown Divorced $60K - $80K Blue 27 2 2 3 5051.0 0 5051.0 0.588 2137 45 0.552 0.000 9.9549e-01 0.00451007
780942633 Existing Customer 49 M 4 High School Married Unknown Blue 32 2 1 3 3519.0 1336 2183.0 0.506 3552 68 0.619 0.380 9.4447e-05 0.99991000
720034983 Existing Customer 26 M 0 Unknown Unknown Less than $40K Silver 13 2 1 1 10254.0 0 10254.0 0.510 4258 68 0.838 0.000 2.8307e-05 0.99997000
717307158 Existing Customer 48 F 3 Unknown Single Less than $40K Blue 36 2 1 3 1853.0 1314 539.0 0.925 5331 79 0.612 0.709 1.0566e-04 0.99989000
708876183 Existing Customer 51 M 1 High School Single $60K - $80K Silver 43 2 3 2 28673.0 0 28673.0 0.537 3722 69 0.725 0.000 1.4830e-04 0.99985000
712660308 Attrited Customer 44 F 1 High School Single Less than $40K Blue 36 2 3 3 1895.0 0 1895.0 0.736 2472 40 0.429 0.000 9.9639e-01 0.00360858
715958583 Existing Customer 56 F 2 High School Married Less than $40K Blue 43 1 2 2 2041.0 1158 883.0 0.563 3588 63 0.432 0.567 1.1065e-04 0.99989000
771546708 Existing Customer 46 F 2 Graduate Single Less than $40K Blue 34 2 2 1 1438.3 0 1438.3 0.740 5013 81 1.025 0.000 6.8640e-05 0.99993000
711252258 Existing Customer 54 F 1 High School Single Less than $40K Blue 36 1 3 2 1572.0 985 587.0 0.745 4148 54 0.862 0.627 1.6413e-04 0.99984000
772585008 Existing Customer 48 F 4 High School Married Unknown Blue 38 2 3 1 3187.0 1937 1250.0 0.770 5111 90 0.667 0.608 1.1060e-04 0.99989000
751143858 Existing Customer 59 F 1 High School Single Unknown Blue 52 2 1 1 7427.0 2421 5006.0 0.701 4636 91 0.820 0.326 3.0307e-05 0.99997000
708824958 Existing Customer 50 F 4 High School Single Less than $40K Blue 42 2 1 2 1460.0 0 1460.0 0.682 4265 63 0.615 0.000 5.6153e-05 0.99994000
819612933 Existing Customer 52 M 3 Graduate Single $80K - $120K Blue 47 1 3 3 25410.0 0 25410.0 0.559 5472 70 0.591 0.000 3.1390e-04 0.99969000
712804383 Existing Customer 56 F 0 College Married Less than $40K Blue 38 1 1 2 2143.0 1194 949.0 0.490 4684 82 0.907 0.557 4.5950e-05 0.99995000
790149483 Existing Customer 42 M 3 Uneducated Single $40K - $60K Blue 35 2 3 3 8566.0 1484 7082.0 0.807 4195 89 0.854 0.173 3.2275e-04 0.99968000
712121508 Existing Customer 43 M 3 Uneducated Single $60K - $80K Blue 30 1 2 0 1438.3 0 1438.3 0.751 5200 89 0.679 0.000 4.4796e-05 0.99996000
778853358 Existing Customer 59 F 0 College Single Less than $40K Blue 40 1 3 3 3297.0 0 3297.0 0.861 4783 91 0.685 0.000 2.5239e-04 0.99975000
716512383 Existing Customer 39 F 2 High School Married Less than $40K Blue 36 1 3 1 2816.0 2517 299.0 0.742 4817 87 0.776 0.894 1.0545e-04 0.99989000
823548858 Attrited Customer 53 F 4 Graduate Married Unknown Blue 49 5 5 4 10533.0 330 10203.0 0.823 2585 48 0.714 0.031 9.9835e-01 0.00165082
712144158 Attrited Customer 53 F 1 Graduate Single Less than $40K Blue 48 6 6 3 2370.0 1166 1204.0 0.562 2164 45 0.607 0.492 9.9556e-01 0.00444033
824560758 Attrited Customer 35 F 3 Graduate Single Less than $40K Blue 31 1 3 4 1678.0 0 1678.0 0.676 2475 61 0.694 0.000 9.9814e-01 0.00186317
757710783 Attrited Customer 36 F 1 Graduate Married Less than $40K Blue 29 4 2 3 1493.0 0 1493.0 0.721 2516 63 0.575 0.000 9.9447e-01 0.00553000
713081583 Existing Customer 51 F 4 Unknown Married Less than $40K Blue 32 2 2 3 2350.0 1272 1078.0 0.873 4647 86 0.911 0.541 2.2068e-04 0.99978000
710481333 Attrited Customer 50 F 4 High School Married Less than $40K Blue 36 5 3 5 2690.0 1614 1076.0 0.513 2272 57 0.541 0.600 9.9890e-01 0.00109664
721060083 Existing Customer 42 F 3 College Married Unknown Blue 27 1 1 1 7226.0 1889 5337.0 0.661 4653 71 0.614 0.261 3.3508e-05 0.99997000
713759583 Existing Customer 54 F 3 High School Married Less than $40K Blue 36 1 1 1 3173.0 1822 1351.0 0.801 4883 71 0.614 0.574 3.3505e-05 0.99997000
717547383 Existing Customer 43 F 2 Graduate Married Less than $40K Blue 32 2 3 1 2890.0 1392 1498.0 0.736 4233 77 0.791 0.482 1.0848e-04 0.99989000
711683358 Attrited Customer 46 F 3 High School Unknown Less than $40K Blue 41 2 3 4 3313.0 0 3313.0 0.561 2135 44 0.419 0.000 9.9808e-01 0.00191647
710044308 Existing Customer 40 F 4 Graduate Single $40K - $60K Blue 27 2 2 2 2625.0 1594 1031.0 0.544 2480 47 0.567 0.607 1.1937e-04 0.99988000
713101383 Existing Customer 44 F 2 Unknown Married $40K - $60K Blue 36 1 1 1 1834.0 0 1834.0 0.618 5402 87 0.611 0.000 3.6508e-05 0.99996000
757685733 Existing Customer 43 F 2 Graduate Single Less than $40K Blue 36 1 2 2 3226.0 2145 1081.0 0.644 5066 75 0.786 0.665 1.1382e-04 0.99989000
717823383 Existing Customer 56 M 4 Unknown Married $60K - $80K Blue 47 1 1 3 3426.0 1841 1585.0 0.734 4268 81 0.800 0.537 1.0679e-04 0.99989000
796029483 Existing Customer 49 F 3 Graduate Married Less than $40K Blue 43 2 3 2 2174.0 785 1389.0 0.657 3890 78 0.660 0.361 1.8665e-04 0.99981000
710099358 Existing Customer 60 F 1 Unknown Single $40K - $60K Blue 36 2 3 1 3959.0 0 3959.0 0.806 4935 92 0.804 0.000 1.1192e-04 0.99989000
713872008 Existing Customer 49 F 1 High School Married Less than $40K Blue 42 1 3 1 2215.0 1347 868.0 0.655 4656 72 0.636 0.608 9.8983e-05 0.99990000
788802483 Existing Customer 47 F 3 Uneducated Unknown Less than $40K Blue 29 2 2 3 2814.0 1595 1219.0 0.658 4766 87 0.582 0.567 2.0424e-04 0.99980000
817988433 Existing Customer 56 M 3 Unknown Single $60K - $80K Blue 51 2 2 2 6941.0 1013 5928.0 0.552 4097 78 0.592 0.146 1.2982e-04 0.99987000
823554783 Existing Customer 44 F 3 College Single Unknown Blue 40 2 1 3 3269.0 0 3269.0 0.797 5022 85 0.771 0.000 9.3457e-05 0.99991000
710643183 Existing Customer 42 F 2 High School Single Less than $40K Blue 23 2 2 3 3172.0 1160 2012.0 0.588 4163 83 0.804 0.366 1.8610e-04 0.99981000
779859558 Attrited Customer 54 F 3 High School Married Less than $40K Blue 38 2 2 4 2452.0 1012 1440.0 0.460 2398 29 0.318 0.413 9.9697e-01 0.00302546
798238008 Existing Customer 36 F 2 Uneducated Married Less than $40K Blue 30 2 1 2 5070.0 0 5070.0 0.536 4644 85 0.771 0.000 5.6630e-05 0.99994000
811974483 Existing Customer 56 M 2 Graduate Single $40K - $60K Blue 51 1 3 1 1466.0 723 743.0 0.793 5110 86 0.593 0.493 1.0848e-04 0.99989000
778471758 Existing Customer 52 F 2 Graduate Married Less than $40K Blue 37 1 3 3 2427.0 2362 65.0 0.670 4663 85 0.771 0.973 3.0251e-04 0.99970000
718513233 Existing Customer 59 M 2 Graduate Single $120K + Blue 48 1 3 3 17999.0 1861 16138.0 0.791 4740 78 0.950 0.103 3.0251e-04 0.99970000
718147233 Existing Customer 44 F 1 High School Married $40K - $60K Blue 31 2 2 3 4553.0 1538 3015.0 0.514 4999 95 0.557 0.338 1.7468e-04 0.99983000
713700258 Existing Customer 55 F 1 Post-Graduate Married Unknown Blue 42 1 3 3 2953.0 1896 1057.0 0.810 4644 79 0.612 0.642 3.3411e-04 0.99967000
780670083 Attrited Customer 39 F 2 Unknown Unknown $40K - $60K Blue 28 1 2 3 4363.0 0 4363.0 0.714 2596 48 0.846 0.000 9.9527e-01 0.00472896
711438033 Existing Customer 57 F 1 Graduate Married Less than $40K Blue 45 1 3 2 1894.0 0 1894.0 0.731 5750 73 0.872 0.000 1.6883e-04 0.99983000
712253058 Existing Customer 48 F 3 High School Married Less than $40K Blue 40 1 2 1 2097.0 1255 842.0 0.610 4189 83 0.976 0.598 6.9242e-05 0.99993000
713519508 Existing Customer 47 M 4 High School Divorced $60K - $80K Blue 36 1 1 1 1983.0 989 994.0 0.726 5065 80 0.667 0.499 3.3863e-05 0.99997000
789992733 Existing Customer 50 F 1 Unknown Unknown Less than $40K Blue 42 1 1 2 2210.0 1539 671.0 0.843 4937 75 0.974 0.696 5.6825e-05 0.99994000
710110683 Existing Customer 52 M 2 College Married $60K - $80K Blue 36 1 1 3 7879.0 1007 6872.0 0.726 4844 83 0.976 0.128 9.0064e-05 0.99991000
720260433 Existing Customer 46 F 3 High School Married $40K - $60K Blue 34 2 3 2 3336.0 1687 1649.0 0.645 5577 95 0.759 0.506 1.8145e-04 0.99982000
714148758 Existing Customer 34 F 2 Post-Graduate Married Less than $40K Blue 27 2 3 3 1726.0 1398 328.0 1.009 5228 68 0.700 0.810 3.5594e-04 0.99964000
715522233 Existing Customer 45 F 3 Doctorate Single Less than $40K Blue 27 1 6 3 2917.0 1523 1394.0 0.724 4878 92 0.804 0.522 3.5857e-04 0.99964000
712790358 Attrited Customer 39 F 3 Uneducated Married Unknown Blue 30 6 3 4 3023.0 1348 1675.0 0.358 2219 44 0.630 0.446 9.9819e-01 0.00181217
714943233 Existing Customer 49 M 2 Doctorate Married $40K - $60K Blue 31 2 2 2 1915.0 1545 370.0 0.775 3911 80 0.778 0.807 1.6471e-04 0.99984000
789579033 Existing Customer 43 M 3 Graduate Unknown $40K - $60K Blue 36 2 3 3 4878.0 2098 2780.0 0.665 5021 84 0.680 0.430 3.1390e-04 0.99969000
708952758 Existing Customer 41 F 3 College Married Less than $40K Blue 35 2 1 2 2066.0 1542 524.0 0.710 4887 76 0.617 0.746 5.5564e-05 0.99994000
721374033 Existing Customer 53 F 1 High School Married $40K - $60K Blue 39 2 3 3 2164.0 1115 1049.0 0.624 4341 69 0.643 0.515 2.7604e-04 0.99972000
808891983 Existing Customer 42 F 5 Graduate Unknown Less than $40K Blue 37 2 3 2 6250.0 1835 4415.0 0.644 4042 60 0.714 0.294 1.8570e-04 0.99981000
794516508 Existing Customer 43 F 3 High School Married Less than $40K Blue 24 2 2 1 1484.0 0 1484.0 0.532 4838 81 0.929 0.000 6.9242e-05 0.99993000
714032883 Existing Customer 45 M 2 College Unknown $40K - $60K Blue 36 1 1 1 4718.0 1591 3127.0 0.927 4598 80 1.000 0.337 3.2291e-05 0.99997000
778722033 Existing Customer 44 F 2 Uneducated Married Less than $40K Blue 28 2 2 0 2275.0 1265 1010.0 0.755 5626 77 1.081 0.556 4.3170e-05 0.99996000
823578483 Existing Customer 44 F 4 High School Single Less than $40K Blue 40 2 1 2 1438.3 1169 269.3 0.558 4429 78 0.529 0.813 5.6153e-05 0.99994000
715148658 Existing Customer 51 F 2 Graduate Married Less than $40K Blue 43 1 3 3 3683.0 1039 2644.0 0.595 4684 86 0.755 0.282 3.0251e-04 0.99970000
709669533 Existing Customer 38 F 1 High School Divorced Less than $40K Blue 30 2 3 2 2722.0 1303 1419.0 0.391 4488 88 0.833 0.479 1.6413e-04 0.99984000
787467858 Existing Customer 43 M 1 High School Married $80K - $120K Silver 30 1 1 3 34516.0 2045 32471.0 0.590 4081 54 0.421 0.059 7.6378e-05 0.99992000
708671733 Existing Customer 48 M 4 Graduate Married $60K - $80K Blue 36 2 3 3 2072.0 1499 573.0 0.598 4091 71 0.651 0.723 3.1726e-04 0.99968000
709790058 Existing Customer 53 M 4 Graduate Married $120K + Blue 40 1 1 3 6383.0 1512 4871.0 0.558 4985 87 0.776 0.237 9.7154e-05 0.99990000
712714008 Existing Customer 39 F 4 Unknown Married $40K - $60K Blue 28 2 3 2 2725.0 2302 423.0 0.876 4714 81 0.800 0.845 2.0735e-04 0.99979000
715191258 Existing Customer 47 F 5 Unknown Married Unknown Blue 41 1 2 3 2675.0 1999 676.0 0.679 4138 64 0.561 0.747 2.1724e-04 0.99978000
757722708 Existing Customer 42 M 3 College Married $60K - $80K Blue 35 1 3 1 1438.3 0 1438.3 0.887 4246 83 0.804 0.000 1.0944e-04 0.99989000
718086783 Existing Customer 50 M 5 Uneducated Married $120K + Blue 36 2 2 1 13478.0 0 13478.0 0.929 4738 56 0.867 0.000 7.2863e-05 0.99993000
815253708 Existing Customer 46 F 2 High School Divorced Less than $40K Blue 41 1 2 2 2841.0 1807 1034.0 0.573 4144 73 0.780 0.636 1.1065e-04 0.99989000
715083633 Existing Customer 33 F 1 Uneducated Married Less than $40K Blue 23 2 2 3 1830.0 1777 53.0 0.639 5271 76 0.854 0.971 1.8475e-04 0.99982000
792098883 Existing Customer 37 M 2 Doctorate Single $120K + Blue 31 2 1 3 2360.0 1204 1156.0 0.539 3696 82 0.822 0.510 1.3405e-04 0.99987000
711873858 Existing Customer 43 M 3 High School Married $60K - $80K Blue 35 2 3 2 3717.0 1882 1835.0 0.796 4667 91 0.820 0.506 1.8145e-04 0.99982000
713931258 Attrited Customer 56 F 3 Graduate Married Less than $40K Blue 45 2 3 4 1438.3 0 1438.3 0.315 1988 42 0.355 0.000 9.9814e-01 0.00186317
787591008 Existing Customer 42 M 3 Uneducated Divorced $60K - $80K Blue 34 2 1 1 2289.0 1195 1094.0 0.651 4955 83 0.627 0.522 3.5437e-05 0.99996000
801518958 Existing Customer 56 F 1 Graduate Married Unknown Blue 50 2 3 3 5338.0 0 5338.0 0.919 4139 69 0.865 0.000 2.8395e-04 0.99972000
713068833 Existing Customer 44 F 3 Uneducated Single Less than $40K Blue 32 2 2 1 1438.3 894 544.3 0.762 4687 85 0.932 0.622 7.3235e-05 0.99993000
710566533 Existing Customer 40 M 1 Unknown Married $60K - $80K Blue 27 1 3 3 2276.0 1372 904.0 0.564 4159 67 0.718 0.603 3.1211e-04 0.99969000
789151983 Existing Customer 43 F 4 Graduate Unknown $40K - $60K Blue 31 2 3 3 4091.0 1108 2983.0 0.774 5244 87 0.706 0.271 3.1726e-04 0.99968000
766673433 Existing Customer 45 M 4 Unknown Married $80K - $120K Blue 38 2 3 3 3798.0 1570 2228.0 0.916 4512 80 0.778 0.413 3.4872e-04 0.99965000
807589908 Existing Customer 47 F 5 Unknown Married Less than $40K Blue 42 1 2 1 1778.0 822 956.0 0.680 4189 80 0.667 0.462 7.7894e-05 0.99992000
708190158 Attrited Customer 38 F 3 High School Single Less than $40K Blue 26 2 3 0 2920.0 2426 494.0 0.983 2750 41 0.367 0.831 9.8528e-01 0.01472000
784895358 Attrited Customer 49 F 1 Graduate Married Less than $40K Blue 43 5 3 3 1938.0 0 1938.0 0.612 2870 49 0.750 0.000 9.9649e-01 0.00350838
710090133 Existing Customer 62 F 1 College Divorced Less than $40K Blue 51 1 3 3 4049.0 1685 2364.0 0.597 3908 80 0.702 0.416 2.7607e-04 0.99972000
799242033 Existing Customer 45 M 4 Doctorate Married $80K - $120K Blue 39 2 3 2 1438.3 1162 276.3 0.539 4598 86 0.623 0.808 2.7297e-04 0.99973000
719377383 Existing Customer 40 M 2 College Single $60K - $80K Blue 28 1 2 3 10880.0 2025 8855.0 0.753 4957 90 0.765 0.186 1.8612e-04 0.99981000
710371683 Existing Customer 51 M 4 Doctorate Married $60K - $80K Blue 36 2 1 2 3451.0 2006 1445.0 0.555 4097 67 0.763 0.581 8.3588e-05 0.99992000
719926683 Existing Customer 41 M 3 High School Divorced $60K - $80K Blue 33 2 2 2 20749.0 2171 18578.0 0.842 4754 77 0.674 0.105 1.1482e-04 0.99989000
793597833 Existing Customer 49 F 0 Post-Graduate Single Less than $40K Blue 43 1 3 1 2481.0 1568 913.0 0.537 4466 69 0.533 0.632 1.0953e-04 0.99989000
713739708 Existing Customer 61 M 0 High School Single $60K - $80K Blue 53 1 3 3 2415.0 2050 365.0 0.499 4479 71 0.690 0.849 2.5237e-04 0.99975000
709389558 Existing Customer 33 F 4 College Single Less than $40K Blue 36 1 3 0 1438.3 0 1438.3 0.566 4641 85 0.700 0.000 6.7657e-05 0.99993000
811907583 Existing Customer 45 F 4 Uneducated Single Unknown Blue 40 1 2 2 7600.0 1574 6026.0 0.605 4240 67 0.396 0.207 1.2274e-04 0.99988000
709087983 Existing Customer 35 F 3 Doctorate Single Less than $40K Blue 27 2 2 3 1438.3 0 1438.3 0.620 5020 94 0.843 0.000 2.8744e-04 0.99971000
712774908 Existing Customer 41 F 4 High School Married Less than $40K Blue 29 2 2 2 2601.0 1861 740.0 0.794 5111 83 0.660 0.715 1.1604e-04 0.99988000
820639908 Existing Customer 48 F 4 High School Married Unknown Blue 44 1 2 1 2625.0 2517 108.0 0.702 4378 81 0.884 0.959 6.9982e-05 0.99993000
713497983 Existing Customer 49 M 5 High School Single $60K - $80K Blue 36 1 2 2 5578.0 0 5578.0 0.627 3459 53 0.710 0.000 1.1423e-04 0.99989000
713489358 Existing Customer 52 F 2 Graduate Married Less than $40K Blue 40 2 3 2 3698.0 0 3698.0 0.811 3763 82 0.864 0.000 1.7987e-04 0.99982000
711381183 Existing Customer 51 F 2 Unknown Married $40K - $60K Blue 36 2 3 2 1438.3 1141 297.3 0.690 4485 85 0.889 0.793 1.9771e-04 0.99980000
814989933 Existing Customer 45 F 4 College Unknown Less than $40K Blue 40 1 2 1 1795.0 1058 737.0 0.778 5575 73 0.738 0.589 6.9988e-05 0.99993000
711847833 Existing Customer 42 F 2 Graduate Single Less than $40K Blue 32 2 2 2 1933.0 1127 806.0 0.705 4833 71 0.690 0.583 1.1382e-04 0.99989000
772837083 Existing Customer 41 M 3 Graduate Married $120K + Blue 32 2 3 1 27169.0 0 27169.0 0.781 3906 87 0.977 0.000 1.1256e-04 0.99989000
713652783 Existing Customer 30 F 0 Unknown Single Less than $40K Blue 36 1 1 1 2367.0 1220 1147.0 1.040 5568 90 0.957 0.515 3.1329e-05 0.99997000
719202708 Existing Customer 54 F 3 High School Married Less than $40K Blue 36 2 2 1 5642.0 541 5101.0 0.742 4633 84 0.680 0.096 6.9242e-05 0.99993000
714566133 Existing Customer 60 F 2 Graduate Married Less than $40K Blue 36 1 2 2 3239.0 2356 883.0 0.621 4621 91 0.750 0.727 1.1382e-04 0.99989000
717553683 Existing Customer 52 F 1 Unknown Married Less than $40K Blue 36 1 1 3 3040.0 2517 523.0 0.774 4608 61 1.033 0.828 9.5577e-05 0.99990000
814987983 Existing Customer 37 F 2 College Single $40K - $60K Blue 32 2 1 3 3680.0 683 2997.0 0.850 4835 77 0.750 0.186 9.0064e-05 0.99991000
789588933 Existing Customer 44 M 2 Graduate Married $60K - $80K Blue 37 1 1 1 1787.0 0 1787.0 0.609 3912 79 0.975 0.000 3.3214e-05 0.99997000
714317058 Existing Customer 52 M 2 Graduate Married $60K - $80K Blue 36 2 3 1 4752.0 2437 2315.0 0.601 3946 63 0.750 0.513 1.0848e-04 0.99989000
772271508 Attrited Customer 46 F 3 Uneducated Single Unknown Blue 35 2 3 3 1706.0 0 1706.0 0.726 2320 42 0.448 0.000 9.9691e-01 0.00308778
716366208 Existing Customer 45 F 2 Uneducated Married Unknown Blue 36 2 1 3 8103.0 0 8103.0 0.986 5221 82 0.673 0.000 9.5249e-05 0.99990000
710971908 Existing Customer 43 M 1 High School Married $60K - $80K Blue 31 2 3 3 3764.0 1780 1984.0 0.790 4898 80 0.667 0.473 2.7604e-04 0.99972000
711412533 Attrited Customer 40 F 3 High School Single Less than $40K Blue 35 6 3 5 5492.0 1573 3919.0 0.636 2416 45 0.667 0.286 9.9889e-01 0.00110835
720593583 Existing Customer 39 F 2 Doctorate Divorced Less than $40K Blue 32 1 2 2 3554.0 747 2807.0 0.621 5152 90 0.765 0.210 1.6471e-04 0.99984000
720165258 Existing Customer 44 F 2 High School Unknown Less than $40K Blue 29 2 3 1 3170.0 2330 840.0 0.858 5357 91 0.978 0.735 1.0545e-04 0.99989000
716147658 Existing Customer 49 F 2 Uneducated Single Unknown Blue 40 2 3 1 2464.0 1601 863.0 0.649 4739 86 0.792 0.650 1.1153e-04 0.99989000
778436283 Existing Customer 41 M 4 High School Single Less than $40K Blue 21 2 3 1 3429.0 1504 1925.0 0.601 4015 76 1.000 0.439 1.1060e-04 0.99989000
711492258 Existing Customer 50 M 2 Graduate Married $60K - $80K Blue 45 2 1 0 2021.0 1578 443.0 0.761 5298 71 0.919 0.781 2.0316e-05 0.99998000
771106458 Existing Customer 54 F 4 College Married Less than $40K Blue 41 1 5 2 2444.0 1313 1131.0 0.689 4609 61 0.794 0.537 2.0484e-04 0.99980000
713183508 Existing Customer 39 F 1 High School Married Unknown Blue 36 1 3 2 2751.0 1158 1593.0 0.821 4861 82 0.822 0.421 1.6413e-04 0.99984000
710832108 Existing Customer 52 F 2 Unknown Single $40K - $60K Blue 44 2 3 3 9017.0 2359 6658.0 0.895 4552 81 0.800 0.262 3.3251e-04 0.99967000
719940483 Existing Customer 51 F 1 Graduate Married $40K - $60K Blue 43 2 2 2 2107.0 1663 444.0 0.712 4841 88 0.725 0.789 1.0684e-04 0.99989000
715207458 Existing Customer 46 F 1 Unknown Single Less than $40K Blue 39 2 2 1 2029.0 1074 955.0 0.514 4802 90 0.800 0.529 7.0819e-05 0.99993000
716839983 Existing Customer 48 M 3 College Married $120K + Blue 36 2 3 2 32777.0 0 32777.0 0.665 4520 75 0.923 0.000 1.8146e-04 0.99982000
781073733 Existing Customer 50 M 2 Graduate Married $120K + Blue 41 1 3 3 4607.0 0 4607.0 0.898 4793 88 0.630 0.000 3.0251e-04 0.99970000
757594083 Existing Customer 52 F 1 Unknown Married Unknown Blue 45 2 4 0 23486.0 0 23486.0 0.616 4530 74 0.762 0.000 8.2736e-05 0.99992000
764496708 Existing Customer 54 F 2 High School Married Unknown Blue 47 2 3 3 1997.0 0 1997.0 0.825 4961 82 0.783 0.000 2.9408e-04 0.99971000
714080433 Existing Customer 40 F 5 College Married $40K - $60K Blue 36 2 3 2 3144.0 1787 1357.0 0.685 4758 67 0.558 0.568 1.8054e-04 0.99982000
757675158 Existing Customer 47 F 4 Post-Graduate Divorced $40K - $60K Blue 40 2 2 3 2725.0 1851 874.0 0.687 4904 85 0.700 0.679 2.3623e-04 0.99976000
715361433 Existing Customer 53 F 2 High School Single Less than $40K Blue 36 2 2 3 1874.0 994 880.0 0.713 4194 78 0.857 0.530 1.8610e-04 0.99981000
778191933 Attrited Customer 45 M 3 Uneducated Single $120K + Blue 35 2 3 5 7135.0 2517 4618.0 0.631 2305 42 0.448 0.353 9.9895e-01 0.00104798
718792758 Existing Customer 35 F 4 Uneducated Married Unknown Blue 25 2 3 2 3379.0 587 2792.0 0.670 5121 80 0.702 0.174 1.9396e-04 0.99981000
709738008 Existing Customer 48 F 3 Unknown Married $40K - $60K Blue 36 1 6 2 2804.0 1057 1747.0 0.576 5033 81 0.800 0.377 1.6195e-04 0.99984000
799020258 Existing Customer 44 M 2 Uneducated Divorced $60K - $80K Blue 38 2 1 2 16553.0 0 16553.0 0.488 4797 82 0.907 0.000 5.6630e-05 0.99994000
718152333 Attrited Customer 41 F 3 Doctorate Single Unknown Blue 36 2 3 6 2246.0 0 2246.0 0.725 3607 51 0.821 0.000 9.9958e-01 0.00042446
716324583 Existing Customer 42 F 4 Uneducated Single Unknown Blue 36 1 4 1 2875.0 1892 983.0 0.750 4577 81 0.688 0.658 1.4137e-04 0.99986000
720887058 Existing Customer 51 F 1 Unknown Married Unknown Blue 35 1 2 3 3668.0 0 3668.0 0.655 4753 87 0.812 0.000 1.9751e-04 0.99980000
714825408 Existing Customer 45 F 3 High School Single $40K - $60K Blue 36 2 3 3 2853.0 2517 336.0 0.595 4971 65 0.757 0.882 3.0516e-04 0.99969000
788620083 Existing Customer 50 F 3 Graduate Single Less than $40K Blue 41 2 2 2 2382.0 1419 963.0 0.780 4563 89 0.712 0.596 1.1811e-04 0.99988000
719490108 Existing Customer 54 F 3 Graduate Single Less than $40K Blue 36 1 3 1 2830.0 1779 1051.0 0.883 4854 74 0.947 0.629 1.1256e-04 0.99989000
709044183 Existing Customer 47 F 3 Unknown Married Unknown Blue 27 1 3 3 24987.0 824 24163.0 0.691 3995 64 0.561 0.033 3.4503e-04 0.99965000
756944133 Existing Customer 52 F 4 Graduate Married Less than $40K Blue 45 1 1 3 3705.0 2168 1537.0 0.662 4452 89 0.894 0.585 9.7154e-05 0.99990000
785285883 Attrited Customer 49 F 3 Graduate Single Less than $40K Blue 43 6 3 4 1675.0 0 1675.0 0.760 2622 53 0.710 0.000 9.9814e-01 0.00186317
779770683 Existing Customer 47 F 3 Uneducated Divorced $40K - $60K Blue 36 2 3 3 1439.0 0 1439.0 0.638 5047 79 0.837 0.000 3.2275e-04 0.99968000
718510983 Existing Customer 54 F 3 Unknown Single $40K - $60K Blue 41 1 3 2 4440.0 0 4440.0 0.639 3720 89 0.894 0.000 2.0516e-04 0.99979000
710322033 Existing Customer 52 F 1 High School Married Less than $40K Blue 44 1 1 1 2563.0 1765 798.0 0.857 4515 77 0.925 0.689 3.0307e-05 0.99997000
710560008 Existing Customer 46 F 4 High School Married Less than $40K Blue 33 1 3 0 1896.0 1738 158.0 0.647 4588 75 0.923 0.917 6.7650e-05 0.99993000
711298458 Attrited Customer 39 F 3 Unknown Married Less than $40K Blue 26 5 2 5 2190.0 0 2190.0 0.691 2338 40 0.600 0.000 9.9845e-01 0.00154849
789164283 Existing Customer 55 F 0 Uneducated Married Less than $40K Blue 44 1 1 3 2596.0 1929 667.0 0.609 4726 87 0.812 0.743 8.1736e-05 0.99992000
715773783 Attrited Customer 44 F 2 Graduate Single $40K - $60K Blue 35 2 3 4 4196.0 561 3635.0 0.741 2558 38 0.652 0.134 9.9807e-01 0.00193323
779158533 Existing Customer 43 F 3 Uneducated Single Less than $40K Blue 25 2 3 3 1616.0 966 650.0 0.647 4774 74 0.805 0.598 3.2275e-04 0.99968000
720463833 Existing Customer 42 M 5 Uneducated Single $60K - $80K Blue 36 1 1 2 6618.0 1738 4880.0 0.720 5022 76 0.854 0.263 5.8465e-05 0.99994000
712747758 Attrited Customer 50 F 4 Uneducated Single Less than $40K Blue 36 2 2 3 2477.0 0 2477.0 0.445 2037 43 0.387 0.000 9.9518e-01 0.00481999
771067308 Existing Customer 38 F 3 High School Single $40K - $60K Blue 25 1 1 2 3040.0 1908 1132.0 0.758 5616 73 0.659 0.628 5.5559e-05 0.99994000
750995508 Attrited Customer 41 M 3 Unknown Single $60K - $80K Blue 32 1 3 3 4697.0 1046 3651.0 0.313 1679 29 0.318 0.223 9.9711e-01 0.00288892
716171358 Existing Customer 51 M 4 College Married $40K - $60K Blue 36 2 3 1 4436.0 2222 2214.0 0.731 4460 85 0.771 0.501 1.1061e-04 0.99989000
794637333 Existing Customer 44 F 2 Graduate Divorced Less than $40K Silver 25 2 2 2 13138.0 0 13138.0 0.546 3881 77 0.791 0.000 1.0284e-04 0.99990000
718437033 Attrited Customer 46 M 2 Uneducated Unknown $60K - $80K Blue 30 4 3 2 1438.3 681 757.3 0.731 2527 38 0.583 0.473 9.9462e-01 0.00538000
718492908 Existing Customer 38 F 3 College Married Less than $40K Blue 36 1 2 3 3297.0 1554 1743.0 0.605 4636 86 0.720 0.471 1.9313e-04 0.99981000
716033508 Existing Customer 46 M 2 Graduate Single $60K - $80K Blue 34 1 3 2 6272.0 1434 4838.0 1.172 4514 66 1.200 0.229 1.7987e-04 0.99982000
717603858 Existing Customer 54 M 3 College Single $40K - $60K Blue 42 1 2 1 5608.0 1775 3833.0 0.522 4325 77 0.750 0.317 6.9248e-05 0.99993000
714741933 Existing Customer 42 M 4 Unknown Married $60K - $80K Blue 32 1 1 2 9906.0 1759 8147.0 0.785 4033 76 1.000 0.178 6.3492e-05 0.99994000
716558283 Existing Customer 30 F 0 Graduate Married Less than $40K Blue 36 2 2 2 1621.0 1046 575.0 0.729 5247 84 0.615 0.645 9.7673e-05 0.99990000
719022558 Existing Customer 49 F 4 Uneducated Married Less than $40K Blue 38 1 3 3 2305.0 1173 1132.0 0.818 5106 74 0.762 0.509 3.2620e-04 0.99967000
717334233 Existing Customer 54 F 1 Uneducated Single $40K - $60K Blue 43 1 3 2 9525.0 2517 7008.0 0.669 4804 79 0.881 0.264 1.7360e-04 0.99983000
709222008 Attrited Customer 41 M 3 Unknown Single $80K - $120K Blue 32 1 3 4 4742.0 2221 2521.0 0.464 2422 41 0.464 0.468 9.9830e-01 0.00169532
719192808 Existing Customer 51 M 4 Graduate Single $120K + Blue 36 2 1 1 3168.0 2147 1021.0 0.663 4674 71 0.821 0.678 3.4833e-05 0.99997000
719281533 Existing Customer 37 F 3 College Married Less than $40K Blue 27 2 1 3 2939.0 1388 1551.0 0.690 5076 84 0.826 0.472 9.3457e-05 0.99991000
710877108 Existing Customer 44 F 1 High School Divorced Less than $40K Blue 32 1 1 2 2724.0 1288 1436.0 0.613 4171 75 1.206 0.473 5.0256e-05 0.99995000
714155283 Existing Customer 46 F 2 Unknown Married Unknown Blue 36 2 3 0 6990.0 876 6114.0 0.752 4861 77 0.638 0.125 7.2936e-05 0.99993000
771214083 Existing Customer 45 M 2 High School Unknown $60K - $80K Blue 32 1 2 3 1870.0 0 1870.0 0.761 4891 65 0.806 0.000 1.8610e-04 0.99981000
770581983 Existing Customer 55 F 4 Graduate Married $40K - $60K Blue 41 1 1 3 1438.3 0 1438.3 0.861 4885 88 0.630 0.000 9.7154e-05 0.99990000
718742808 Attrited Customer 55 F 1 High School Married $40K - $60K Blue 46 2 4 3 4629.0 710 3919.0 0.788 2877 49 0.581 0.153 9.9701e-01 0.00298772
710257683 Existing Customer 50 M 3 Graduate Single $120K + Blue 33 1 2 2 34516.0 1134 33382.0 0.585 4520 73 0.659 0.033 1.1811e-04 0.99988000
721426383 Attrited Customer 36 F 3 Unknown Single Less than $40K Blue 36 4 3 0 1558.0 261 1297.0 0.775 2424 40 0.600 0.168 9.8696e-01 0.01304000
721041483 Attrited Customer 45 M 4 Doctorate Married $60K - $80K Blue 37 1 2 2 13093.0 2517 10576.0 0.426 2032 39 0.444 0.192 9.9425e-01 0.00575000
719922558 Existing Customer 45 F 5 Unknown Divorced $40K - $60K Blue 33 2 2 3 1438.3 0 1438.3 0.739 5346 84 0.787 0.000 2.1724e-04 0.99978000
715072533 Existing Customer 41 F 3 Unknown Unknown $40K - $60K Blue 36 2 6 2 4451.0 0 4451.0 0.726 4456 75 0.974 0.000 1.6195e-04 0.99984000
716214108 Existing Customer 44 M 4 Uneducated Single $60K - $80K Blue 36 1 2 1 6426.0 0 6426.0 0.592 4892 80 0.818 0.000 7.4017e-05 0.99993000
772216833 Existing Customer 47 F 5 Graduate Single Less than $40K Blue 36 1 2 1 2761.0 1950 811.0 0.582 4510 88 0.660 0.706 7.0865e-05 0.99993000
708553008 Existing Customer 38 F 1 High School Single $40K - $60K Blue 36 1 2 3 2148.0 1103 1045.0 0.602 4711 64 0.882 0.514 1.7468e-04 0.99983000
778880358 Existing Customer 49 F 4 Graduate Divorced $40K - $60K Blue 30 1 3 3 2485.0 1648 837.0 0.595 4208 71 0.919 0.663 3.1726e-04 0.99968000
720258183 Existing Customer 39 F 4 Graduate Single $40K - $60K Blue 25 2 3 3 3394.0 2517 877.0 0.689 5421 75 0.829 0.742 3.1726e-04 0.99968000
720689583 Existing Customer 50 F 3 High School Married $40K - $60K Blue 40 1 3 3 3367.0 1747 1620.0 0.769 5657 91 0.517 0.519 3.0516e-04 0.99969000
758168133 Existing Customer 50 F 0 High School Married $40K - $60K Blue 43 2 3 1 4154.0 1060 3094.0 0.544 4325 86 0.720 0.255 9.0493e-05 0.99991000
716322783 Existing Customer 47 F 3 Unknown Married Less than $40K Blue 37 2 2 2 2154.0 1628 526.0 0.665 4538 74 0.762 0.756 1.2982e-04 0.99987000
711118083 Existing Customer 54 F 4 Graduate Divorced Less than $40K Blue 43 1 2 1 2506.0 1784 722.0 0.729 4504 80 1.051 0.712 7.1987e-05 0.99993000
709591533 Existing Customer 46 F 3 College Divorced Less than $40K Blue 38 1 1 3 1774.0 1115 659.0 0.686 3474 60 0.667 0.629 9.3457e-05 0.99991000
794556333 Existing Customer 43 F 2 Unknown Single Unknown Blue 27 1 3 3 3287.0 1697 1590.0 0.711 5236 77 1.026 0.516 3.3251e-04 0.99967000
771630783 Existing Customer 42 F 3 High School Married Unknown Blue 30 1 1 2 1821.0 935 886.0 0.781 4786 87 0.776 0.513 5.5559e-05 0.99994000
708672708 Existing Customer 49 M 4 High School Unknown $80K - $120K Blue 31 2 3 3 34516.0 2517 31999.0 0.710 3990 65 1.031 0.073 3.0842e-04 0.99969000
715590258 Existing Customer 45 F 4 Uneducated Single $40K - $60K Blue 36 1 1 3 3918.0 2070 1848.0 0.760 4700 69 0.643 0.528 9.9893e-05 0.99990000
714241083 Existing Customer 49 F 1 Graduate Married Unknown Blue 39 1 1 3 5455.0 2091 3364.0 0.748 4349 58 0.812 0.383 8.6952e-05 0.99991000
708416433 Attrited Customer 41 F 1 High School Single Less than $40K Blue 36 4 3 2 2372.0 0 2372.0 0.597 2499 41 0.464 0.000 9.9395e-01 0.00605000
779183958 Attrited Customer 45 F 2 Graduate Single Less than $40K Blue 33 1 3 4 1492.0 0 1492.0 0.502 2469 38 0.267 0.000 9.9807e-01 0.00193323
709061658 Existing Customer 44 F 1 Graduate Single Less than $40K Blue 31 2 2 3 1550.0 716 834.0 0.749 4534 87 0.977 0.462 1.7969e-04 0.99982000
717384183 Existing Customer 58 F 3 Graduate Single Less than $40K Blue 53 1 3 1 2669.0 2048 621.0 0.725 4863 79 1.135 0.767 1.1256e-04 0.99989000
778921908 Existing Customer 42 M 4 College Single $60K - $80K Blue 23 2 3 1 3311.0 841 2470.0 0.700 4559 80 0.905 0.254 1.1061e-04 0.99989000
714745608 Existing Customer 51 F 4 High School Single Less than $40K Blue 33 2 4 3 3068.0 2071 997.0 0.854 5524 71 0.972 0.675 3.7272e-04 0.99963000
709200633 Existing Customer 55 F 1 Graduate Single Unknown Blue 49 1 4 3 2721.0 0 2721.0 0.508 5443 73 0.973 0.000 3.4315e-04 0.99966000
714714558 Existing Customer 37 F 2 Uneducated Single $40K - $60K Blue 27 1 3 2 3050.0 2517 533.0 1.177 4698 75 0.923 0.825 1.8494e-04 0.99982000
801363633 Existing Customer 60 F 2 Graduate Married Unknown Blue 54 1 2 2 3356.0 1664 1692.0 0.862 5200 81 0.929 0.496 1.1382e-04 0.99989000
778847808 Existing Customer 42 F 4 Graduate Married $40K - $60K Blue 23 1 2 3 2647.0 1245 1402.0 0.712 4911 82 0.864 0.470 2.0077e-04 0.99980000
713015433 Existing Customer 50 F 4 Unknown Married Less than $40K Blue 36 2 4 3 2407.0 1102 1305.0 0.736 4543 71 0.775 0.458 4.2141e-04 0.99958000
711666708 Attrited Customer 52 F 2 High School Married Unknown Blue 39 1 3 4 2233.0 1790 443.0 0.798 2888 50 0.562 0.802 9.9801e-01 0.00198853
809631483 Existing Customer 42 M 3 Post-Graduate Unknown $80K - $120K Blue 37 1 1 3 32106.0 0 32106.0 0.678 4452 83 0.729 0.000 1.1311e-04 0.99989000
808967883 Existing Customer 48 F 4 Unknown Married Less than $40K Blue 43 1 1 0 2089.0 1262 827.0 0.886 5069 76 1.111 0.604 2.3420e-05 0.99998000
710532258 Existing Customer 48 F 3 High School Divorced Less than $40K Blue 36 1 1 1 2185.0 1495 690.0 0.924 4906 83 0.804 0.684 3.3505e-05 0.99997000
812235108 Existing Customer 44 F 2 Graduate Unknown Less than $40K Blue 39 2 3 3 4057.0 755 3302.0 0.873 4301 58 1.417 0.186 3.0251e-04 0.99970000
817293258 Existing Customer 44 F 4 College Married $40K - $60K Blue 27 1 1 2 3183.0 2517 666.0 0.726 4017 63 0.853 0.791 5.6158e-05 0.99994000
714695883 Existing Customer 45 F 5 Uneducated Unknown Less than $40K Blue 36 1 2 3 2699.0 1583 1116.0 0.648 4071 75 0.829 0.587 2.0321e-04 0.99980000
738062658 Existing Customer 57 M 3 Graduate Single $80K - $120K Blue 50 2 3 3 17096.0 1762 15334.0 0.409 4231 62 0.550 0.103 3.1390e-04 0.99969000
709518858 Existing Customer 50 F 2 Graduate Married Less than $40K Blue 38 1 1 1 2897.0 0 2897.0 0.700 4891 87 0.776 0.000 3.3214e-05 0.99997000
819634233 Attrited Customer 46 F 2 Graduate Unknown Less than $40K Blue 40 5 2 2 6568.0 0 6568.0 0.101 1507 33 0.222 0.000 9.9129e-01 0.00871000
711272058 Existing Customer 40 F 4 Graduate Married Unknown Blue 28 1 3 3 1622.0 972 650.0 0.866 4216 71 1.367 0.599 3.1726e-04 0.99968000
716262708 Existing Customer 51 F 2 College Single Less than $40K Blue 36 1 3 2 1438.3 718 720.3 0.571 4447 71 0.821 0.499 1.7488e-04 0.99983000
708928008 Existing Customer 34 F 2 High School Single $40K - $60K Blue 36 2 3 1 1677.0 0 1677.0 0.700 4035 87 0.891 0.000 1.0545e-04 0.99989000
765755283 Existing Customer 48 F 2 Graduate Married Unknown Blue 41 1 1 3 7884.0 745 7139.0 0.714 4588 74 0.762 0.094 9.2637e-05 0.99991000
711922158 Existing Customer 57 F 2 Graduate Married Less than $40K Blue 45 1 3 3 1860.0 0 1860.0 0.778 5109 62 0.722 0.000 3.0251e-04 0.99970000
773177358 Existing Customer 48 F 3 Graduate Married Unknown Blue 41 1 2 2 8074.0 2426 5648.0 0.720 5372 93 0.788 0.300 1.1811e-04 0.99988000
779638983 Existing Customer 47 F 4 Graduate Married Less than $40K Blue 30 2 3 3 2124.0 1573 551.0 0.728 4592 83 0.804 0.741 3.1726e-04 0.99968000
708723858 Existing Customer 48 F 4 Graduate Single Less than $40K Blue 37 1 1 3 3413.0 1715 1698.0 0.812 3843 67 0.634 0.502 9.7154e-05 0.99990000
712184133 Existing Customer 41 F 5 Graduate Married Less than $40K Blue 24 2 3 3 2178.0 1408 770.0 0.635 5089 80 0.455 0.646 3.1231e-04 0.99969000
709948233 Existing Customer 47 F 3 Uneducated Single Unknown Blue 35 1 4 3 2446.0 1899 547.0 0.714 5347 87 0.740 0.776 3.9004e-04 0.99961000
709415583 Existing Customer 37 F 2 Unknown Single Less than $40K Blue 21 1 1 1 3967.0 1476 2491.0 0.626 4490 66 0.833 0.372 3.6508e-05 0.99996000
714005508 Existing Customer 45 F 4 Graduate Married Unknown Blue 36 2 2 2 4146.0 2027 2119.0 0.740 4323 64 0.684 0.489 1.1937e-04 0.99988000
712407033 Existing Customer 26 F 0 Uneducated Unknown Unknown Silver 13 1 2 3 34516.0 2403 32113.0 0.623 4174 59 0.735 0.070 1.5262e-04 0.99985000
716333283 Existing Customer 58 F 0 Unknown Unknown Less than $40K Blue 52 1 2 2 1869.0 1255 614.0 0.847 5269 80 0.633 0.671 1.0736e-04 0.99989000
715534083 Existing Customer 46 F 2 College Single Unknown Blue 33 2 3 1 2168.0 1334 834.0 0.622 4043 73 0.738 0.615 1.0546e-04 0.99989000
789492558 Existing Customer 49 F 2 College Married Less than $40K Blue 40 1 2 1 2096.0 1276 820.0 0.600 4926 82 0.745 0.609 6.6734e-05 0.99993000
770929383 Existing Customer 41 M 2 Graduate Single $60K - $80K Blue 28 2 1 1 7293.0 993 6300.0 0.507 4828 82 0.640 0.136 3.3214e-05 0.99997000
708890133 Existing Customer 46 F 4 College Married Unknown Blue 35 2 2 2 1438.3 0 1438.3 0.802 4659 74 1.114 0.000 1.1605e-04 0.99988000
788595183 Existing Customer 42 M 2 Graduate Single $40K - $60K Blue 36 1 1 3 1438.3 686 752.3 0.680 3499 80 0.860 0.477 9.2637e-05 0.99991000
713167383 Existing Customer 57 F 3 High School Single Less than $40K Blue 46 1 2 2 2298.0 1540 758.0 0.708 5154 81 0.976 0.670 1.1482e-04 0.99989000
717704433 Existing Customer 48 F 4 Unknown Single Unknown Blue 37 1 2 1 3829.0 836 2993.0 0.731 4313 85 0.545 0.218 7.9128e-05 0.99992000
718590183 Existing Customer 58 F 3 Doctorate Married Less than $40K Blue 47 1 3 3 1517.0 920 597.0 0.825 5067 69 0.865 0.606 4.5420e-04 0.99955000
719019483 Existing Customer 46 F 2 College Unknown Less than $40K Silver 36 2 3 1 13427.0 1507 11920.0 0.840 4266 63 0.750 0.112 9.5293e-05 0.99990000
710401458 Existing Customer 53 M 3 Unknown Married $80K - $120K Blue 40 2 2 3 16747.0 0 16747.0 0.801 4350 76 0.767 0.000 2.1834e-04 0.99978000
720783558 Existing Customer 58 F 1 Graduate Married Unknown Blue 48 2 3 1 9926.0 2216 7710.0 0.524 4937 73 0.553 0.223 1.0182e-04 0.99990000
772364358 Existing Customer 54 F 2 High School Unknown Less than $40K Blue 44 1 1 1 2691.0 811 1880.0 0.767 4413 80 0.633 0.301 3.2288e-05 0.99997000
719868183 Attrited Customer 42 F 3 High School Married $40K - $60K Blue 30 5 3 2 1456.0 0 1456.0 0.694 2843 42 0.500 0.000 9.9452e-01 0.00548000
709388058 Existing Customer 43 F 4 Graduate Single Less than $40K Blue 34 2 3 2 2005.0 1263 742.0 0.657 4906 80 0.818 0.630 1.8864e-04 0.99981000
717004533 Existing Customer 35 F 3 High School Married Less than $40K Blue 36 2 3 0 4790.0 1189 3601.0 0.698 4544 81 0.929 0.248 6.6935e-05 0.99993000
714969183 Existing Customer 46 F 2 Unknown Married Less than $40K Blue 36 2 3 1 3123.0 1639 1484.0 0.788 4117 76 1.111 0.525 1.1924e-04 0.99988000
720837708 Existing Customer 42 F 3 College Unknown Less than $40K Blue 28 1 2 3 5471.0 2517 2954.0 0.493 5103 94 0.679 0.460 1.9313e-04 0.99981000
759947433 Existing Customer 53 M 3 Graduate Married $120K + Blue 46 1 2 2 13670.0 0 13670.0 0.819 4812 81 0.653 0.000 1.1811e-04 0.99988000
767404083 Attrited Customer 52 M 2 Graduate Single $60K - $80K Blue 45 2 3 3 3460.0 0 3460.0 0.466 2355 47 0.621 0.000 9.9671e-01 0.00329379
781926633 Existing Customer 48 M 2 Uneducated Married $40K - $60K Blue 42 1 3 3 3202.0 2517 685.0 0.597 4675 88 0.692 0.786 3.1104e-04 0.99969000
772127508 Attrited Customer 31 F 1 Uneducated Married Less than $40K Blue 20 6 2 2 1438.3 0 1438.3 0.706 2614 49 0.531 0.000 9.9098e-01 0.00902000
720518283 Existing Customer 50 M 2 Post-Graduate Single $60K - $80K Blue 36 1 3 2 2296.0 1371 925.0 0.604 5483 77 0.791 0.597 2.1165e-04 0.99979000
715380483 Existing Customer 54 F 5 Unknown Single Less than $40K Blue 49 2 3 2 1476.0 0 1476.0 0.699 4462 75 0.786 0.000 2.0412e-04 0.99980000
789296133 Existing Customer 35 F 3 Doctorate Single Unknown Blue 24 1 1 3 12287.0 770 11517.0 0.612 4601 65 0.757 0.063 1.3910e-04 0.99986000
711029358 Existing Customer 41 F 4 Unknown Single Less than $40K Blue 36 2 3 2 2470.0 1566 904.0 0.811 5011 61 0.743 0.634 2.0735e-04 0.99979000
712615008 Existing Customer 46 M 2 Graduate Unknown $120K + Blue 34 1 3 2 24431.0 892 23539.0 0.417 3457 66 0.571 0.037 1.7987e-04 0.99982000
816826008 Existing Customer 41 M 4 Unknown Married Less than $40K Blue 36 1 1 2 1950.0 998 952.0 0.619 4630 84 0.714 0.512 6.3492e-05 0.99994000
715488483 Existing Customer 49 F 4 Graduate Married Less than $40K Blue 36 1 3 1 6615.0 0 6615.0 0.619 4575 75 0.786 0.000 1.1377e-04 0.99989000
717759783 Existing Customer 47 F 4 Unknown Single Unknown Blue 34 1 3 2 5756.0 860 4896.0 0.708 5298 72 0.714 0.149 2.0735e-04 0.99979000
796083783 Attrited Customer 55 F 2 College Single Unknown Blue 49 1 0 6 1438.3 0 1438.3 0.608 2278 57 0.727 0.000 9.9424e-01 0.00576000
709925733 Existing Customer 32 F 0 Unknown Single Less than $40K Blue 22 1 3 2 1438.3 713 725.3 0.806 5099 80 0.951 0.496 1.6966e-04 0.99983000
715309083 Existing Customer 50 F 2 Graduate Married Less than $40K Blue 36 2 3 2 1912.0 0 1912.0 0.728 4851 87 0.642 0.000 1.7987e-04 0.99982000
778441533 Attrited Customer 45 F 4 High School Single Unknown Blue 26 6 2 2 4549.0 1631 2918.0 0.779 2240 34 0.478 0.359 9.9146e-01 0.00854000
715891533 Existing Customer 45 F 4 Graduate Unknown Less than $40K Blue 33 1 2 1 1979.0 1305 674.0 0.702 5458 84 0.750 0.659 7.1987e-05 0.99993000
788848458 Existing Customer 40 F 5 Unknown Married $40K - $60K Blue 24 1 1 2 2803.0 1747 1056.0 0.954 5089 71 1.029 0.623 6.2502e-05 0.99994000
708399858 Existing Customer 45 F 3 High School Married Less than $40K Blue 35 2 2 1 2548.0 2250 298.0 0.581 4747 77 0.791 0.883 6.9242e-05 0.99993000
711944733 Existing Customer 45 F 2 High School Married Less than $40K Blue 36 1 2 2 1457.0 828 629.0 0.852 5401 93 0.661 0.568 1.1065e-04 0.99989000
712683633 Attrited Customer 32 F 0 Unknown Married Less than $40K Blue 36 5 3 3 1438.3 0 1438.3 0.569 2464 37 0.321 0.000 9.9651e-01 0.00349130
785487783 Existing Customer 59 F 1 Graduate Single $40K - $60K Blue 53 2 2 0 1980.0 1409 571.0 0.743 5350 96 0.714 0.712 3.9410e-05 0.99996000
718951683 Existing Customer 48 F 2 Graduate Married Less than $40K Blue 35 2 3 1 2216.0 1262 954.0 0.497 4763 83 0.660 0.569 1.0848e-04 0.99989000
718329183 Existing Customer 57 F 3 Graduate Divorced $40K - $60K Blue 47 1 3 2 4262.0 2517 1745.0 0.682 3943 75 0.744 0.591 1.8665e-04 0.99981000
788960658 Existing Customer 42 F 2 Uneducated Married Less than $40K Blue 28 1 2 3 2573.0 1742 831.0 0.693 4649 88 0.760 0.677 1.9683e-04 0.99980000
713120433 Existing Customer 55 F 2 High School Married $40K - $60K Blue 42 2 2 3 5431.0 2007 3424.0 0.661 4569 82 0.608 0.370 1.8610e-04 0.99981000
720980958 Existing Customer 43 F 5 Uneducated Married Less than $40K Blue 30 1 3 2 3092.0 909 2183.0 0.832 4797 87 0.851 0.294 1.9094e-04 0.99981000
709606158 Existing Customer 37 F 2 Graduate Married Less than $40K Blue 31 1 3 3 2984.0 0 2984.0 0.770 4878 86 0.870 0.000 3.0251e-04 0.99970000
714168183 Existing Customer 48 F 2 Uneducated Married Unknown Blue 38 1 3 3 2186.0 1017 1169.0 0.617 4629 77 0.791 0.465 3.1104e-04 0.99969000
712524858 Existing Customer 34 M 1 Graduate Single Less than $40K Blue 28 1 6 3 2669.0 1649 1020.0 0.630 4314 74 0.609 0.618 2.2416e-04 0.99978000
815072283 Existing Customer 50 F 3 Graduate Married Less than $40K Blue 45 1 3 1 1789.0 1156 633.0 0.748 5110 75 0.630 0.646 1.1256e-04 0.99989000
715980258 Existing Customer 36 F 1 Doctorate Single Less than $40K Blue 25 1 2 3 2835.0 2511 324.0 0.731 4811 77 0.925 0.886 2.6001e-04 0.99974000
788715483 Existing Customer 44 F 5 Graduate Single Less than $40K Blue 28 2 2 2 1558.0 879 679.0 0.874 4805 86 0.792 0.564 1.1751e-04 0.99988000
809276808 Existing Customer 47 M 4 Graduate Single $80K - $120K Blue 42 1 1 3 7299.0 0 7299.0 0.806 4678 83 0.729 0.000 9.7154e-05 0.99990000
708885558 Attrited Customer 56 F 1 High School Single Less than $40K Blue 48 1 5 2 3556.0 0 3556.0 0.596 2220 45 0.731 0.000 9.9458e-01 0.00542000
789373683 Existing Customer 45 F 3 Graduate Married Less than $40K Blue 35 1 2 2 1438.3 834 604.3 0.635 4976 70 0.842 0.580 1.1811e-04 0.99988000
714216858 Existing Customer 35 F 2 Unknown Single Unknown Blue 36 2 1 2 1507.0 0 1507.0 0.810 4679 85 0.771 0.000 6.0540e-05 0.99994000
719150658 Attrited Customer 51 F 2 Graduate Married Unknown Blue 34 2 3 2 7551.0 0 7551.0 0.894 2977 46 0.394 0.000 9.9447e-01 0.00553000
712302783 Existing Customer 38 F 2 Uneducated Single Less than $40K Blue 25 2 3 1 2468.0 872 1596.0 0.991 4426 76 1.111 0.353 1.1153e-04 0.99989000
799717458 Existing Customer 42 F 3 Unknown Married Less than $40K Blue 36 2 3 3 2515.0 1453 1062.0 0.649 4025 74 0.805 0.578 3.4503e-04 0.99965000
716354883 Attrited Customer 59 F 0 Graduate Unknown Unknown Blue 49 2 3 2 9076.0 0 9076.0 0.899 3048 53 0.656 0.000 9.9356e-01 0.00644000
719601708 Existing Customer 45 M 3 College Single $60K - $80K Blue 35 1 1 2 10699.0 1099 9600.0 0.661 5052 61 0.694 0.103 5.5564e-05 0.99994000
720150858 Attrited Customer 34 M 2 High School Married $80K - $120K Blue 25 6 2 0 1439.0 0 1439.0 0.890 2932 44 0.913 0.000 9.7609e-01 0.02391000
824915208 Existing Customer 44 F 3 Doctorate Married Unknown Blue 40 2 1 1 7212.0 1008 6204.0 0.727 5169 82 0.745 0.140 4.9875e-05 0.99995000
798777708 Existing Customer 54 F 4 High School Single $40K - $60K Blue 48 2 4 1 3089.0 1177 1912.0 1.010 5237 75 0.829 0.381 1.3366e-04 0.99987000
805229133 Existing Customer 46 M 3 Unknown Unknown $80K - $120K Blue 41 1 2 2 11250.0 0 11250.0 0.482 4514 70 0.591 0.000 1.2982e-04 0.99987000
716365233 Existing Customer 53 F 1 College Married Less than $40K Blue 36 1 3 3 1665.0 964 701.0 1.049 4881 75 0.923 0.579 2.7607e-04 0.99972000
796544133 Existing Customer 54 M 1 College Single $120K + Blue 48 1 3 1 2456.0 1654 802.0 0.565 4468 84 0.750 0.673 9.8992e-05 0.99990000
778143183 Existing Customer 47 M 1 Graduate Married $60K - $80K Blue 40 2 2 3 11773.0 0 11773.0 0.754 5098 58 1.071 0.000 1.7969e-04 0.99982000
717011958 Existing Customer 43 F 4 Graduate Single $40K - $60K Blue 23 2 1 1 1438.3 0 1438.3 0.728 4494 82 0.708 0.000 3.4833e-05 0.99997000
778264008 Existing Customer 41 F 3 College Single $40K - $60K Blue 32 2 1 2 3104.0 1954 1150.0 0.473 4699 77 0.925 0.630 5.5564e-05 0.99994000
789507408 Existing Customer 48 F 3 College Unknown Unknown Blue 40 2 6 1 2337.0 0 2337.0 0.586 5203 90 0.765 0.000 8.6389e-05 0.99991000
788842008 Existing Customer 50 F 3 Uneducated Married Less than $40K Blue 34 2 2 2 4060.0 2336 1724.0 0.943 5173 87 0.706 0.575 1.2144e-04 0.99988000
714742758 Existing Customer 42 F 4 Uneducated Single Less than $40K Blue 24 2 2 2 3428.0 2209 1219.0 0.671 4751 87 0.642 0.644 1.2274e-04 0.99988000
717742908 Existing Customer 44 M 3 Unknown Married $40K - $60K Blue 36 1 1 1 12967.0 2517 10450.0 0.787 4520 74 0.762 0.194 3.7884e-05 0.99996000
712874433 Existing Customer 45 M 3 Unknown Single Less than $40K Blue 36 2 1 0 2326.0 642 1684.0 0.814 5413 90 0.765 0.276 2.3172e-05 0.99998000
711092658 Attrited Customer 39 F 3 Graduate Married Unknown Blue 26 2 2 3 4376.0 855 3521.0 0.839 2862 52 0.733 0.195 9.9499e-01 0.00501000
720299283 Existing Customer 46 M 3 Uneducated Married $60K - $80K Blue 33 2 2 1 12745.0 0 12745.0 0.538 4380 80 0.739 0.000 7.3235e-05 0.99993000
719237058 Existing Customer 39 M 2 Doctorate Single $60K - $80K Blue 36 2 2 1 1790.0 891 899.0 0.450 4498 96 0.574 0.498 9.9330e-05 0.99990000
719671383 Existing Customer 40 F 3 Uneducated Unknown Less than $40K Blue 30 2 3 2 2969.0 0 2969.0 0.740 4109 70 1.000 0.000 1.9191e-04 0.99981000
788290383 Existing Customer 43 M 3 Doctorate Single $40K - $60K Blue 35 2 6 3 4970.0 1588 3382.0 0.669 4436 83 0.804 0.320 3.5857e-04 0.99964000
779701983 Existing Customer 49 F 3 Graduate Single $40K - $60K Blue 32 1 3 3 5400.0 1426 3974.0 0.595 4643 80 0.702 0.264 3.1390e-04 0.99969000
779247483 Attrited Customer 46 F 1 Uneducated Unknown Unknown Blue 28 5 2 6 2069.0 0 2069.0 0.656 2754 55 0.667 0.000 9.9896e-01 0.00104314
767093133 Existing Customer 52 F 2 Unknown Married Unknown Blue 45 2 2 1 3192.0 0 3192.0 0.646 4191 80 0.739 0.000 7.5449e-05 0.99992000
717979008 Existing Customer 48 F 3 Unknown Single Less than $40K Blue 37 2 2 1 2105.0 1072 1033.0 0.514 4833 81 1.077 0.509 7.8291e-05 0.99992000
712132383 Existing Customer 44 M 4 College Single $80K - $120K Blue 34 2 2 3 1876.0 861 1015.0 0.839 5056 82 0.547 0.459 1.9519e-04 0.99980000
772306383 Attrited Customer 57 F 3 Unknown Unknown Less than $40K Blue 43 5 3 2 1462.0 0 1462.0 0.602 2299 42 0.312 0.000 9.9515e-01 0.00484967
714469008 Existing Customer 40 F 2 Unknown Single $40K - $60K Blue 29 1 3 3 2351.0 1337 1014.0 0.613 5115 84 0.787 0.569 3.3251e-04 0.99967000
812446158 Existing Customer 54 F 3 Uneducated Single Less than $40K Blue 49 2 2 2 1719.0 0 1719.0 0.579 4869 65 0.512 0.000 1.2144e-04 0.99988000
779401233 Existing Customer 47 F 4 Uneducated Single $40K - $60K Blue 36 1 1 0 1438.3 0 1438.3 0.610 5216 78 0.660 0.000 2.1907e-05 0.99998000
784994883 Existing Customer 26 F 0 Unknown Married Less than $40K Blue 20 2 2 2 2516.0 2378 138.0 1.033 4746 75 0.875 0.945 1.0736e-04 0.99989000
721080183 Existing Customer 33 F 1 Graduate Single $40K - $60K Blue 20 2 2 3 4883.0 0 4883.0 0.724 4613 82 1.000 0.000 1.7969e-04 0.99982000
712572858 Existing Customer 38 M 3 High School Single $80K - $120K Blue 29 2 1 3 3413.0 1801 1612.0 0.880 3831 45 0.667 0.528 9.3448e-05 0.99991000
719759733 Attrited Customer 59 F 0 Unknown Single $40K - $60K Blue 52 2 4 3 1852.0 0 1852.0 0.902 2851 49 0.750 0.000 9.9711e-01 0.00289056
780371433 Existing Customer 35 F 2 Graduate Married Unknown Blue 25 2 3 3 3339.0 2014 1325.0 0.688 4725 83 0.694 0.603 3.0251e-04 0.99970000
822170733 Attrited Customer 45 F 4 College Single Less than $40K Blue 41 6 3 2 3785.0 2517 1268.0 0.574 2401 54 0.742 0.665 9.9458e-01 0.00542000
708224133 Existing Customer 61 M 0 Uneducated Single $40K - $60K Blue 49 1 2 3 2228.0 1480 748.0 0.533 4431 71 0.651 0.664 1.6891e-04 0.99983000
719299533 Attrited Customer 55 F 1 Unknown Unknown Less than $40K Blue 36 2 3 2 3626.0 795 2831.0 0.896 2954 42 0.556 0.219 9.9464e-01 0.00536000
780633483 Existing Customer 58 F 0 Graduate Married $40K - $60K Blue 47 2 2 1 2194.0 1302 892.0 0.814 4962 81 0.841 0.593 5.8902e-05 0.99994000
771356508 Existing Customer 41 F 5 Graduate Married Less than $40K Blue 28 2 3 1 2665.0 1936 729.0 0.757 4500 71 0.972 0.726 1.1199e-04 0.99989000
823629333 Existing Customer 42 M 4 Uneducated Married $40K - $60K Blue 38 1 4 1 2444.0 0 2444.0 0.788 4220 50 1.174 0.000 1.4137e-04 0.99986000
712961658 Existing Customer 45 F 4 Uneducated Married Less than $40K Blue 32 1 1 1 3335.0 2238 1097.0 0.644 5321 78 0.950 0.671 3.5816e-05 0.99996000
710464683 Existing Customer 45 F 3 Post-Graduate Married Less than $40K Blue 32 2 3 2 2726.0 2127 599.0 0.814 5578 89 0.854 0.780 2.1962e-04 0.99978000
716688183 Attrited Customer 51 F 1 High School Married Less than $40K Blue 43 4 3 3 1665.0 1521 144.0 0.874 2878 45 0.452 0.914 9.9639e-01 0.00360858
789082758 Existing Customer 40 F 2 High School Married Less than $40K Blue 28 1 3 3 2734.0 1661 1073.0 0.726 4981 90 0.698 0.608 2.9408e-04 0.99971000
709140858 Existing Customer 57 F 2 College Single Less than $40K Blue 47 1 3 1 1727.0 996 731.0 0.767 5112 82 0.673 0.577 1.0546e-04 0.99989000
822127008 Existing Customer 50 F 1 Post-Graduate Married Unknown Blue 46 2 2 1 19349.0 615 18734.0 0.708 4351 79 0.717 0.032 7.5811e-05 0.99992000
720496158 Existing Customer 53 M 0 Unknown Single $60K - $80K Blue 42 1 2 0 13409.0 1168 12241.0 0.625 4031 82 0.745 0.087 3.9603e-05 0.99996000
774588633 Existing Customer 45 F 3 Graduate Single Less than $40K Blue 39 2 2 3 1438.3 0 1438.3 0.810 4928 84 0.909 0.000 1.9864e-04 0.99980000
788465583 Existing Customer 42 F 3 College Single $40K - $60K Blue 35 2 3 3 6330.0 1573 4757.0 0.899 3029 52 0.733 0.248 3.0519e-04 0.99969000
741517458 Attrited Customer 49 F 4 Graduate Married Less than $40K Blue 42 2 4 3 2575.0 2517 58.0 0.310 1874 40 0.739 0.977 9.9740e-01 0.00260048
709935708 Existing Customer 55 F 1 Unknown Married $40K - $60K Blue 43 2 1 2 3391.0 1696 1695.0 0.537 4291 77 0.711 0.500 5.6825e-05 0.99994000
721112508 Existing Customer 48 F 3 Graduate Married Less than $40K Blue 40 2 3 1 5298.0 0 5298.0 0.686 4834 80 0.667 0.000 1.1256e-04 0.99989000
720734583 Existing Customer 44 F 2 Post-Graduate Married Less than $40K Blue 32 1 3 3 2540.0 1561 979.0 0.894 5039 82 0.745 0.615 3.5594e-04 0.99964000
772286658 Attrited Customer 63 M 1 Graduate Single $60K - $80K Blue 52 6 4 3 14324.0 2507 11817.0 0.433 2083 56 0.647 0.175 9.9710e-01 0.00290471
807149058 Existing Customer 48 F 5 Unknown Married Less than $40K Blue 43 1 1 3 2876.0 1628 1248.0 0.631 4752 80 0.739 0.566 1.0512e-04 0.99989000
771045708 Attrited Customer 41 F 5 Graduate Married Less than $40K Blue 28 2 3 3 1504.0 970 534.0 0.864 2801 51 1.217 0.645 9.9681e-01 0.00319072
711733308 Existing Customer 45 F 2 Uneducated Single Less than $40K Blue 36 2 2 2 1839.0 0 1839.0 0.782 4930 91 0.784 0.000 1.1703e-04 0.99988000
710518308 Existing Customer 54 F 2 Doctorate Married Less than $40K Blue 35 1 4 2 1685.0 0 1685.0 0.457 4155 85 0.667 0.000 3.1455e-04 0.99969000
716586408 Existing Customer 48 F 3 Graduate Unknown Less than $40K Blue 36 1 1 3 4850.0 1022 3828.0 0.603 4187 86 0.686 0.211 9.6126e-05 0.99990000
713152383 Existing Customer 40 F 3 Uneducated Married Less than $40K Blue 27 1 1 1 2840.0 2517 323.0 0.591 4405 82 0.864 0.886 3.5437e-05 0.99996000
771935283 Existing Customer 47 F 4 Graduate Single $40K - $60K Blue 36 1 2 1 2977.0 1927 1050.0 0.731 5217 88 0.725 0.647 7.1987e-05 0.99993000
720460083 Attrited Customer 45 F 4 Unknown Single Unknown Gold 27 1 2 3 34516.0 0 34516.0 0.331 2198 42 0.355 0.000 9.9608e-01 0.00391691
825838908 Existing Customer 39 F 1 Uneducated Single Less than $40K Blue 35 1 5 1 1961.0 0 1961.0 0.631 4846 92 0.840 0.000 1.1693e-04 0.99988000
709082808 Existing Customer 53 F 2 High School Married Less than $40K Blue 36 2 3 2 2156.0 1198 958.0 0.507 5092 95 0.759 0.556 1.7486e-04 0.99983000
710937783 Existing Customer 53 F 0 Uneducated Married $40K - $60K Blue 40 1 3 3 2772.0 2414 358.0 0.805 5313 68 1.194 0.871 2.6692e-04 0.99973000
789540108 Existing Customer 29 F 1 Uneducated Married Less than $40K Blue 21 2 1 3 2832.0 1819 1013.0 0.674 4761 75 0.744 0.642 8.9404e-05 0.99991000
709824633 Existing Customer 44 F 4 High School Single Less than $40K Blue 35 2 5 3 1552.0 1375 177.0 0.995 5064 80 0.905 0.886 3.4447e-04 0.99966000
717874533 Attrited Customer 46 M 2 High School Single $40K - $60K Blue 36 5 2 2 6362.0 0 6362.0 0.596 1968 51 0.759 0.000 9.9104e-01 0.00896000
712571883 Existing Customer 40 M 3 Graduate Divorced Less than $40K Silver 36 1 3 2 11409.0 1658 9751.0 0.989 4677 58 0.706 0.145 1.6865e-04 0.99983000
716926758 Existing Customer 40 F 2 Uneducated Single Less than $40K Blue 27 2 6 2 1965.0 0 1965.0 0.608 4268 91 0.857 0.000 1.4600e-04 0.99985000
716181858 Existing Customer 42 F 2 Uneducated Married $40K - $60K Blue 29 1 2 2 1622.0 0 1622.0 0.709 4633 67 0.634 0.000 1.1703e-04 0.99988000
779613933 Existing Customer 38 F 4 Uneducated Married Less than $40K Blue 27 1 3 1 1736.0 1319 417.0 0.667 5045 86 0.755 0.760 1.1697e-04 0.99988000
712136058 Attrited Customer 54 F 2 College Single Unknown Blue 36 1 3 3 8827.0 0 8827.0 0.782 2643 50 0.515 0.000 9.9661e-01 0.00338757
709678608 Existing Customer 49 M 4 High School Married $80K - $120K Blue 36 2 3 3 24256.0 1076 23180.0 0.568 4269 69 0.643 0.044 3.0842e-04 0.99969000
714276408 Attrited Customer 52 F 3 Uneducated Single $40K - $60K Blue 36 2 3 3 1915.0 1445 470.0 0.374 2264 39 0.560 0.755 9.9691e-01 0.00308778
719953383 Existing Customer 38 F 4 College Single Less than $40K Blue 27 2 3 3 1438.3 0 1438.3 0.721 4564 79 0.717 0.000 3.0845e-04 0.99969000
718795083 Existing Customer 44 F 2 Graduate Married Unknown Blue 26 2 1 3 2006.0 1030 976.0 0.881 5337 85 0.735 0.513 9.2637e-05 0.99991000
720503508 Existing Customer 44 F 1 Uneducated Divorced Less than $40K Blue 37 1 2 3 5594.0 1235 4359.0 0.549 5220 75 0.829 0.221 1.8475e-04 0.99982000
770762133 Existing Customer 52 F 3 High School Married Unknown Blue 38 2 1 2 3505.0 2517 988.0 0.612 5034 79 0.681 0.718 5.5559e-05 0.99994000
713555133 Attrited Customer 56 F 3 High School Unknown Less than $40K Blue 44 4 3 2 1667.0 595 1072.0 0.630 2424 40 0.481 0.357 9.9452e-01 0.00548000
711232608 Attrited Customer 47 F 5 High School Single Less than $40K Blue 36 2 3 2 1636.0 0 1636.0 0.694 2235 35 0.591 0.000 9.9449e-01 0.00551000
780322908 Existing Customer 52 F 3 Unknown Married Less than $40K Blue 38 1 2 3 3281.0 911 2370.0 0.665 4431 67 1.094 0.278 2.1834e-04 0.99978000
708207783 Existing Customer 50 F 3 High School Single Less than $40K Blue 42 1 3 2 1477.0 0 1477.0 0.685 4680 80 0.778 0.000 1.8145e-04 0.99982000
719590458 Attrited Customer 44 F 4 Graduate Married Less than $40K Blue 36 6 3 3 1905.0 0 1905.0 0.845 3120 46 0.586 0.000 9.9686e-01 0.00314112
778679883 Existing Customer 39 M 2 Graduate Single $60K - $80K Blue 19 1 2 1 6146.0 0 6146.0 0.577 3645 76 0.551 0.000 6.8640e-05 0.99993000
780230208 Existing Customer 53 M 2 College Married $40K - $60K Blue 40 2 3 0 2672.0 1604 1068.0 0.620 4766 75 1.083 0.600 6.4511e-05 0.99994000
827703258 Existing Customer 42 M 4 High School Married $60K - $80K Blue 38 2 2 2 13426.0 0 13426.0 0.717 4674 66 0.886 0.000 1.1604e-04 0.99988000
807379833 Attrited Customer 48 M 3 Graduate Divorced $40K - $60K Blue 43 2 3 3 9104.0 145 8959.0 0.765 2563 34 0.417 0.016 9.9683e-01 0.00317458
711178383 Existing Customer 47 M 2 Post-Graduate Married $80K - $120K Blue 35 1 3 1 30300.0 1166 29134.0 0.715 4146 64 0.882 0.038 1.2764e-04 0.99987000
712203333 Existing Customer 51 M 3 Graduate Married $80K - $120K Blue 39 1 2 1 7088.0 1750 5338.0 0.618 4691 76 0.727 0.247 7.1226e-05 0.99993000
709261383 Existing Customer 56 F 3 Graduate Married $40K - $60K Blue 36 2 3 2 1872.0 661 1211.0 0.756 4970 81 0.929 0.353 1.8665e-04 0.99981000
715829358 Existing Customer 33 F 4 College Married $40K - $60K Blue 26 1 2 3 2874.0 2517 357.0 0.730 4794 88 0.600 0.876 1.9519e-04 0.99980000
713213133 Existing Customer 36 M 2 Graduate Single $40K - $60K Blue 36 2 2 1 6763.0 1660 5103.0 0.573 4972 76 0.900 0.245 6.8640e-05 0.99993000
778860783 Attrited Customer 57 M 2 Unknown Divorced $120K + Blue 38 1 2 4 24379.0 1116 23263.0 0.620 2836 41 0.281 0.046 9.9722e-01 0.00277723
779442783 Existing Customer 39 F 1 Graduate Single Less than $40K Blue 21 1 2 1 2867.0 1365 1502.0 0.502 4445 89 0.745 0.476 6.4428e-05 0.99994000
780008358 Attrited Customer 59 M 0 Uneducated Unknown $60K - $80K Blue 48 2 6 2 13172.0 0 13172.0 0.876 2598 47 0.621 0.000 9.9208e-01 0.00792000
721274208 Attrited Customer 41 F 2 High School Single Less than $40K Blue 36 4 3 3 2201.0 2104 97.0 0.648 2408 38 0.583 0.956 9.9661e-01 0.00338788
714076683 Attrited Customer 29 F 0 College Married Less than $40K Blue 19 2 1 2 3261.0 2517 744.0 0.636 2461 54 0.742 0.772 9.7870e-01 0.02130000
788791383 Existing Customer 39 F 3 High School Married $40K - $60K Blue 21 1 2 1 5027.0 0 5027.0 0.853 4850 70 0.750 0.000 6.9242e-05 0.99993000
709459608 Existing Customer 47 F 2 Unknown Unknown $40K - $60K Blue 36 1 3 3 1811.0 0 1811.0 0.610 5390 87 0.776 0.000 3.3251e-04 0.99967000
711560058 Existing Customer 49 M 1 High School Married $60K - $80K Blue 36 2 3 2 2465.0 1334 1131.0 0.950 4806 83 0.766 0.541 1.6413e-04 0.99984000
717657333 Existing Customer 43 F 3 Graduate Single Less than $40K Blue 36 1 3 3 7584.0 1834 5750.0 0.818 4783 65 0.667 0.242 3.1390e-04 0.99969000
812218908 Attrited Customer 46 F 2 Unknown Married Less than $40K Blue 36 2 3 2 4065.0 2517 1548.0 0.957 2899 51 0.821 0.619 9.9497e-01 0.00503000
787482033 Attrited Customer 60 M 1 High School Divorced $80K - $120K Blue 48 1 5 3 28930.0 0 28930.0 0.645 2251 27 0.227 0.000 9.9677e-01 0.00323200
779141658 Existing Customer 48 M 4 Graduate Married $80K - $120K Blue 33 1 3 2 4963.0 2115 2848.0 0.767 4989 78 0.696 0.426 1.8864e-04 0.99981000
813810333 Attrited Customer 50 M 3 Post-Graduate Married $60K - $80K Blue 45 6 4 3 2049.0 0 2049.0 0.974 2703 54 1.000 0.000 9.9777e-01 0.00223444
789613083 Existing Customer 47 M 3 Uneducated Divorced $60K - $80K Blue 41 2 3 3 1943.0 0 1943.0 0.494 5108 81 0.884 0.000 3.2275e-04 0.99968000
794540883 Existing Customer 56 F 1 Post-Graduate Married $40K - $60K Blue 38 1 2 1 3485.0 1465 2020.0 0.653 4776 87 1.023 0.420 7.5811e-05 0.99992000
811889808 Existing Customer 43 M 3 Graduate Married $80K - $120K Blue 38 3 5 1 23459.0 2305 21154.0 0.636 7279 83 0.627 0.098 1.2572e-04 0.99987000
720509433 Existing Customer 51 F 2 College Single Less than $40K Blue 31 2 1 3 2306.0 1627 679.0 0.507 3776 70 0.944 0.706 9.0064e-05 0.99991000
715091208 Existing Customer 42 M 3 High School Married $80K - $120K Blue 36 2 3 3 18177.0 841 17336.0 0.888 8512 94 0.679 0.046 3.0516e-04 0.99969000
719269308 Existing Customer 49 F 2 Graduate Unknown Less than $40K Blue 36 3 1 3 3252.0 2517 735.0 0.878 7418 90 0.579 0.774 9.2637e-05 0.99991000
718200333 Existing Customer 47 F 3 Uneducated Single Less than $40K Blue 41 3 3 0 2894.0 2117 777.0 0.790 7471 87 0.673 0.732 7.0795e-05 0.99993000
713487633 Existing Customer 44 M 3 Post-Graduate Married $80K - $120K Blue 32 3 4 2 34516.0 1807 32709.0 0.665 7663 91 0.655 0.052 2.6541e-04 0.99973000
789363408 Existing Customer 44 M 3 High School Married $120K + Silver 34 3 1 2 34516.0 2517 31999.0 0.814 7427 83 0.566 0.073 5.0201e-05 0.99995000
713916708 Existing Customer 53 M 3 Graduate Single $120K + Gold 43 3 1 3 34516.0 2435 32081.0 0.770 7758 98 0.719 0.071 1.1075e-04 0.99989000
823833483 Existing Customer 41 M 3 Graduate Single $40K - $60K Blue 37 3 3 2 7839.0 1544 6295.0 0.715 7904 83 0.804 0.197 1.8665e-04 0.99981000
717756258 Existing Customer 49 M 2 Unknown Married $120K + Blue 38 3 6 3 16494.0 1158 15336.0 0.692 7761 84 0.647 0.070 2.6249e-04 0.99974000
712879158 Existing Customer 49 M 1 High School Married $60K - $80K Gold 36 2 2 3 6224.0 2201 4023.0 0.832 7693 70 0.628 0.354 2.0125e-04 0.99980000
709474683 Existing Customer 42 F 3 College Married Less than $40K Blue 13 3 2 3 6078.0 1478 4600.0 0.849 8442 95 0.508 0.243 1.9313e-04 0.99981000
772313358 Existing Customer 50 M 3 High School Single $80K - $120K Blue 39 3 3 2 21322.0 2216 19106.0 0.921 8693 91 0.569 0.104 1.8145e-04 0.99982000
711856683 Existing Customer 51 M 3 Post-Graduate Married $40K - $60K Blue 36 2 3 3 1590.0 1273 317.0 0.640 7352 80 0.818 0.801 3.6935e-04 0.99963000
718530258 Existing Customer 52 F 3 Uneducated Divorced Less than $40K Blue 36 3 1 2 1986.0 1411 575.0 0.799 7249 86 0.509 0.710 5.8763e-05 0.99994000
716288208 Existing Customer 48 M 3 Graduate Single $60K - $80K Blue 36 2 1 1 15618.0 0 15618.0 0.706 7549 77 0.638 0.000 3.4465e-05 0.99997000
718712583 Existing Customer 44 M 2 Uneducated Married $80K - $120K Blue 33 3 1 1 34496.0 1665 32831.0 0.883 8092 80 0.667 0.048 3.4150e-05 0.99997000
806432433 Existing Customer 40 F 2 High School Single $40K - $60K Blue 35 2 1 2 2544.0 1713 831.0 0.696 8006 88 0.571 0.673 5.3542e-05 0.99995000
720074583 Existing Customer 42 M 1 Graduate Unknown $80K - $120K Blue 36 2 1 2 4765.0 1516 3249.0 0.709 7380 76 0.689 0.318 5.1697e-05 0.99995000
768848658 Existing Customer 43 F 3 Unknown Single Unknown Blue 37 2 3 1 16583.0 1797 14786.0 0.889 7823 87 0.673 0.108 1.2373e-04 0.99988000
709895508 Existing Customer 42 M 3 Graduate Married Less than $40K Blue 36 2 2 1 6153.0 974 5179.0 0.703 7434 92 0.586 0.158 7.1226e-05 0.99993000
711542358 Existing Customer 42 F 4 High School Married Less than $40K Gold 36 2 3 2 15987.0 1187 14800.0 0.597 7471 88 0.467 0.074 2.1128e-04 0.99979000
718773333 Existing Customer 51 F 4 Unknown Single Less than $40K Blue 40 3 2 2 5139.0 1799 3340.0 0.940 7548 89 0.618 0.350 1.3121e-04 0.99987000
816832383 Existing Customer 61 F 1 High School Single Less than $40K Blue 56 3 2 2 3421.0 2266 1155.0 0.659 6932 75 0.744 0.662 1.0386e-04 0.99990000
714042108 Existing Customer 59 M 0 Uneducated Single $40K - $60K Blue 36 3 2 2 11000.0 1013 9987.0 0.697 7302 86 0.654 0.092 1.0043e-04 0.99990000
714664683 Existing Customer 46 F 4 Uneducated Married Less than $40K Blue 37 3 3 3 2490.0 0 2490.0 0.835 8178 91 0.596 0.000 3.2620e-04 0.99967000
713894358 Existing Customer 51 M 2 Post-Graduate Unknown $80K - $120K Gold 46 2 3 2 34516.0 814 33702.0 0.735 7889 98 0.508 0.024 2.4383e-04 0.99976000
715436883 Existing Customer 48 F 3 Post-Graduate Married Less than $40K Blue 36 2 2 1 2490.0 1582 908.0 0.760 7719 86 0.623 0.635 8.3810e-05 0.99992000
715260558 Existing Customer 44 F 4 High School Single $40K - $60K Blue 36 3 2 2 2055.0 0 2055.0 0.975 7674 80 0.633 0.000 1.1604e-04 0.99988000
713664258 Existing Customer 56 M 2 Unknown Single $40K - $60K Blue 48 2 2 1 14344.0 2014 12330.0 0.726 7359 85 0.574 0.140 7.5449e-05 0.99992000
713364783 Existing Customer 42 F 1 Post-Graduate Single Less than $40K Blue 28 3 3 0 3453.0 1010 2443.0 0.801 8108 85 0.700 0.292 7.3286e-05 0.99993000
718078008 Existing Customer 40 M 2 College Divorced $60K - $80K Blue 36 3 2 1 20304.0 0 20304.0 0.809 7494 85 0.667 0.000 6.6734e-05 0.99993000
798546408 Existing Customer 61 F 1 College Single Less than $40K Blue 55 2 3 2 8283.0 1444 6839.0 0.698 7553 104 0.529 0.174 1.6415e-04 0.99984000
779018508 Existing Customer 45 M 4 Uneducated Single $80K - $120K Blue 35 2 2 2 11318.0 2082 9236.0 0.733 7179 93 0.632 0.184 1.2274e-04 0.99988000
802668333 Attrited Customer 49 M 2 Graduate Single $80K - $120K Blue 43 2 3 3 2384.0 1919 465.0 0.500 3512 50 0.471 0.805 9.9671e-01 0.00329379
718320933 Existing Customer 47 M 3 Uneducated Married $60K - $80K Blue 36 2 3 1 11919.0 2347 9572.0 0.842 8257 96 0.574 0.197 1.1574e-04 0.99988000
789016983 Existing Customer 45 F 3 High School Married Less than $40K Blue 32 2 5 1 2948.0 968 1980.0 0.946 7834 86 0.509 0.328 1.2222e-04 0.99988000
713907633 Existing Customer 43 M 3 College Unknown $60K - $80K Blue 36 2 1 2 5397.0 1265 4132.0 0.676 7791 84 0.615 0.234 5.5564e-05 0.99994000
708474333 Existing Customer 42 M 3 Graduate Married $60K - $80K Blue 29 3 3 1 12294.0 2517 9777.0 0.775 7906 87 0.611 0.205 1.1256e-04 0.99989000
778894233 Existing Customer 42 M 5 High School Unknown $80K - $120K Blue 23 3 2 3 7253.0 0 7253.0 0.644 7595 83 0.804 0.000 1.9213e-04 0.99981000
717244683 Existing Customer 43 F 3 College Married Unknown Blue 36 3 3 3 21922.0 1467 20455.0 0.696 7409 89 0.679 0.067 3.0519e-04 0.99969000
711410958 Existing Customer 40 M 3 High School Married $60K - $80K Blue 28 2 2 3 13452.0 2517 10935.0 0.781 7582 69 0.917 0.187 1.9311e-04 0.99981000
799711833 Existing Customer 50 F 3 College Married Unknown Blue 44 2 1 3 24735.0 2296 22439.0 0.808 7910 95 0.557 0.093 9.3457e-05 0.99991000
714047733 Existing Customer 53 F 3 Graduate Single $40K - $60K Blue 45 2 2 1 4942.0 2119 2823.0 0.718 7460 85 0.604 0.429 7.1226e-05 0.99993000
710061783 Attrited Customer 49 M 1 Graduate Married $40K - $60K Blue 40 6 1 4 14973.0 0 14973.0 0.895 4517 59 0.439 0.000 9.9330e-01 0.00670000
711082908 Existing Customer 44 M 4 Uneducated Single $80K - $120K Blue 31 3 2 3 19719.0 1303 18416.0 0.910 8385 97 0.565 0.066 2.0643e-04 0.99979000
721190358 Existing Customer 49 M 4 Unknown Unknown $80K - $120K Blue 29 2 2 2 29690.0 2517 27173.0 0.769 7640 86 0.564 0.085 1.3121e-04 0.99987000
712760208 Existing Customer 42 F 4 Graduate Married Unknown Blue 31 3 2 1 6751.0 1192 5559.0 0.776 7921 93 0.550 0.177 7.1987e-05 0.99993000
751563933 Existing Customer 43 F 3 High School Married Less than $40K Blue 36 3 3 2 9484.0 2451 7033.0 0.637 7242 95 0.508 0.258 1.8145e-04 0.99982000
815498733 Existing Customer 51 F 3 Unknown Single Less than $40K Blue 46 3 2 2 4333.0 1848 2485.0 0.634 7643 85 0.771 0.426 1.2982e-04 0.99987000
718433508 Existing Customer 40 F 3 Uneducated Unknown Less than $40K Blue 30 2 5 2 2481.0 2119 362.0 0.801 8097 88 0.630 0.854 2.1435e-04 0.99979000
720935658 Existing Customer 57 F 4 Post-Graduate Single Less than $40K Blue 45 2 2 3 3059.0 1744 1315.0 0.614 7709 89 0.561 0.570 2.3623e-04 0.99976000
714754533 Existing Customer 51 M 0 Doctorate Single $120K + Platinum 44 3 2 3 34516.0 1925 32591.0 0.764 8012 87 0.582 0.056 4.1292e-04 0.99959000
714713508 Existing Customer 49 M 2 Doctorate Divorced $80K - $120K Blue 36 3 3 1 25178.0 1803 23375.0 0.767 7836 87 0.582 0.072 1.5697e-04 0.99984000
715038033 Existing Customer 61 M 1 Graduate Single Less than $40K Blue 54 3 3 1 7169.0 629 6540.0 0.807 8216 80 0.509 0.088 1.0182e-04 0.99990000
809169858 Existing Customer 62 M 2 Graduate Single $60K - $80K Blue 56 2 3 2 18224.0 1383 16841.0 0.705 7728 93 0.576 0.076 1.7987e-04 0.99982000
718379358 Existing Customer 39 M 1 Unknown Single $80K - $120K Silver 28 3 1 3 34516.0 2017 32499.0 0.930 8453 90 0.731 0.058 8.6360e-05 0.99991000
779456508 Existing Customer 52 M 2 Graduate Divorced $60K - $80K Blue 34 2 1 1 4813.0 0 4813.0 0.693 7477 91 0.655 0.000 3.3214e-05 0.99997000
708907833 Existing Customer 38 F 1 High School Single Unknown Blue 27 2 2 2 24965.0 2517 22448.0 0.851 7866 84 0.909 0.101 1.0386e-04 0.99990000
708693558 Existing Customer 50 F 3 High School Single Less than $40K Silver 38 3 2 2 12569.0 2167 10402.0 0.634 7344 95 0.696 0.172 1.0374e-04 0.99990000
718665933 Existing Customer 43 M 3 Unknown Divorced $120K + Blue 30 3 1 2 34516.0 2517 31999.0 0.770 7437 86 0.623 0.073 6.2820e-05 0.99994000
816073983 Existing Customer 53 F 2 College Single Less than $40K Blue 48 2 2 2 8259.0 1182 7077.0 0.822 7957 88 0.544 0.143 1.1066e-04 0.99989000
715851333 Existing Customer 42 M 4 High School Married $60K - $80K Blue 27 2 3 2 13804.0 1903 11901.0 0.723 7376 97 0.540 0.138 1.8339e-04 0.99982000
712884408 Existing Customer 43 F 1 High School Single Unknown Blue 30 3 2 0 5700.0 1904 3796.0 0.649 7939 95 0.610 0.334 3.8311e-05 0.99996000
715404783 Existing Customer 43 F 4 Graduate Married Less than $40K Blue 35 3 3 0 6448.0 1464 4984.0 0.615 7546 88 0.630 0.227 6.9589e-05 0.99993000
773356008 Existing Customer 57 M 2 Post-Graduate Divorced $60K - $80K Blue 51 2 3 3 5479.0 1200 4279.0 0.798 7960 86 0.458 0.219 3.5594e-04 0.99964000
789525408 Existing Customer 50 F 0 Uneducated Married Less than $40K Blue 42 3 4 2 3749.0 1594 2155.0 0.738 7990 89 0.534 0.425 1.9180e-04 0.99981000
721212258 Existing Customer 48 M 4 High School Single $120K + Blue 40 2 3 3 30210.0 1946 28264.0 0.904 7403 88 0.544 0.064 3.0842e-04 0.99969000
719625933 Existing Customer 41 M 3 Graduate Married $120K + Blue 36 2 2 1 5807.0 1143 4664.0 0.785 8000 96 0.412 0.197 7.1226e-05 0.99993000
714304458 Existing Customer 44 M 3 High School Married $60K - $80K Blue 36 2 2 1 3605.0 0 3605.0 0.594 6800 78 0.814 0.000 6.9242e-05 0.99993000
819975183 Existing Customer 44 F 4 College Single $40K - $60K Silver 39 2 1 3 17077.0 2179 14898.0 0.738 7391 75 0.705 0.128 8.5347e-05 0.99991000
785515533 Existing Customer 43 F 2 College Married Less than $40K Blue 37 3 3 1 5380.0 1337 4043.0 0.845 8947 93 0.576 0.249 1.0546e-04 0.99989000
720712533 Existing Customer 51 M 3 Graduate Married $80K - $120K Gold 36 2 1 3 34516.0 761 33755.0 0.716 7499 88 0.571 0.022 1.1075e-04 0.99989000
709861008 Existing Customer 47 M 4 Post-Graduate Married $80K - $120K Blue 30 3 3 1 27720.0 2414 25306.0 0.752 8520 89 0.589 0.087 1.3386e-04 0.99987000
713911233 Existing Customer 47 F 3 Doctorate Single $40K - $60K Silver 39 3 2 1 18341.0 1060 17281.0 0.718 7584 85 0.700 0.058 9.3132e-05 0.99991000
712580958 Existing Customer 38 M 1 High School Single $120K + Blue 30 2 1 1 27712.0 2130 25582.0 0.654 7399 91 0.717 0.077 3.0307e-05 0.99997000
719473458 Existing Customer 46 M 3 High School Single $40K - $60K Blue 42 3 2 1 8285.0 1359 6926.0 0.634 7205 84 0.826 0.164 6.9242e-05 0.99993000
711764733 Existing Customer 41 F 4 Uneducated Unknown $40K - $60K Silver 36 3 2 3 19704.0 0 19704.0 0.682 7766 81 0.620 0.000 1.8652e-04 0.99981000
794124708 Existing Customer 47 M 2 Graduate Unknown $80K - $120K Blue 41 2 2 2 21325.0 2197 19128.0 0.647 7053 69 0.865 0.103 1.1382e-04 0.99989000
780707733 Existing Customer 41 M 1 Graduate Married $80K - $120K Blue 30 3 3 2 34516.0 2109 32407.0 0.703 6832 87 0.706 0.061 1.6883e-04 0.99983000
780620883 Existing Customer 49 F 2 Uneducated Single $40K - $60K Blue 37 2 1 3 7045.0 1293 5752.0 0.628 7381 98 0.607 0.184 9.5249e-05 0.99990000
720849708 Existing Customer 44 M 4 Graduate Single $80K - $120K Blue 37 3 3 1 14388.0 2517 11871.0 0.709 7042 85 0.635 0.175 1.1377e-04 0.99989000
789312033 Attrited Customer 48 F 4 Post-Graduate Single Less than $40K Blue 38 3 3 3 3874.0 460 3414.0 1.023 4921 51 0.645 0.119 9.9733e-01 0.00267072
778742358 Existing Customer 44 M 4 Graduate Married $60K - $80K Blue 24 2 2 2 4752.0 0 4752.0 0.679 7517 76 0.617 0.000 1.1937e-04 0.99988000
719658858 Existing Customer 50 F 4 Doctorate Married Unknown Silver 36 3 2 1 34516.0 2096 32420.0 0.666 7042 73 0.553 0.061 9.4127e-05 0.99991000
713425383 Attrited Customer 59 F 1 High School Single Less than $40K Blue 46 2 3 2 7484.0 1939 5545.0 0.994 4923 56 0.333 0.259 9.9395e-01 0.00605000
770842833 Attrited Customer 49 F 3 High School Married Unknown Silver 36 2 3 3 34516.0 1273 33243.0 0.977 4777 51 0.457 0.037 9.9639e-01 0.00361254
712029783 Existing Customer 42 M 4 Uneducated Single $80K - $120K Silver 36 2 2 1 34516.0 2253 32263.0 0.853 7836 93 0.603 0.065 6.6879e-05 0.99993000
718893333 Existing Customer 52 M 3 Graduate Married $60K - $80K Blue 36 3 3 2 18336.0 2077 16259.0 0.718 7509 84 0.647 0.113 1.8665e-04 0.99981000
711203658 Existing Customer 46 M 3 Graduate Unknown $40K - $60K Blue 34 3 6 1 2259.0 1346 913.0 0.813 7745 88 0.517 0.596 8.8856e-05 0.99991000
718567758 Existing Customer 41 M 1 College Married $40K - $60K Blue 32 3 4 2 10682.0 1334 9348.0 0.702 7332 92 0.614 0.125 1.9837e-04 0.99980000
771719283 Existing Customer 39 F 4 Doctorate Married Less than $40K Blue 27 2 1 1 8587.0 1324 7263.0 0.897 8854 92 0.643 0.154 5.0408e-05 0.99995000
717926358 Existing Customer 46 F 2 Graduate Single Less than $40K Blue 30 3 1 0 5494.0 2142 3352.0 1.014 8328 78 0.733 0.390 2.0316e-05 0.99998000
779751258 Existing Customer 45 F 2 Graduate Married Less than $40K Blue 31 2 1 2 1946.0 1183 763.0 0.806 8423 82 0.708 0.608 5.5077e-05 0.99994000
774491958 Existing Customer 53 M 3 High School Single $60K - $80K Blue 47 2 1 3 6228.0 1738 4490.0 0.829 8284 77 0.604 0.279 9.3448e-05 0.99991000
713428833 Existing Customer 42 M 3 Unknown Married $80K - $120K Blue 32 2 1 3 7537.0 1239 6298.0 0.854 7613 90 0.579 0.164 1.0566e-04 0.99989000
714166833 Existing Customer 44 F 3 Graduate Single Less than $40K Silver 34 3 3 2 13609.0 1432 12177.0 0.836 7796 77 0.791 0.105 1.6865e-04 0.99983000
809464608 Attrited Customer 47 F 3 High School Married Unknown Silver 31 3 3 2 34516.0 2517 31999.0 0.618 2691 42 0.500 0.073 9.9394e-01 0.00606000
789681708 Existing Customer 46 M 3 Uneducated Married $60K - $80K Gold 33 3 1 3 34516.0 713 33803.0 0.772 7750 82 0.608 0.021 1.1387e-04 0.99989000
713102733 Existing Customer 38 F 3 Graduate Single Less than $40K Gold 31 2 3 2 15987.0 1766 14221.0 0.791 8195 94 0.679 0.110 2.1503e-04 0.99978000
715195383 Existing Customer 46 F 3 Graduate Divorced Less than $40K Blue 36 3 2 2 2391.0 1625 766.0 0.662 7649 101 0.603 0.680 1.1811e-04 0.99988000
812408058 Existing Customer 39 M 2 Unknown Unknown $120K + Blue 34 2 2 2 34516.0 1082 33434.0 0.629 7845 92 0.533 0.031 1.2511e-04 0.99987000
787226508 Existing Customer 47 M 2 College Single $60K - $80K Blue 41 2 3 3 20811.0 1302 19509.0 0.793 7192 82 0.708 0.063 2.9411e-04 0.99971000
713537733 Existing Customer 46 M 4 Doctorate Unknown $60K - $80K Gold 36 2 2 3 34516.0 1426 33090.0 0.823 7582 95 0.696 0.041 3.3469e-04 0.99967000
715170183 Existing Customer 45 M 2 Graduate Married $40K - $60K Blue 36 2 1 3 3735.0 2113 1622.0 0.684 7059 82 0.577 0.566 9.2637e-05 0.99991000
717109983 Existing Customer 50 F 2 High School Married $40K - $60K Blue 39 3 2 2 2275.0 2138 137.0 0.742 7768 83 0.729 0.940 1.1065e-04 0.99989000
713208033 Existing Customer 43 F 3 High School Married Less than $40K Blue 36 2 3 0 7350.0 1360 5990.0 0.744 7679 64 0.684 0.185 6.6935e-05 0.99993000
712788258 Existing Customer 48 M 3 College Married $40K - $60K Blue 34 2 2 1 1913.0 1405 508.0 0.699 7265 80 0.905 0.734 6.9248e-05 0.99993000
758382183 Existing Customer 50 F 3 Graduate Unknown Less than $40K Blue 43 2 3 3 4249.0 789 3460.0 0.925 8186 93 0.722 0.186 3.1390e-04 0.99969000
715469583 Existing Customer 40 F 2 Graduate Unknown $40K - $60K Blue 36 3 1 2 2136.0 1250 886.0 0.740 7782 88 0.660 0.585 5.5077e-05 0.99994000
709235058 Existing Customer 46 M 4 College Married $40K - $60K Silver 36 3 2 2 18956.0 1694 17262.0 0.702 8032 88 0.660 0.089 1.0486e-04 0.99990000
714786483 Existing Customer 45 M 4 College Single $60K - $80K Blue 35 2 2 3 13445.0 1186 12259.0 0.560 7377 82 0.608 0.088 1.9519e-04 0.99980000
713299758 Existing Customer 53 M 1 High School Single Less than $40K Blue 36 3 3 3 8979.0 1289 7690.0 0.651 7422 87 0.673 0.144 2.7604e-04 0.99972000
771912408 Existing Customer 49 F 2 Graduate Married Less than $40K Blue 38 3 3 1 6674.0 1402 5272.0 0.695 7468 92 0.614 0.210 1.0848e-04 0.99989000
721445658 Existing Customer 52 F 2 Post-Graduate Single Less than $40K Blue 34 3 3 3 6265.0 1677 4588.0 0.769 8162 89 0.589 0.268 3.5594e-04 0.99964000
719787633 Existing Customer 47 M 0 Graduate Married $80K - $120K Silver 36 3 2 1 34516.0 1913 32603.0 0.840 7535 92 0.673 0.055 5.3222e-05 0.99995000
713697933 Existing Customer 47 M 2 Uneducated Single $80K - $120K Blue 36 3 2 2 34516.0 1264 33252.0 0.774 7827 77 0.540 0.037 1.1703e-04 0.99988000
712208658 Existing Customer 43 M 2 High School Single $60K - $80K Blue 33 1 2 1 13165.0 1255 11910.0 0.810 8126 95 0.667 0.095 6.6728e-05 0.99993000
708219108 Existing Customer 49 M 3 College Divorced $80K - $120K Blue 38 2 3 3 9959.0 1143 8816.0 0.661 7300 77 0.638 0.115 3.0519e-04 0.99969000
709065483 Existing Customer 40 F 3 College Divorced $40K - $60K Blue 28 2 2 3 9243.0 2019 7224.0 0.707 7841 82 0.608 0.218 1.9313e-04 0.99981000
715237683 Existing Customer 53 F 4 Graduate Single Less than $40K Blue 44 1 1 3 4737.0 1649 3088.0 0.748 7802 88 0.492 0.348 9.7154e-05 0.99990000
712925808 Attrited Customer 51 F 1 Unknown Married $40K - $60K Blue 36 2 3 2 2710.0 0 2710.0 0.999 4724 60 0.395 0.000 9.9464e-01 0.00536000
788931558 Existing Customer 46 M 2 High School Single $40K - $60K Blue 32 1 2 2 2000.0 1739 261.0 0.821 7694 85 0.700 0.870 1.1065e-04 0.99989000
717521508 Existing Customer 41 M 3 High School Single $80K - $120K Gold 28 2 2 0 34516.0 2098 32418.0 0.746 6932 87 0.526 0.061 4.8796e-05 0.99995000
713688933 Existing Customer 42 F 0 Unknown Married Less than $40K Blue 28 1 1 1 8798.0 1509 7289.0 0.845 8020 74 0.721 0.172 3.1329e-05 0.99997000
712405908 Existing Customer 50 M 2 High School Unknown $120K + Blue 40 1 2 3 24670.0 1623 23047.0 0.791 7772 76 0.652 0.066 1.8610e-04 0.99981000
789298833 Existing Customer 51 M 2 Uneducated Divorced $80K - $120K Blue 40 1 2 3 23453.0 0 23453.0 0.727 7555 96 0.574 0.000 1.9683e-04 0.99980000
715729683 Existing Customer 44 M 3 High School Single $120K + Silver 36 1 2 2 34516.0 1106 33410.0 0.776 7936 76 0.767 0.032 1.0374e-04 0.99990000
717682233 Existing Customer 49 M 4 Uneducated Married $60K - $80K Blue 36 1 2 2 6139.0 1585 4554.0 0.713 7906 80 0.633 0.258 1.2274e-04 0.99988000
712266633 Existing Customer 51 F 2 Unknown Married $40K - $60K Blue 36 2 2 1 14800.0 1020 13780.0 0.896 8796 94 0.593 0.069 7.5449e-05 0.99992000
719272458 Existing Customer 53 F 5 Graduate Single $40K - $60K Blue 41 2 1 3 9815.0 1699 8116.0 0.620 7962 89 0.561 0.173 9.5638e-05 0.99990000
780769308 Existing Customer 49 F 4 Unknown Single Less than $40K Blue 29 1 3 2 3919.0 2278 1641.0 0.672 7685 85 0.518 0.581 2.0735e-04 0.99979000
721468533 Existing Customer 59 M 1 Graduate Single Unknown Blue 36 1 5 2 12265.0 1412 10853.0 0.643 7470 82 0.783 0.115 1.8857e-04 0.99981000
816615633 Existing Customer 47 F 2 Doctorate Married $40K - $60K Blue 42 2 3 1 3256.0 2035 1221.0 0.655 7075 89 0.648 0.625 1.5697e-04 0.99984000
720167508 Existing Customer 50 M 3 Uneducated Single $80K - $120K Blue 35 1 2 1 19000.0 2389 16611.0 0.810 7664 74 0.721 0.126 7.3235e-05 0.99993000
711152658 Existing Customer 44 M 4 Graduate Single $120K + Silver 36 2 2 1 34516.0 1635 32881.0 0.768 7219 86 0.564 0.047 6.5045e-05 0.99993000
771772083 Existing Customer 48 M 4 Graduate Married $60K - $80K Blue 37 2 1 1 13197.0 0 13197.0 0.681 8424 84 0.787 0.000 3.4833e-05 0.99997000
708419733 Attrited Customer 47 M 3 College Single $60K - $80K Blue 39 5 3 2 22599.0 0 22599.0 1.039 4739 55 0.486 0.000 9.9452e-01 0.00548000
709372608 Existing Customer 43 M 4 Uneducated Married $60K - $80K Blue 31 1 1 2 23457.0 2517 20940.0 0.676 7370 96 0.627 0.107 5.9391e-05 0.99994000
788907033 Existing Customer 40 M 2 High School Unknown $80K - $120K Blue 26 1 3 1 5238.0 2077 3161.0 0.656 7321 73 0.659 0.397 1.0545e-04 0.99989000
711136008 Existing Customer 41 M 4 Graduate Single $80K - $120K Blue 33 1 1 3 31560.0 1298 30262.0 0.681 7641 93 0.632 0.041 9.7154e-05 0.99990000
716691783 Existing Customer 46 F 3 High School Single Less than $40K Blue 36 2 2 3 6218.0 2517 3701.0 0.716 7689 84 0.680 0.405 1.9311e-04 0.99981000
812618883 Existing Customer 47 M 2 High School Divorced Unknown Silver 42 1 2 2 34516.0 2019 32497.0 0.706 7774 95 0.583 0.058 9.9979e-05 0.99990000
715908558 Existing Customer 44 M 0 Graduate Unknown $60K - $80K Silver 36 1 1 1 29572.0 1584 27988.0 0.738 7566 88 0.600 0.054 2.5753e-05 0.99997000
718024908 Existing Customer 52 F 2 Graduate Unknown Less than $40K Blue 40 2 1 3 2743.0 1705 1038.0 0.605 6993 97 0.540 0.622 9.2637e-05 0.99991000
709558608 Existing Customer 39 M 3 Uneducated Single $80K - $120K Blue 31 2 2 3 2844.0 2065 779.0 0.638 7345 73 0.738 0.726 2.0424e-04 0.99980000
824177733 Existing Customer 53 F 2 High School Single Less than $40K Blue 49 1 2 3 9678.0 1710 7968.0 0.745 7682 90 0.579 0.177 1.8610e-04 0.99981000
719784708 Existing Customer 49 M 0 Unknown Married $80K - $120K Blue 36 1 2 1 26882.0 1673 25209.0 0.691 7409 89 0.534 0.062 6.4745e-05 0.99994000
717535083 Existing Customer 52 F 2 Post-Graduate Married Less than $40K Blue 40 2 2 1 5207.0 1121 4086.0 0.578 7153 84 0.647 0.215 8.0767e-05 0.99992000
712453308 Existing Customer 46 M 4 High School Divorced $40K - $60K Silver 36 2 2 3 15034.0 1356 13678.0 0.754 7737 84 0.750 0.090 1.7635e-04 0.99982000
721008933 Existing Customer 44 F 2 Graduate Divorced $40K - $60K Blue 36 1 1 2 3107.0 1995 1112.0 0.668 7535 87 0.673 0.642 5.5077e-05 0.99994000
720859533 Existing Customer 52 F 2 High School Single $40K - $60K Blue 39 2 1 1 12214.0 2379 9835.0 0.769 8426 105 0.544 0.195 3.2288e-05 0.99997000
789556533 Existing Customer 52 M 4 Graduate Married $80K - $120K Blue 45 2 2 3 23070.0 1701 21369.0 0.846 8070 81 0.688 0.074 2.0077e-04 0.99980000
717656433 Existing Customer 50 F 2 Graduate Single Less than $40K Blue 40 1 2 2 2167.0 988 1179.0 0.619 7199 83 0.729 0.456 1.1382e-04 0.99989000
792524358 Existing Customer 55 M 3 High School Single $80K - $120K Gold 49 2 1 3 34516.0 810 33706.0 0.787 7917 95 0.667 0.023 1.0766e-04 0.99989000
758211483 Existing Customer 45 M 5 Unknown Married $60K - $80K Blue 38 1 2 3 6895.0 2314 4581.0 0.840 8778 85 0.604 0.336 2.1724e-04 0.99978000
801380808 Attrited Customer 44 M 2 Doctorate Married $80K - $120K Blue 38 1 2 1 25894.0 2517 23377.0 1.046 4847 49 0.815 0.097 9.9003e-01 0.00997000
716329383 Attrited Customer 46 F 3 Graduate Single Less than $40K Blue 36 4 2 3 3138.0 986 2152.0 1.002 4724 56 0.806 0.314 9.9499e-01 0.00501000
716871633 Existing Customer 49 M 1 Uneducated Single $120K + Blue 38 2 2 3 12055.0 1858 10197.0 0.645 7222 93 0.500 0.154 1.8475e-04 0.99982000
718491708 Existing Customer 53 F 2 College Single Unknown Blue 38 2 3 3 16592.0 1435 15157.0 0.760 7642 89 0.648 0.086 2.9411e-04 0.99971000
787502883 Existing Customer 60 F 1 Doctorate Single Unknown Silver 48 1 2 1 34516.0 1542 32974.0 0.603 7443 98 0.556 0.045 8.4243e-05 0.99992000
715183308 Existing Customer 47 M 3 Post-Graduate Unknown Unknown Silver 38 2 1 2 33184.0 855 32329.0 0.728 7190 93 0.525 0.026 6.0763e-05 0.99994000
713872833 Existing Customer 54 F 2 Graduate Single $40K - $60K Blue 41 2 1 3 10753.0 1845 8908.0 0.689 7302 80 0.702 0.172 9.2637e-05 0.99991000
708535158 Existing Customer 39 M 2 Post-Graduate Unknown $80K - $120K Blue 29 1 1 3 9959.0 1501 8458.0 0.822 8505 86 0.536 0.151 1.0900e-04 0.99989000
711658758 Existing Customer 46 F 3 Uneducated Married Less than $40K Blue 35 6 5 1 2069.0 1101 968.0 0.741 7307 82 0.745 0.532 1.2927e-04 0.99987000
717248583 Existing Customer 43 F 3 College Married Less than $40K Silver 34 4 2 2 11362.0 1871 9491.0 0.859 7849 88 0.630 0.165 1.0375e-04 0.99990000
713087958 Existing Customer 53 M 4 High School Divorced $120K + Blue 36 3 3 2 34516.0 1337 33179.0 0.704 7919 85 0.635 0.039 1.8339e-04 0.99982000
721495458 Existing Customer 44 M 3 Graduate Married $60K - $80K Blue 32 2 1 1 20001.0 0 20001.0 0.742 8094 96 0.600 0.000 3.4465e-05 0.99997000
786097158 Existing Customer 48 M 2 High School Married $40K - $60K Blue 42 2 3 2 8786.0 1559 7227.0 0.909 8575 92 0.736 0.177 1.7486e-04 0.99983000
712219083 Existing Customer 41 M 3 Uneducated Single $80K - $120K Blue 28 1 3 3 7142.0 1917 5225.0 0.727 7892 83 0.729 0.268 3.2275e-04 0.99968000
715327683 Attrited Customer 45 F 4 Post-Graduate Single Less than $40K Blue 36 1 3 3 4477.0 2517 1960.0 1.022 4996 55 0.486 0.562 9.9733e-01 0.00267072
715624533 Existing Customer 41 F 3 Unknown Unknown $40K - $60K Blue 30 1 2 3 5357.0 1272 4085.0 0.708 7730 97 0.540 0.237 2.1834e-04 0.99978000
715599633 Existing Customer 51 M 1 College Married $80K - $120K Silver 38 2 3 2 34516.0 0 34516.0 0.678 7686 89 0.618 0.000 1.4832e-04 0.99985000
718958583 Attrited Customer 44 M 4 Post-Graduate Single $80K - $120K Blue 36 5 3 2 2367.0 1606 761.0 0.956 4506 59 0.639 0.678 9.9552e-01 0.00448403
717397983 Existing Customer 39 M 2 Uneducated Single $60K - $80K Blue 29 2 2 3 23402.0 958 22444.0 0.646 7570 98 0.633 0.041 1.9683e-04 0.99980000
715037133 Existing Customer 40 M 3 Doctorate Unknown Less than $40K Blue 36 1 1 3 4587.0 1771 2816.0 0.647 7479 83 0.694 0.386 1.3910e-04 0.99986000
818767458 Existing Customer 41 M 3 Graduate Married $120K + Blue 36 2 3 2 6565.0 1130 5435.0 0.823 7729 97 0.644 0.172 1.8665e-04 0.99981000
778863258 Attrited Customer 46 F 4 Unknown Married Unknown Blue 27 1 2 3 6030.0 0 6030.0 1.031 4983 62 0.442 0.000 9.9549e-01 0.00451007
712075083 Attrited Customer 50 M 4 High School Single $120K + Blue 41 4 3 3 6982.0 0 6982.0 1.018 4830 50 0.724 0.000 9.9677e-01 0.00323086
711963183 Existing Customer 50 M 3 Uneducated Married Less than $40K Blue 36 2 3 3 5128.0 0 5128.0 0.704 7588 98 0.581 0.000 3.2275e-04 0.99968000
720903258 Attrited Customer 48 M 3 Unknown Unknown $60K - $80K Blue 28 2 2 1 9405.0 0 9405.0 1.033 4801 47 0.382 0.000 9.8739e-01 0.01261000
772404633 Existing Customer 49 M 2 Graduate Married $80K - $120K Silver 39 1 1 2 34516.0 1118 33398.0 0.671 7734 74 0.609 0.032 4.9765e-05 0.99995000
713302758 Existing Customer 49 M 2 Graduate Married $120K + Blue 40 2 4 1 14646.0 1448 13198.0 0.895 8160 92 0.586 0.099 1.3110e-04 0.99987000
717859233 Existing Customer 41 M 5 Graduate Married $80K - $120K Blue 37 1 3 2 12578.0 2517 10061.0 0.875 8362 82 0.640 0.200 1.8570e-04 0.99981000
712955433 Existing Customer 36 F 4 Uneducated Unknown $40K - $60K Blue 16 1 2 2 4370.0 1222 3148.0 0.648 7223 90 0.552 0.280 1.2274e-04 0.99988000
718292283 Existing Customer 52 F 1 High School Single $40K - $60K Blue 42 1 3 1 3416.0 1970 1446.0 0.804 8254 75 0.596 0.577 9.8983e-05 0.99990000
713197308 Existing Customer 42 M 4 Graduate Married $60K - $80K Silver 33 1 2 1 6224.0 0 6224.0 0.630 7612 82 0.783 0.000 6.5045e-05 0.99993000
789175683 Existing Customer 49 F 2 College Married Less than $40K Silver 38 2 3 2 10741.0 2517 8224.0 1.087 8352 71 0.821 0.234 1.5801e-04 0.99984000
811700058 Attrited Customer 41 M 2 Graduate Single $60K - $80K Gold 36 2 3 3 34516.0 687 33829.0 1.015 4822 57 0.295 0.020 9.9714e-01 0.00286013
818476383 Existing Customer 50 M 1 Unknown Unknown $120K + Silver 45 2 2 0 34516.0 1514 33002.0 0.736 7333 72 1.000 0.044 3.9141e-05 0.99996000
720164358 Attrited Customer 53 F 4 Graduate Single $40K - $60K Blue 43 1 3 2 6058.0 0 6058.0 0.997 4754 60 0.463 0.000 9.9473e-01 0.00527000
710357208 Existing Customer 49 M 4 Uneducated Married $80K - $120K Blue 39 2 3 2 8561.0 915 7646.0 0.637 7341 79 0.491 0.107 1.9396e-04 0.99981000
711325308 Attrited Customer 46 M 3 Unknown Single $80K - $120K Blue 34 4 3 3 9959.0 0 9959.0 1.049 4859 64 0.524 0.000 9.9711e-01 0.00288892
721486908 Existing Customer 51 F 5 High School Single Less than $40K Blue 36 1 1 1 7645.0 2076 5569.0 0.759 7710 75 0.875 0.272 3.3335e-05 0.99997000
711210633 Existing Customer 51 M 3 Uneducated Single $60K - $80K Blue 42 2 4 1 1922.0 1124 798.0 0.766 8049 76 0.434 0.585 1.3987e-04 0.99986000
712570458 Existing Customer 51 F 2 High School Married Less than $40K Blue 33 2 1 3 5625.0 1640 3985.0 0.893 7890 75 0.875 0.292 9.0056e-05 0.99991000
712058133 Existing Customer 54 F 2 College Single Less than $40K Blue 36 1 3 3 2274.0 708 1566.0 0.677 7735 74 0.682 0.311 2.9411e-04 0.99971000
708153558 Existing Customer 46 M 5 Doctorate Divorced $120K + Blue 31 1 2 2 34516.0 1802 32714.0 0.871 7936 101 0.485 0.052 1.7004e-04 0.99983000
709893858 Attrited Customer 43 M 3 Post-Graduate Married $40K - $60K Blue 36 6 2 2 9422.0 2108 7314.0 0.891 4633 58 0.611 0.224 9.9286e-01 0.00714000
709225758 Existing Customer 48 F 3 Post-Graduate Married Unknown Blue 37 2 1 3 7469.0 2474 4995.0 0.674 8213 86 0.623 0.331 1.1311e-04 0.99989000
709984083 Existing Customer 43 F 3 Unknown Single Less than $40K Blue 36 2 2 2 3849.0 1281 2568.0 0.777 7930 90 0.607 0.333 1.2982e-04 0.99987000
711854808 Attrited Customer 41 M 3 High School Married $120K + Blue 32 2 2 1 34516.0 0 34516.0 0.965 4734 57 0.541 0.000 9.8576e-01 0.01424000
822125283 Existing Customer 49 M 3 Uneducated Married $80K - $120K Blue 45 2 1 1 4778.0 1351 3427.0 0.785 7590 74 0.682 0.283 3.5437e-05 0.99996000
717340608 Existing Customer 51 F 3 High School Single Unknown Gold 39 1 1 2 34516.0 1873 32643.0 0.629 7703 104 0.677 0.054 6.4010e-05 0.99994000
711084183 Existing Customer 47 F 5 Uneducated Unknown $40K - $60K Blue 42 2 2 3 5168.0 2265 2903.0 0.715 8211 80 0.818 0.438 2.0321e-04 0.99980000
720891633 Attrited Customer 53 F 2 High School Single Less than $40K Blue 46 6 1 2 3199.0 0 3199.0 1.047 4805 59 0.639 0.000 9.8167e-01 0.01833000
719607183 Existing Customer 55 F 2 Graduate Single Unknown Blue 42 2 3 2 21046.0 1631 19415.0 0.731 7653 95 0.638 0.077 1.7987e-04 0.99982000
715839708 Existing Customer 51 M 1 Graduate Married $120K + Blue 39 2 3 2 34516.0 2452 32064.0 0.707 7111 82 0.608 0.071 1.6883e-04 0.99983000
717008358 Existing Customer 40 F 1 Unknown Married Less than $40K Blue 36 1 2 2 6540.0 0 6540.0 0.723 7919 88 0.600 0.000 1.1743e-04 0.99988000
769152783 Attrited Customer 60 F 2 High School Single Less than $40K Blue 54 1 6 2 8141.0 1811 6330.0 1.043 5043 53 0.432 0.222 9.9281e-01 0.00719000
788240358 Existing Customer 40 F 5 Graduate Married Unknown Silver 24 2 1 2 33441.0 686 32755.0 0.761 8452 83 0.509 0.021 5.1378e-05 0.99995000
716098683 Existing Customer 46 F 5 Graduate Unknown Unknown Blue 36 2 3 1 5496.0 1816 3680.0 0.678 7985 93 0.603 0.330 1.1199e-04 0.99989000
802675983 Existing Customer 42 F 3 Graduate Married Less than $40K Blue 33 2 3 1 3794.0 1544 2250.0 0.720 7872 80 0.538 0.407 1.1256e-04 0.99989000
712716108 Existing Customer 46 F 2 Graduate Single Less than $40K Blue 36 1 1 1 5785.0 2130 3655.0 0.813 7950 86 0.593 0.368 3.3214e-05 0.99997000
709238358 Existing Customer 51 F 0 Uneducated Married Unknown Blue 39 1 3 2 19387.0 810 18577.0 0.746 7604 87 0.642 0.042 1.5871e-04 0.99984000
708682908 Existing Customer 43 F 4 Unknown Single Unknown Blue 28 2 2 1 2838.0 1934 904.0 0.873 8644 87 0.554 0.681 7.9128e-05 0.99992000
812794983 Existing Customer 41 F 3 College Married Less than $40K Blue 31 2 2 2 4086.0 1974 2112.0 0.775 7932 87 0.642 0.483 1.1483e-04 0.99989000
708968733 Existing Customer 47 M 3 Uneducated Married $80K - $120K Blue 38 1 3 2 31987.0 0 31987.0 0.814 7926 83 0.537 0.000 1.9191e-04 0.99981000
779315508 Attrited Customer 43 M 4 Post-Graduate Single $40K - $60K Blue 25 1 2 2 9043.0 1974 7069.0 1.027 4638 48 0.655 0.218 9.9293e-01 0.00707000
740065833 Existing Customer 47 F 3 Graduate Single Less than $40K Silver 40 1 2 2 11128.0 2517 8611.0 0.800 8526 93 0.661 0.226 1.0672e-04 0.99989000
721063533 Existing Customer 51 M 2 Graduate Single $40K - $60K Blue 41 1 3 3 3062.0 2058 1004.0 0.622 7289 75 0.705 0.672 3.0251e-04 0.99970000
718189908 Existing Customer 44 F 4 Unknown Unknown $40K - $60K Gold 31 2 2 3 23981.0 2135 21846.0 0.749 7885 86 0.564 0.089 2.5424e-04 0.99975000
780064983 Existing Customer 44 M 1 Graduate Married $80K - $120K Gold 29 2 1 3 34516.0 942 33574.0 0.750 7665 86 0.593 0.027 1.0018e-04 0.99990000
770920908 Existing Customer 39 F 0 Unknown Single $40K - $60K Silver 26 1 1 1 22054.0 1146 20908.0 0.842 8055 82 0.673 0.052 2.8307e-05 0.99997000
718046433 Existing Customer 53 F 2 Graduate Unknown Less than $40K Blue 35 1 2 3 2199.0 693 1506.0 0.654 7342 86 0.483 0.315 1.9143e-04 0.99981000
711842508 Existing Customer 45 M 3 Uneducated Unknown $80K - $120K Blue 33 2 3 3 9303.0 1580 7723.0 0.877 7825 87 0.450 0.170 3.2275e-04 0.99968000
772869033 Existing Customer 47 M 3 Unknown Single $120K + Gold 38 2 4 3 34516.0 1342 33174.0 0.690 7283 89 0.648 0.039 4.8036e-04 0.99952000
715298808 Existing Customer 40 M 2 High School Divorced $40K - $60K Blue 32 1 3 2 7566.0 1618 5948.0 0.720 7570 88 0.544 0.214 1.7486e-04 0.99983000
708877458 Existing Customer 50 F 3 Uneducated Married Unknown Blue 34 2 3 3 11343.0 0 11343.0 0.709 8027 94 0.679 0.000 3.2275e-04 0.99968000
787496733 Existing Customer 47 F 2 Uneducated Married Unknown Blue 35 2 1 1 15155.0 1287 13868.0 0.868 7724 79 0.580 0.085 3.4150e-05 0.99997000
789469083 Existing Customer 55 M 2 Unknown Single $80K - $120K Blue 46 2 1 1 10795.0 0 10795.0 0.855 7855 81 0.528 0.000 3.6508e-05 0.99996000
709497108 Existing Customer 44 F 2 High School Married Less than $40K Blue 36 2 1 0 6633.0 1322 5311.0 0.698 8396 106 0.738 0.199 1.9750e-05 0.99998000
784819758 Existing Customer 54 F 1 Graduate Single Unknown Blue 48 1 1 2 8572.0 2128 6444.0 0.821 7850 94 0.516 0.248 5.1697e-05 0.99995000
720412308 Existing Customer 40 M 4 Unknown Married $80K - $120K Blue 36 2 1 1 34516.0 2330 32186.0 0.693 7635 75 0.667 0.068 3.8289e-05 0.99996000
719178183 Existing Customer 50 M 2 Graduate Married $80K - $120K Silver 42 2 3 3 34516.0 2517 31999.0 0.759 8186 85 0.635 0.073 2.7334e-04 0.99973000
789560433 Attrited Customer 49 M 3 Post-Graduate Single $60K - $80K Blue 42 2 4 2 14895.0 0 14895.0 1.043 5147 53 0.559 0.000 9.9625e-01 0.00375265
712931733 Existing Customer 49 F 4 Graduate Single Less than $40K Blue 36 1 1 3 2636.0 1257 1379.0 0.661 7136 82 0.608 0.477 9.7154e-05 0.99990000
714417183 Existing Customer 39 F 1 Uneducated Unknown Less than $40K Blue 31 1 3 1 9511.0 2220 7291.0 0.712 7041 95 0.532 0.233 1.0469e-04 0.99990000
771097683 Attrited Customer 43 M 2 High School Single $120K + Blue 30 1 2 2 10896.0 2517 8379.0 1.028 4935 58 0.487 0.231 9.9104e-01 0.00896000
713824983 Existing Customer 43 F 0 High School Married Less than $40K Blue 35 1 1 0 8401.0 1085 7316.0 0.696 7697 98 0.508 0.129 1.6948e-05 0.99998000
715360458 Existing Customer 45 F 3 Graduate Divorced Unknown Blue 36 2 3 2 12406.0 1980 10426.0 0.791 8113 90 0.500 0.160 1.8665e-04 0.99981000
711736083 Attrited Customer 47 F 4 College Divorced Unknown Blue 36 4 3 3 6769.0 274 6495.0 0.998 4885 54 0.350 0.040 9.9677e-01 0.00323056
714821433 Existing Customer 45 F 4 College Married Less than $40K Blue 36 2 1 1 2737.0 0 2737.0 0.710 7587 80 0.569 0.000 3.3866e-05 0.99997000
779263533 Existing Customer 34 F 2 Graduate Unknown Unknown Silver 16 2 2 1 32292.0 1731 30561.0 0.751 7564 76 0.810 0.054 6.2021e-05 0.99994000
773988708 Existing Customer 52 M 2 Uneducated Married $120K + Silver 43 1 2 2 34516.0 1588 32928.0 0.745 7512 81 0.688 0.046 1.0574e-04 0.99989000
719623083 Existing Customer 33 F 1 Doctorate Unknown Less than $40K Gold 24 2 3 2 15987.0 1992 13995.0 0.739 8302 81 0.841 0.125 2.8147e-04 0.99972000
718304583 Attrited Customer 43 M 2 Unknown Married $60K - $80K Gold 33 1 3 2 34516.0 1085 33431.0 1.047 4805 54 0.588 0.031 9.9563e-01 0.00437002
720198183 Existing Customer 42 M 5 College Married $40K - $60K Blue 27 1 3 1 2437.0 1718 719.0 0.608 8028 77 0.540 0.705 1.0888e-04 0.99989000
780545133 Existing Customer 49 M 3 Graduate Single $80K - $120K Blue 36 2 3 1 4557.0 985 3572.0 0.592 7333 91 0.596 0.216 1.1256e-04 0.99989000
711128433 Existing Customer 55 M 3 Uneducated Single $40K - $60K Blue 36 1 3 3 10949.0 829 10120.0 0.749 7685 91 0.596 0.076 3.2275e-04 0.99968000
789960783 Existing Customer 39 F 1 Graduate Unknown Less than $40K Silver 30 1 2 3 10398.0 1630 8768.0 0.755 7702 81 0.688 0.157 1.6236e-04 0.99984000
709556208 Existing Customer 40 F 3 College Single $40K - $60K Silver 28 2 1 2 22361.0 1873 20488.0 0.701 7586 94 0.567 0.084 5.0206e-05 0.99995000
712053033 Existing Customer 46 M 2 Unknown Single $80K - $120K Blue 34 1 3 2 3841.0 1411 2430.0 0.785 8444 81 0.688 0.367 1.9771e-04 0.99980000
794482158 Existing Customer 46 M 3 College Single $80K - $120K Silver 32 2 1 3 34516.0 1954 32562.0 0.755 7594 69 0.725 0.057 8.4444e-05 0.99992000
780450708 Attrited Customer 58 M 1 College Single $120K + Silver 45 1 3 2 34516.0 0 34516.0 0.964 4864 48 0.548 0.000 9.9330e-01 0.00670000
710016708 Existing Customer 44 F 3 Graduate Married Less than $40K Silver 26 1 3 1 10877.0 1802 9075.0 0.706 7974 90 0.731 0.166 1.0171e-04 0.99990000
709434408 Existing Customer 42 M 3 Unknown Married $40K - $60K Blue 26 2 1 2 5848.0 1481 4367.0 0.711 8417 95 0.462 0.253 6.2820e-05 0.99994000
778716783 Existing Customer 50 M 2 Unknown Married $60K - $80K Blue 32 1 2 1 11552.0 1970 9582.0 0.705 7180 96 0.548 0.171 7.5449e-05 0.99992000
712447758 Existing Customer 46 M 2 Graduate Married $80K - $120K Blue 39 2 2 3 11901.0 2517 9384.0 0.781 7998 82 0.608 0.211 1.9143e-04 0.99981000
779435883 Existing Customer 37 M 3 High School Unknown $80K - $120K Blue 19 1 2 2 2273.0 0 2273.0 0.828 7899 79 0.646 0.000 1.1482e-04 0.99989000
719918358 Existing Customer 57 F 3 Graduate Unknown Less than $40K Blue 36 2 2 1 3082.0 2507 575.0 0.687 7787 89 0.508 0.813 7.1226e-05 0.99993000
720474408 Existing Customer 52 M 2 Graduate Single $40K - $60K Blue 41 1 2 2 9298.0 1898 7400.0 0.655 8427 87 0.776 0.204 1.1382e-04 0.99989000
719401158 Existing Customer 62 F 0 Post-Graduate Single $40K - $60K Blue 53 1 2 3 4136.0 0 4136.0 0.640 7739 97 0.590 0.000 1.9330e-04 0.99981000
778430733 Existing Customer 45 M 5 High School Unknown $60K - $80K Blue 25 1 5 1 12399.0 1461 10938.0 0.645 7855 82 0.414 0.118 1.2160e-04 0.99988000
717583908 Existing Customer 57 M 1 High School Single $80K - $120K Blue 45 1 6 1 15030.0 1395 13635.0 0.625 7603 81 0.588 0.093 7.8137e-05 0.99992000
823519458 Existing Customer 44 F 3 Graduate Married Less than $40K Blue 40 1 1 3 6441.0 2151 4290.0 0.640 7123 94 0.492 0.334 9.6126e-05 0.99990000
712381683 Existing Customer 42 F 4 Unknown Married Unknown Blue 36 1 4 2 7469.0 837 6632.0 0.828 8281 80 0.739 0.112 2.5058e-04 0.99975000
716045508 Existing Customer 40 F 2 Unknown Single Less than $40K Blue 36 2 2 3 3569.0 1054 2515.0 0.775 7963 85 0.574 0.295 2.1042e-04 0.99979000
820936533 Existing Customer 47 M 3 Graduate Unknown Less than $40K Blue 43 1 3 3 2781.0 1950 831.0 0.980 9331 93 0.500 0.701 3.1390e-04 0.99969000
721227258 Existing Customer 51 M 1 Post-Graduate Married $120K + Silver 31 2 5 2 34516.0 1991 32525.0 0.718 7520 79 0.681 0.058 2.0049e-04 0.99980000
771304383 Existing Customer 45 F 3 High School Married Less than $40K Blue 33 1 2 3 4174.0 2507 1667.0 0.832 7905 86 0.755 0.601 1.9311e-04 0.99981000
717600483 Existing Customer 50 M 2 Unknown Married $60K - $80K Blue 43 2 2 1 23223.0 628 22595.0 0.837 7358 87 0.642 0.027 7.5449e-05 0.99992000
778865583 Existing Customer 46 M 3 Graduate Married Less than $40K Blue 27 1 2 2 6954.0 1502 5452.0 0.624 7510 89 0.648 0.216 1.1811e-04 0.99988000
709871658 Existing Customer 47 F 1 Unknown Single Less than $40K Blue 36 2 3 3 7136.0 2345 4791.0 0.699 7729 86 0.654 0.329 3.1211e-04 0.99969000
818280108 Existing Customer 43 F 4 High School Single Less than $40K Blue 38 1 1 1 1820.0 0 1820.0 0.708 7714 91 0.596 0.000 3.3863e-05 0.99997000
716350008 Existing Customer 52 M 1 Uneducated Married $40K - $60K Blue 36 2 2 3 2937.0 1633 1304.0 0.857 8235 102 0.522 0.556 1.8475e-04 0.99982000
778172583 Existing Customer 46 F 3 High School Single Less than $40K Blue 36 1 3 2 6636.0 2399 4237.0 0.681 7023 86 0.654 0.362 1.8145e-04 0.99982000
719121708 Existing Customer 41 M 2 Graduate Married $60K - $80K Silver 31 2 3 3 31497.0 2192 29305.0 0.868 7685 92 0.533 0.070 2.7334e-04 0.99973000
714342033 Attrited Customer 52 M 1 High School Married $120K + Blue 34 2 3 1 34516.0 0 34516.0 1.038 4863 56 0.474 0.000 9.9000e-01 0.01000000
788811558 Existing Customer 52 F 1 High School Married Less than $40K Blue 35 1 3 3 1959.0 1022 937.0 0.780 7847 65 0.857 0.522 2.7604e-04 0.99972000
788943333 Attrited Customer 51 M 3 Post-Graduate Married $80K - $120K Silver 37 6 2 2 34516.0 989 33527.0 1.021 4810 55 0.341 0.029 9.9210e-01 0.00790000
719258433 Existing Customer 49 M 5 Graduate Single $60K - $80K Blue 42 2 1 3 7801.0 2018 5783.0 0.684 7561 91 0.685 0.259 9.5638e-05 0.99990000
717895833 Existing Customer 55 M 3 College Single $120K + Blue 44 2 2 3 6455.0 1837 4618.0 0.717 8001 99 0.707 0.285 1.9313e-04 0.99981000
711550983 Existing Customer 46 M 1 Graduate Divorced $40K - $60K Blue 37 1 2 2 11343.0 1175 10168.0 0.699 8313 107 0.672 0.104 1.0684e-04 0.99989000
714077583 Attrited Customer 43 M 3 Post-Graduate Married $40K - $60K Platinum 31 2 3 4 23981.0 593 23388.0 0.987 4758 65 0.512 0.025 9.9909e-01 0.00091227
720939933 Attrited Customer 46 F 4 Unknown Single Less than $40K Blue 33 5 3 5 2879.0 0 2879.0 1.031 4684 56 0.556 0.000 9.9903e-01 0.00097000
716725008 Existing Customer 49 M 4 High School Married $80K - $120K Blue 40 2 3 2 7667.0 2191 5476.0 0.682 7886 94 0.679 0.286 1.8339e-04 0.99982000
788824083 Existing Customer 41 M 2 Uneducated Single $120K + Blue 24 2 2 1 34516.0 1022 33494.0 0.743 8202 88 0.913 0.030 7.0576e-05 0.99993000
716335983 Existing Customer 37 M 2 High School Single $80K - $120K Blue 36 1 2 3 6713.0 1590 5123.0 0.847 7946 85 0.667 0.237 1.8610e-04 0.99981000
719157933 Existing Customer 51 M 2 Uneducated Married $120K + Blue 40 1 3 1 10984.0 1429 9555.0 0.751 7850 85 0.635 0.130 1.1153e-04 0.99989000
716704158 Existing Customer 50 M 1 Doctorate Married $120K + Blue 39 2 3 2 34516.0 2517 31999.0 0.778 8087 86 0.509 0.073 2.4431e-04 0.99976000
716258358 Existing Customer 57 M 2 Uneducated Single $60K - $80K Blue 36 1 1 3 23058.0 1534 21524.0 0.701 7009 82 0.708 0.067 9.5249e-05 0.99990000
827904183 Existing Customer 40 M 4 Uneducated Married $120K + Blue 36 2 2 2 17606.0 1377 16229.0 0.861 8104 83 0.627 0.078 1.2274e-04 0.99988000
820394733 Existing Customer 52 M 0 College Married $120K + Gold 47 2 1 1 34516.0 1464 33052.0 0.689 7690 87 0.673 0.042 3.1925e-05 0.99997000
716574033 Existing Customer 45 F 3 High School Divorced $40K - $60K Silver 36 2 2 2 18000.0 1829 16171.0 0.675 7149 86 0.623 0.102 1.0374e-04 0.99990000
736786908 Existing Customer 48 F 2 College Married Less than $40K Blue 41 2 2 2 5550.0 2517 3033.0 0.767 6984 85 0.545 0.454 1.1066e-04 0.99989000
774099708 Existing Customer 39 F 3 High School Single Less than $40K Blue 33 2 1 2 1621.0 0 1621.0 0.779 7400 86 0.686 0.000 5.5559e-05 0.99994000
714282333 Existing Customer 49 F 4 College Married Less than $40K Blue 36 1 1 2 3244.0 0 3244.0 0.765 7495 97 0.540 0.000 5.6158e-05 0.99994000
717471933 Existing Customer 45 M 2 Unknown Married $40K - $60K Blue 27 2 2 3 5800.0 1434 4366.0 0.715 8202 89 0.679 0.247 2.1042e-04 0.99979000
818316108 Existing Customer 43 F 1 Graduate Married Less than $40K Blue 38 2 2 1 2550.0 1421 1129.0 0.819 8063 72 0.714 0.557 6.4428e-05 0.99994000
709838508 Existing Customer 45 M 3 Graduate Divorced $60K - $80K Silver 31 2 1 3 34516.0 1509 33007.0 0.728 7167 91 0.625 0.044 8.6856e-05 0.99991000
716212383 Attrited Customer 38 M 1 High School Single $120K + Blue 30 5 3 3 10874.0 2415 8459.0 0.933 4619 59 0.372 0.222 9.9639e-01 0.00360858
757667133 Attrited Customer 54 M 2 College Single $80K - $120K Blue 47 2 2 2 13769.0 0 13769.0 1.058 4738 53 0.395 0.000 9.9105e-01 0.00895000
794571108 Attrited Customer 39 M 2 Graduate Divorced $40K - $60K Silver 23 5 2 3 17894.0 304 17590.0 0.965 4691 63 0.465 0.017 9.9425e-01 0.00575000
711370458 Existing Customer 49 F 5 Graduate Married Less than $40K Gold 38 1 2 2 15016.0 2016 13000.0 0.709 7685 84 0.527 0.134 1.3538e-04 0.99986000
788528958 Existing Customer 45 M 4 Graduate Single $120K + Blue 38 1 1 3 9036.0 0 9036.0 0.753 8356 79 0.681 0.000 9.7154e-05 0.99990000
716745408 Existing Customer 54 M 1 High School Single $80K - $120K Blue 36 1 2 3 12813.0 1998 10815.0 0.837 7803 81 0.688 0.156 1.7468e-04 0.99983000
771752508 Existing Customer 40 F 3 Doctorate Married Less than $40K Blue 29 1 1 1 4660.0 1844 2816.0 1.018 8571 84 0.647 0.396 4.9875e-05 0.99995000
788916933 Existing Customer 49 M 5 College Married $60K - $80K Gold 35 1 2 2 34516.0 1064 33452.0 0.796 8095 81 0.620 0.031 1.3162e-04 0.99987000
714938733 Attrited Customer 48 M 1 Post-Graduate Single $80K - $120K Blue 38 4 2 2 13174.0 0 13174.0 0.955 4890 49 0.485 0.000 9.9211e-01 0.00789000
761818758 Existing Customer 43 M 1 Graduate Single Unknown Blue 36 1 1 2 11210.0 1079 10131.0 0.651 7206 86 0.536 0.096 5.1697e-05 0.99995000
714422058 Existing Customer 42 M 3 Graduate Single $120K + Blue 36 1 2 3 31639.0 2446 29193.0 0.632 7119 86 0.564 0.077 1.9864e-04 0.99980000
712191783 Existing Customer 49 M 4 High School Married $120K + Gold 36 1 1 1 34516.0 1634 32882.0 0.768 7788 94 0.469 0.047 3.9014e-05 0.99996000
716319258 Existing Customer 43 M 4 Uneducated Single $120K + Blue 36 1 1 3 34516.0 1742 32774.0 0.661 7360 82 0.745 0.050 9.9893e-05 0.99990000
719813058 Existing Customer 44 F 5 Unknown Married Less than $40K Blue 34 2 1 3 2490.0 1235 1255.0 0.823 8065 88 0.760 0.496 1.0512e-04 0.99989000
712351908 Existing Customer 45 M 3 High School Unknown $80K - $120K Blue 34 1 2 3 26438.0 1655 24783.0 0.920 8029 81 0.723 0.063 1.9311e-04 0.99981000
716742483 Existing Customer 38 F 1 Graduate Single Less than $40K Blue 29 2 3 3 7504.0 1134 6370.0 0.670 7525 100 0.449 0.151 2.8395e-04 0.99972000
708160008 Existing Customer 44 M 1 Uneducated Married $120K + Blue 33 2 2 3 34516.0 1058 33458.0 0.734 7412 84 0.585 0.031 1.8475e-04 0.99982000
709269708 Existing Customer 45 M 4 Graduate Single $120K + Platinum 34 2 2 1 34516.0 1488 33028.0 0.732 7281 95 0.532 0.043 1.2506e-04 0.99987000
779098308 Existing Customer 51 F 2 College Married Unknown Blue 32 1 3 2 15048.0 2517 12531.0 0.666 7592 96 0.524 0.167 1.7488e-04 0.99983000
717257658 Existing Customer 41 M 3 Graduate Single $80K - $120K Blue 29 2 2 1 9357.0 1942 7415.0 0.800 7971 84 0.787 0.208 7.1226e-05 0.99993000
775112958 Existing Customer 51 M 1 Unknown Married $60K - $80K Blue 45 2 3 3 11548.0 0 11548.0 0.611 7781 72 0.895 0.000 3.1211e-04 0.99969000
788812608 Existing Customer 56 F 2 Uneducated Single Less than $40K Blue 39 1 2 3 8767.0 1684 7083.0 0.786 8066 79 0.549 0.192 1.9683e-04 0.99980000
711002058 Existing Customer 42 M 4 Unknown Single $40K - $60K Blue 33 1 3 1 5306.0 2410 2896.0 0.738 7437 94 0.709 0.454 1.2505e-04 0.99987000
716199408 Attrited Customer 52 F 2 Graduate Single Unknown Blue 41 2 3 3 3608.0 2517 1091.0 1.057 4907 53 0.559 0.698 9.9671e-01 0.00329379
718100808 Existing Customer 49 F 1 Uneducated Married Less than $40K Gold 37 2 3 1 15987.0 2065 13922.0 0.705 7395 100 0.562 0.129 1.2061e-04 0.99988000
790051758 Attrited Customer 50 M 2 Graduate Single $120K + Blue 42 2 1 2 31782.0 0 31782.0 1.056 4800 53 0.395 0.000 9.8217e-01 0.01783000
772430733 Existing Customer 42 M 2 Graduate Married $120K + Blue 32 1 1 1 34516.0 1440 33076.0 0.676 7168 88 0.571 0.042 3.3214e-05 0.99997000
713460258 Existing Customer 45 F 0 Doctorate Married $40K - $60K Silver 36 1 1 3 19107.0 933 18174.0 0.880 8987 89 0.561 0.049 1.0394e-04 0.99990000
820036533 Existing Customer 50 M 4 Unknown Married $80K - $120K Blue 45 2 1 3 34516.0 1466 33050.0 0.693 7223 87 0.611 0.042 1.0679e-04 0.99989000
719785683 Existing Customer 41 M 4 Post-Graduate Married $80K - $120K Blue 36 1 2 2 21751.0 1573 20178.0 0.878 8332 102 0.569 0.072 1.4046e-04 0.99986000
711830433 Existing Customer 44 F 3 College Single Less than $40K Blue 32 1 2 1 7926.0 1051 6875.0 0.729 7677 87 0.554 0.133 6.9248e-05 0.99993000
807393558 Attrited Customer 51 M 4 Unknown Single $120K + Silver 46 2 3 3 34516.0 1279 33237.0 1.020 4615 49 0.581 0.037 9.9684e-01 0.00316259
718306308 Existing Customer 48 M 4 Graduate Married $80K - $120K Blue 36 1 2 3 27984.0 1793 26191.0 0.754 8147 81 0.588 0.064 2.0077e-04 0.99980000
772725408 Existing Customer 40 M 3 Uneducated Divorced $60K - $80K Blue 30 2 3 2 24499.0 2517 21982.0 0.777 7667 84 0.527 0.103 1.9191e-04 0.99981000
711183558 Existing Customer 49 M 0 High School Single $80K - $120K Blue 39 2 1 3 2221.0 1291 930.0 0.785 8618 98 0.815 0.581 7.7279e-05 0.99992000
720317658 Existing Customer 43 M 2 Graduate Single $80K - $120K Blue 35 2 2 2 5858.0 961 4897.0 0.657 7916 82 0.708 0.164 1.1382e-04 0.99989000
710596983 Existing Customer 51 M 1 Uneducated Single $80K - $120K Blue 37 1 3 2 27318.0 2416 24902.0 0.917 7481 96 0.548 0.088 1.7360e-04 0.99983000
716986458 Existing Customer 44 F 3 High School Single Unknown Blue 36 1 3 2 9766.0 1575 8191.0 0.661 7605 101 0.603 0.161 1.8145e-04 0.99982000
717382608 Existing Customer 59 M 1 Graduate Single $60K - $80K Silver 36 2 2 2 26692.0 2517 24175.0 0.796 8780 86 0.654 0.094 9.6533e-05 0.99990000
825767658 Existing Customer 49 M 2 Graduate Single $60K - $80K Gold 45 2 3 1 34516.0 913 33603.0 0.698 7711 80 0.860 0.026 1.2498e-04 0.99988000
717513933 Existing Customer 38 M 3 College Single $120K + Blue 26 2 2 1 14938.0 0 14938.0 0.626 7385 90 0.429 0.000 6.9248e-05 0.99993000
789186858 Existing Customer 52 M 2 Graduate Married $80K - $120K Blue 41 2 5 1 33256.0 928 32328.0 0.694 7796 97 0.590 0.028 1.2116e-04 0.99988000
717658758 Existing Customer 49 M 4 Graduate Single $120K + Silver 36 2 2 2 34516.0 0 34516.0 0.622 7962 99 0.435 0.000 1.0786e-04 0.99989000
715575258 Existing Customer 47 M 2 Graduate Single $40K - $60K Blue 35 1 6 3 5791.0 1957 3834.0 0.654 7823 93 0.722 0.338 2.3881e-04 0.99976000
714975633 Existing Customer 51 F 2 High School Single Unknown Blue 36 2 1 2 2319.0 1347 972.0 0.722 7558 85 0.491 0.581 5.3542e-05 0.99995000
715396983 Existing Customer 46 M 1 Uneducated Married $80K - $120K Blue 36 2 3 2 17698.0 1769 15929.0 0.623 8056 95 0.583 0.100 1.7360e-04 0.99983000
712624383 Existing Customer 52 M 4 College Single $80K - $120K Silver 41 1 1 2 34516.0 1701 32815.0 0.715 7707 99 0.500 0.049 5.0742e-05 0.99995000
721335558 Existing Customer 57 F 2 Graduate Single Less than $40K Blue 36 1 2 3 6482.0 1686 4796.0 0.753 7544 101 0.629 0.260 1.9143e-04 0.99981000
711167808 Attrited Customer 40 M 4 Unknown Single $60K - $80K Blue 30 4 3 6 18975.0 0 18975.0 1.028 4803 65 0.548 0.000 9.9945e-01 0.00055285
713761608 Existing Customer 44 M 3 Graduate Divorced $60K - $80K Silver 34 2 3 3 34516.0 1652 32864.0 0.865 8450 90 0.579 0.048 2.8364e-04 0.99972000
713367858 Existing Customer 47 M 3 Unknown Single $40K - $60K Blue 36 2 2 2 2479.0 1748 731.0 0.831 8042 85 0.545 0.705 1.2982e-04 0.99987000
710489583 Existing Customer 41 F 3 Graduate Unknown Less than $40K Blue 36 1 1 1 4941.0 1040 3901.0 0.765 7631 91 0.596 0.210 3.4465e-05 0.99997000
720422358 Existing Customer 42 M 1 Post-Graduate Single $60K - $80K Gold 36 1 1 2 34516.0 2276 32240.0 0.767 7485 90 0.552 0.066 7.0084e-05 0.99993000
772098858 Existing Customer 44 F 4 Uneducated Married Unknown Blue 33 1 2 1 8230.0 1333 6897.0 0.692 7736 84 0.680 0.162 7.4017e-05 0.99993000
789304983 Existing Customer 44 M 0 Unknown Married $40K - $60K Silver 34 2 1 2 22226.0 1864 20362.0 0.864 8753 97 0.702 0.084 4.6941e-05 0.99995000
779257233 Existing Customer 47 M 2 Uneducated Single $120K + Blue 29 2 3 2 28852.0 1974 26878.0 0.713 7432 90 0.607 0.068 1.8494e-04 0.99982000
717579258 Attrited Customer 36 M 1 Unknown Unknown $40K - $60K Blue 36 2 3 3 6893.0 1462 5431.0 1.031 4782 50 0.351 0.212 9.9681e-01 0.00319278
709418508 Existing Customer 45 M 2 Graduate Married $60K - $80K Blue 35 1 2 3 7653.0 1693 5960.0 0.683 7508 93 0.576 0.221 1.9143e-04 0.99981000
778439883 Existing Customer 50 M 1 High School Unknown $80K - $120K Blue 31 1 2 2 26840.0 769 26071.0 0.609 7969 93 0.661 0.029 1.0386e-04 0.99990000
716063583 Existing Customer 41 M 3 High School Divorced $60K - $80K Blue 32 1 2 1 4549.0 2109 2440.0 0.953 8642 85 0.700 0.464 6.9242e-05 0.99993000
716609433 Attrited Customer 55 M 2 High School Divorced $120K + Blue 46 5 3 2 16828.0 2517 14311.0 1.059 4939 63 0.465 0.150 9.9431e-01 0.00569000
721053633 Existing Customer 45 M 2 College Single $40K - $60K Blue 31 2 2 1 6530.0 1425 5105.0 0.716 8904 101 0.656 0.218 6.6734e-05 0.99993000
711559008 Existing Customer 40 F 4 Post-Graduate Single $40K - $60K Blue 28 2 1 2 11642.0 1501 10141.0 0.935 9137 92 0.586 0.129 6.7967e-05 0.99993000
718698558 Existing Customer 43 M 3 College Single $80K - $120K Blue 34 2 2 2 5390.0 1324 4066.0 0.611 7739 106 0.472 0.246 1.1483e-04 0.99989000
770190258 Existing Customer 49 F 3 Graduate Married Less than $40K Blue 43 2 1 1 7037.0 0 7037.0 0.752 7678 93 0.691 0.000 3.4465e-05 0.99997000
709008708 Existing Customer 47 M 3 College Married Less than $40K Blue 34 2 1 2 8390.0 0 8390.0 0.800 8316 92 0.704 0.000 5.5564e-05 0.99994000
823922208 Existing Customer 49 M 3 Unknown Single $60K - $80K Blue 45 1 1 1 2122.0 1101 1021.0 0.711 7404 103 0.515 0.519 3.7884e-05 0.99996000
718457058 Existing Customer 43 M 4 High School Married $40K - $60K Blue 35 1 1 1 3442.0 2517 925.0 0.620 7801 74 0.644 0.731 3.3863e-05 0.99997000
708472008 Existing Customer 44 F 3 Uneducated Married Less than $40K Blue 36 2 3 3 6680.0 1839 4841.0 0.617 7632 95 0.532 0.275 3.2275e-04 0.99968000
710395233 Existing Customer 42 F 2 Graduate Single Unknown Silver 36 2 2 3 34516.0 1066 33450.0 0.846 8657 98 0.750 0.031 1.7297e-04 0.99983000
716732958 Existing Customer 44 F 2 High School Married $40K - $60K Blue 32 2 2 3 7244.0 2031 5213.0 0.724 7925 90 0.500 0.280 1.8610e-04 0.99981000
780108408 Existing Customer 52 M 2 Graduate Married $80K - $120K Blue 37 1 3 1 34516.0 1369 33147.0 0.764 7745 82 0.640 0.040 1.0848e-04 0.99989000
720962208 Attrited Customer 42 M 2 Post-Graduate Married $60K - $80K Blue 27 2 2 2 2476.0 2250 226.0 0.969 4659 48 0.600 0.909 9.9259e-01 0.00741000
714019083 Existing Customer 40 F 1 Graduate Married Less than $40K Blue 30 1 1 3 2019.0 803 1216.0 0.882 8426 102 0.478 0.398 8.6952e-05 0.99991000
721225083 Existing Customer 54 F 2 Unknown Divorced Less than $40K Blue 36 1 2 1 8758.0 1511 7247.0 0.674 7680 89 0.508 0.173 7.5449e-05 0.99992000
819109308 Existing Customer 62 M 0 Graduate Divorced $60K - $80K Blue 56 1 3 3 6103.0 2517 3586.0 0.740 8080 92 0.704 0.412 2.5960e-04 0.99974000
721029858 Existing Customer 52 F 3 Graduate Single Less than $40K Blue 36 2 1 2 2166.0 1458 708.0 0.712 8215 109 0.535 0.673 5.7151e-05 0.99994000
716762733 Existing Customer 50 F 2 Doctorate Single Less than $40K Blue 40 2 1 1 3449.0 1634 1815.0 0.776 8300 94 0.469 0.474 4.8064e-05 0.99995000
710260983 Existing Customer 51 F 4 Graduate Divorced Less than $40K Blue 36 2 3 2 2984.0 2512 472.0 0.861 8296 91 0.685 0.842 1.8864e-04 0.99981000
793608258 Attrited Customer 54 F 3 Graduate Single Less than $40K Silver 48 1 5 2 13432.0 0 13432.0 0.918 4909 50 0.316 0.000 9.9472e-01 0.00528000
719677758 Existing Customer 39 F 1 Unknown Married $40K - $60K Blue 36 2 1 3 10830.0 2184 8646.0 0.907 8814 88 0.725 0.202 9.5577e-05 0.99990000
771411408 Attrited Customer 50 M 1 Post-Graduate Unknown $80K - $120K Blue 38 2 3 4 2673.0 0 2673.0 1.043 4929 54 0.459 0.000 9.9825e-01 0.00175068
794191008 Existing Customer 46 M 2 College Married $120K + Blue 40 1 2 2 34516.0 1649 32867.0 0.741 7552 87 0.611 0.048 1.1066e-04 0.99989000
708905733 Existing Customer 45 M 5 Uneducated Single $60K - $80K Blue 32 1 2 1 20633.0 1989 18644.0 0.670 7570 91 0.655 0.096 7.2863e-05 0.99993000
788327358 Existing Customer 61 M 1 Graduate Single Unknown Blue 54 1 1 3 9070.0 2097 6973.0 0.801 8440 102 0.700 0.231 8.6952e-05 0.99991000
751974258 Existing Customer 51 M 3 Unknown Unknown $120K + Blue 44 2 2 3 11954.0 0 11954.0 0.779 7345 93 0.550 0.000 2.1834e-04 0.99978000
805516608 Existing Customer 50 M 1 Graduate Married $80K - $120K Silver 45 2 1 3 34516.0 925 33591.0 0.771 7755 84 0.680 0.027 7.8567e-05 0.99992000
720006333 Attrited Customer 48 M 2 College Divorced $80K - $120K Blue 40 4 3 3 4479.0 0 4479.0 0.890 4520 63 0.370 0.000 9.9661e-01 0.00338757
780114558 Existing Customer 50 M 1 High School Married Less than $40K Blue 35 2 1 3 3968.0 2264 1704.0 1.098 12535 118 0.815 0.571 8.4530e-05 0.99992000
713090658 Existing Customer 58 F 2 Uneducated Single Unknown Blue 44 1 2 2 2599.0 1407 1192.0 0.727 8061 98 0.531 0.541 1.1703e-04 0.99988000
718889508 Existing Customer 46 M 2 College Divorced $60K - $80K Blue 37 1 3 1 10074.0 1223 8851.0 0.955 8256 99 0.623 0.121 1.0546e-04 0.99989000
824799108 Existing Customer 46 F 3 High School Married $40K - $60K Blue 42 2 2 1 10901.0 1874 9027.0 0.608 7498 90 0.500 0.172 6.9242e-05 0.99993000
788618208 Existing Customer 42 F 5 Unknown Single Less than $40K Blue 30 2 3 3 8325.0 0 8325.0 0.823 8198 90 0.915 0.000 3.4328e-04 0.99966000
713133258 Existing Customer 38 M 3 Unknown Single $80K - $120K Silver 36 2 2 3 34516.0 2008 32508.0 0.858 8872 86 0.593 0.058 1.9729e-04 0.99980000
717370533 Existing Customer 40 M 3 Post-Graduate Single $120K + Blue 26 1 2 1 34516.0 2088 32428.0 0.627 6453 89 0.589 0.060 8.3810e-05 0.99992000
720425508 Existing Customer 43 M 5 Graduate Single $80K - $120K Blue 36 1 1 3 7196.0 696 6500.0 0.839 8689 93 0.898 0.097 9.5638e-05 0.99990000
712948383 Existing Customer 48 M 4 Graduate Married $60K - $80K Gold 36 1 6 1 34516.0 0 34516.0 0.720 7396 100 0.562 0.000 1.0347e-04 0.99990000
712839633 Existing Customer 38 M 2 Uneducated Single $80K - $120K Blue 22 2 1 3 34516.0 1595 32921.0 0.824 8871 97 0.764 0.046 9.5249e-05 0.99990000
820330008 Existing Customer 46 M 5 High School Married $120K + Blue 42 1 1 3 32926.0 1540 31386.0 0.862 8231 98 0.556 0.047 9.2974e-05 0.99991000
826150608 Existing Customer 44 M 4 Uneducated Unknown $40K - $60K Silver 40 1 1 2 18072.0 1378 16694.0 0.730 8199 98 0.750 0.076 5.3664e-05 0.99995000
779187783 Existing Customer 50 M 2 Unknown Single $80K - $120K Blue 38 2 3 1 24533.0 1813 22720.0 0.745 8436 77 0.878 0.074 1.1924e-04 0.99988000
720809358 Existing Customer 39 M 1 College Unknown $40K - $60K Blue 32 1 1 3 4874.0 2317 2557.0 0.854 7776 98 0.782 0.475 8.4537e-05 0.99992000
714054408 Existing Customer 50 M 3 College Unknown $60K - $80K Blue 42 1 2 3 12889.0 1822 11067.0 0.880 8272 79 0.837 0.141 1.9313e-04 0.99981000
789827208 Existing Customer 41 F 5 Graduate Married Less than $40K Blue 31 2 3 1 7531.0 1692 5839.0 0.771 7768 92 0.878 0.225 1.1199e-04 0.99989000
718308558 Existing Customer 49 F 4 Graduate Divorced Less than $40K Blue 37 2 6 1 1838.0 1155 683.0 0.742 7688 93 0.409 0.628 8.9806e-05 0.99991000
801064833 Existing Customer 42 M 3 Graduate Married $80K - $120K Blue 36 1 1 2 30117.0 2129 27988.0 0.769 7930 91 0.542 0.071 5.7151e-05 0.99994000
719838558 Existing Customer 46 M 2 Uneducated Single $60K - $80K Blue 35 1 1 1 5131.0 1484 3647.0 0.750 7432 92 0.559 0.289 3.4150e-05 0.99997000
714510483 Existing Customer 44 M 3 Graduate Single $80K - $120K Gold 36 2 3 3 34516.0 2517 31999.0 0.703 7640 87 0.582 0.073 3.6164e-04 0.99964000
718246458 Existing Customer 53 M 3 Graduate Single $80K - $120K Blue 45 2 1 2 24262.0 1984 22278.0 0.805 8241 105 0.750 0.082 5.7151e-05 0.99994000
710822808 Existing Customer 51 M 0 College Single $80K - $120K Blue 33 1 3 1 34516.0 1228 33288.0 0.747 7854 89 0.648 0.036 9.0501e-05 0.99991000
791730183 Attrited Customer 38 F 2 College Unknown Less than $40K Blue 32 2 2 6 7385.0 1817 5568.0 1.029 5070 50 0.389 0.246 9.9896e-01 0.00103551
709722858 Existing Customer 50 M 1 Graduate Married $60K - $80K Blue 37 2 2 2 20708.0 1357 19351.0 0.852 8503 88 0.571 0.066 1.0684e-04 0.99989000
712582983 Attrited Customer 47 F 3 Graduate Married Less than $40K Silver 36 4 3 1 14057.0 1381 12676.0 1.039 4729 54 0.742 0.098 9.9026e-01 0.00974000
714999483 Existing Customer 38 M 4 Uneducated Unknown $80K - $120K Silver 36 2 1 2 34516.0 1132 33384.0 0.840 9389 106 0.797 0.033 5.3664e-05 0.99995000
711388458 Existing Customer 45 M 3 High School Married $60K - $80K Blue 36 2 5 1 17072.0 1519 15553.0 0.831 8591 99 0.707 0.089 1.2222e-04 0.99988000
796174983 Existing Customer 52 M 2 High School Single $80K - $120K Blue 46 2 3 3 25737.0 1168 24569.0 0.718 7722 94 0.469 0.045 2.9408e-04 0.99971000
712918083 Existing Customer 44 F 1 Unknown Single Less than $40K Blue 33 1 3 1 2211.0 768 1443.0 0.745 7527 88 0.660 0.347 1.1192e-04 0.99989000
715459158 Existing Customer 35 F 4 High School Unknown Unknown Blue 26 2 1 2 16950.0 0 16950.0 0.625 7821 97 0.672 0.000 5.6153e-05 0.99994000
712687083 Existing Customer 44 M 3 Graduate Married $60K - $80K Blue 24 1 1 3 15043.0 0 15043.0 0.649 7234 83 0.694 0.000 9.6126e-05 0.99990000
713003358 Attrited Customer 40 M 3 Graduate Single $80K - $120K Blue 30 2 2 2 29338.0 159 29179.0 1.017 4983 40 0.379 0.005 9.9161e-01 0.00839000
812443458 Existing Customer 57 M 4 Graduate Single $120K + Blue 52 2 3 2 25808.0 0 25808.0 0.712 7794 94 0.843 0.000 1.8864e-04 0.99981000
712984983 Existing Customer 43 F 2 Unknown Married Less than $40K Blue 30 1 3 2 2248.0 1853 395.0 0.666 7739 101 0.906 0.824 1.9771e-04 0.99980000
708826158 Existing Customer 45 F 4 Uneducated Divorced $40K - $60K Blue 27 2 2 1 3670.0 1684 1986.0 0.675 8608 100 0.515 0.459 7.4017e-05 0.99993000
788725608 Existing Customer 44 F 3 Graduate Single Less than $40K Blue 17 1 2 3 8861.0 1149 7712.0 0.718 8387 102 0.759 0.130 1.9864e-04 0.99980000
717559533 Existing Customer 47 M 3 Graduate Married $120K + Silver 42 1 3 1 34516.0 1161 33355.0 0.740 8212 100 0.695 0.034 1.0171e-04 0.99990000
720443358 Existing Customer 50 M 2 Unknown Married $60K - $80K Blue 36 1 3 1 8014.0 1250 6764.0 0.667 6950 84 0.585 0.156 1.1924e-04 0.99988000
806694333 Existing Customer 44 F 4 Unknown Married Less than $40K Blue 39 1 1 1 2771.0 1779 992.0 0.841 8268 73 0.698 0.642 3.8289e-05 0.99996000
709770408 Existing Customer 51 M 2 Graduate Married $120K + Silver 36 1 1 2 34516.0 1702 32814.0 0.705 8652 98 0.849 0.049 4.9765e-05 0.99995000
718259433 Attrited Customer 45 F 3 High School Married Unknown Blue 40 1 4 2 8383.0 0 8383.0 1.036 5460 63 0.853 0.000 9.9546e-01 0.00453868
770705208 Existing Customer 44 F 2 Unknown Single Less than $40K Gold 30 1 3 3 15365.0 630 14735.0 0.807 7890 91 0.685 0.041 3.8307e-04 0.99962000
720655833 Attrited Customer 48 F 4 High School Married Less than $40K Blue 30 2 3 2 2913.0 0 2913.0 1.058 4955 56 0.806 0.000 9.9458e-01 0.00542000
797898858 Existing Customer 40 F 2 Uneducated Single Less than $40K Blue 34 1 2 1 4748.0 2085 2663.0 0.615 7288 88 0.600 0.439 7.0576e-05 0.99993000
779548008 Existing Customer 50 M 2 Graduate Single $80K - $120K Silver 35 1 2 3 34516.0 0 34516.0 0.742 7745 83 0.729 0.000 1.7297e-04 0.99983000
718388733 Existing Customer 38 F 1 College Unknown Less than $40K Blue 32 2 3 3 2609.0 1259 1350.0 0.871 8677 96 0.627 0.483 2.7607e-04 0.99972000
711742758 Attrited Customer 43 F 5 College Single $40K - $60K Blue 32 2 3 1 11508.0 0 11508.0 1.005 5242 74 0.574 0.000 9.9090e-01 0.00910000
757863258 Existing Customer 45 F 4 Graduate Unknown Less than $40K Blue 38 2 2 1 2396.0 887 1509.0 0.604 7480 84 0.787 0.370 7.1987e-05 0.99993000
711947358 Existing Customer 49 M 4 Uneducated Married $120K + Blue 38 2 3 1 18991.0 1208 17783.0 0.727 7716 83 0.804 0.064 1.1697e-04 0.99988000
712157958 Attrited Customer 44 M 3 High School Married $80K - $120K Blue 36 1 3 2 10908.0 0 10908.0 0.983 4883 42 0.500 0.000 9.9452e-01 0.00548000
814760358 Existing Customer 53 M 3 Graduate Unknown $40K - $60K Blue 48 2 2 2 14627.0 1997 12630.0 0.718 7766 82 0.745 0.137 1.1811e-04 0.99988000
710192283 Existing Customer 46 M 4 Post-Graduate Married $40K - $60K Blue 36 1 2 2 2219.0 1180 1039.0 0.768 8686 91 0.625 0.532 1.4046e-04 0.99986000
718977483 Existing Customer 56 M 4 Graduate Single $80K - $120K Blue 46 2 3 1 25736.0 1388 24348.0 0.743 7209 91 0.596 0.054 1.1377e-04 0.99989000
712129158 Existing Customer 63 M 0 Uneducated Single $60K - $80K Blue 36 2 3 1 7997.0 1096 6901.0 0.716 7747 104 0.651 0.137 9.5711e-05 0.99990000
714880533 Existing Customer 40 M 5 Graduate Single $40K - $60K Blue 36 2 2 3 2849.0 1741 1108.0 0.791 8669 99 0.768 0.611 1.9764e-04 0.99980000
808287408 Existing Customer 45 M 5 Graduate Married $80K - $120K Blue 40 1 2 0 29227.0 1151 28076.0 0.730 8420 100 0.852 0.039 4.3347e-05 0.99996000
709619433 Existing Customer 52 M 2 Doctorate Married $120K + Blue 44 1 2 2 34516.0 1382 33134.0 0.856 8604 108 0.714 0.040 1.6471e-04 0.99984000
708881583 Existing Customer 50 M 2 Uneducated Married $40K - $60K Blue 43 1 3 1 12458.0 1332 11126.0 0.680 8752 95 0.863 0.107 1.1153e-04 0.99989000
711332883 Attrited Customer 62 M 1 High School Single $60K - $80K Blue 46 2 3 3 7547.0 2477 5070.0 1.021 5294 73 0.698 0.328 9.9639e-01 0.00360858
717696333 Attrited Customer 44 M 4 Unknown Married $120K + Blue 36 4 3 3 34516.0 0 34516.0 1.043 5425 60 0.875 0.000 9.9714e-01 0.00285845
820587258 Existing Customer 45 F 4 Graduate Married Less than $40K Silver 40 2 5 2 10677.0 0 10677.0 0.905 8637 94 0.808 0.000 1.9038e-04 0.99981000
768733533 Existing Customer 53 M 5 Uneducated Unknown $80K - $120K Blue 47 2 3 2 2340.0 1612 728.0 0.696 8851 88 0.833 0.689 1.9094e-04 0.99981000
779779083 Existing Customer 38 F 3 High School Single $40K - $60K Gold 26 2 2 1 23981.0 0 23981.0 0.741 7872 103 0.635 0.000 7.9774e-05 0.99992000
720735408 Existing Customer 44 F 4 Doctorate Married $40K - $60K Blue 30 1 3 1 6329.0 1643 4686.0 0.706 8514 109 0.730 0.260 1.6463e-04 0.99984000
819160158 Existing Customer 42 M 3 Uneducated Married $40K - $60K Blue 37 2 3 3 4960.0 1724 3236.0 0.879 8218 88 0.913 0.348 3.2275e-04 0.99968000
804601833 Existing Customer 44 M 2 High School Unknown $60K - $80K Silver 39 1 2 3 34516.0 1601 32915.0 0.686 7491 86 0.720 0.046 1.6815e-04 0.99983000
714823308 Existing Customer 55 F 3 College Single Less than $40K Gold 35 2 3 3 15987.0 1973 14014.0 0.705 7345 98 0.463 0.123 3.5160e-04 0.99965000
711577458 Existing Customer 52 F 1 Uneducated Single Less than $40K Blue 36 2 2 1 3244.0 1855 1389.0 0.700 8087 95 0.792 0.572 6.6245e-05 0.99993000
787539333 Existing Customer 48 M 4 Graduate Married $60K - $80K Blue 37 1 2 3 7298.0 2517 4781.0 0.838 7973 88 0.692 0.345 2.0077e-04 0.99980000
716806383 Existing Customer 48 M 4 Graduate Married $80K - $120K Blue 40 1 1 3 28307.0 1506 26801.0 0.818 9042 122 0.605 0.053 9.7154e-05 0.99990000
812230308 Existing Customer 47 M 2 Graduate Married $40K - $60K Blue 42 2 3 3 2430.0 1657 773.0 0.659 8444 100 0.449 0.682 3.0251e-04 0.99970000
778420383 Existing Customer 49 M 1 Graduate Married $120K + Blue 29 2 3 2 7650.0 2045 5605.0 0.891 8609 109 0.758 0.267 1.6883e-04 0.99983000
774012933 Existing Customer 47 F 3 College Divorced $40K - $60K Blue 41 1 2 1 6443.0 2073 4370.0 0.800 9277 92 0.769 0.322 6.9248e-05 0.99993000
718756533 Existing Customer 47 M 2 Uneducated Married $80K - $120K Blue 41 1 2 1 13356.0 1497 11859.0 0.753 8963 105 0.694 0.112 7.0576e-05 0.99993000
812224983 Existing Customer 56 M 2 Graduate Single $120K + Blue 51 1 1 2 4675.0 1340 3335.0 0.680 8037 100 0.852 0.287 5.5077e-05 0.99994000
714284358 Existing Customer 61 M 1 Uneducated Single $40K - $60K Blue 52 2 1 1 2177.0 1329 848.0 0.647 7037 82 0.745 0.610 3.2055e-05 0.99997000
709530408 Existing Customer 45 M 4 Doctorate Single $120K + Gold 36 1 3 1 34516.0 1411 33105.0 0.701 8007 96 0.778 0.041 1.8967e-04 0.99981000
750690258 Existing Customer 49 F 2 Graduate Married Less than $40K Blue 39 2 3 3 2821.0 1995 826.0 0.620 8220 103 0.635 0.707 3.0251e-04 0.99970000
716283108 Existing Customer 44 F 4 Uneducated Married Less than $40K Blue 36 2 2 3 6769.0 1133 5636.0 0.743 7986 88 0.600 0.167 2.0643e-04 0.99979000
718353633 Attrited Customer 50 M 1 Post-Graduate Unknown $80K - $120K Gold 36 2 3 2 34516.0 0 34516.0 1.032 5547 75 0.744 0.000 9.9565e-01 0.00434923
718528833 Existing Customer 51 M 1 High School Married $120K + Blue 43 2 3 2 30172.0 1825 28347.0 0.800 8879 101 0.578 0.060 1.6413e-04 0.99984000
718006608 Existing Customer 44 F 5 Uneducated Single Less than $40K Blue 36 1 3 1 7742.0 1163 6579.0 0.729 9081 100 0.852 0.150 1.1515e-04 0.99988000
710569233 Existing Customer 46 M 3 Unknown Single $80K - $120K Blue 35 2 1 1 11814.0 1440 10374.0 0.798 9185 100 0.695 0.122 3.7884e-05 0.99996000
718694658 Existing Customer 41 M 4 Unknown Married $80K - $120K Blue 32 2 1 3 28687.0 1607 27080.0 0.748 7523 90 0.636 0.056 1.0679e-04 0.99989000
779293308 Existing Customer 51 M 4 Graduate Married $60K - $80K Silver 33 1 3 3 25653.0 2059 23594.0 0.702 8305 103 0.746 0.080 2.8667e-04 0.99971000
718276758 Existing Customer 52 F 1 Graduate Single $40K - $60K Blue 40 2 1 2 4705.0 890 3815.0 0.723 8226 97 0.644 0.189 5.1697e-05 0.99995000
712654233 Existing Customer 39 M 3 High School Married $80K - $120K Blue 27 1 3 1 19150.0 1093 18057.0 0.716 8327 85 0.545 0.057 1.0943e-04 0.99989000
719296383 Existing Customer 38 M 2 High School Single $60K - $80K Gold 18 1 2 3 34516.0 1494 33022.0 0.588 7885 85 0.635 0.043 2.1440e-04 0.99979000
808279158 Existing Customer 51 M 3 Graduate Married $80K - $120K Blue 46 1 3 1 11765.0 1429 10336.0 0.817 8914 99 0.768 0.121 1.1256e-04 0.99989000
780497958 Existing Customer 41 M 3 High School Divorced $80K - $120K Blue 28 1 3 3 16627.0 2118 14509.0 0.589 7996 99 0.597 0.127 3.0516e-04 0.99969000
715519983 Existing Customer 43 M 2 Post-Graduate Married $60K - $80K Blue 34 1 1 3 13553.0 1448 12105.0 0.925 8751 94 0.808 0.107 1.0900e-04 0.99989000
708568983 Existing Customer 40 M 3 High School Married $60K - $80K Blue 28 2 3 1 11476.0 2365 9111.0 0.650 8110 113 0.766 0.206 1.0943e-04 0.99989000
823648983 Existing Customer 58 M 1 Uneducated Single $80K - $120K Blue 54 1 3 1 5182.0 1459 3723.0 0.720 7960 112 0.697 0.282 1.0469e-04 0.99990000
789412458 Attrited Customer 44 M 2 Post-Graduate Married $60K - $80K Blue 34 6 3 4 23026.0 2517 20509.0 1.032 4909 52 0.625 0.109 9.9836e-01 0.00164342
716837508 Existing Customer 48 M 4 Graduate Married $60K - $80K Blue 37 2 2 1 18477.0 0 18477.0 0.771 8695 95 0.583 0.000 7.1987e-05 0.99993000
711249858 Attrited Customer 49 M 4 Unknown Married $80K - $120K Blue 38 2 3 2 29890.0 0 29890.0 0.640 3315 47 0.382 0.000 9.9520e-01 0.00479863
712009083 Existing Customer 48 M 3 Unknown Unknown $60K - $80K Blue 36 2 1 2 8290.0 1030 7260.0 0.870 8980 93 0.755 0.124 6.2820e-05 0.99994000
720522633 Existing Customer 44 M 3 College Married $40K - $60K Silver 36 2 1 2 16199.0 1533 14666.0 0.855 8150 106 0.631 0.095 5.0206e-05 0.99995000
713071383 Existing Customer 54 F 1 Unknown Single Unknown Blue 36 1 3 3 3723.0 1728 1995.0 0.595 8554 99 0.678 0.464 3.1211e-04 0.99969000
712938258 Existing Customer 45 M 2 Graduate Single Less than $40K Silver 32 2 1 3 12695.0 1613 11082.0 0.852 8328 94 0.843 0.127 8.3703e-05 0.99992000
719071158 Attrited Customer 54 F 0 Graduate Single Unknown Platinum 38 2 2 2 34516.0 0 34516.0 0.695 3901 54 0.421 0.000 9.9414e-01 0.00586000
709046958 Existing Customer 46 M 2 Unknown Married $60K - $80K Silver 39 2 1 1 30379.0 2175 28204.0 0.670 9059 100 0.562 0.072 3.2988e-05 0.99997000
708748833 Existing Customer 37 F 3 Graduate Single $40K - $60K Blue 25 2 2 3 9875.0 1239 8636.0 0.939 8920 105 0.694 0.125 1.9864e-04 0.99980000
711364233 Existing Customer 41 M 4 Unknown Married $60K - $80K Platinum 26 1 1 2 34516.0 1559 32957.0 0.759 8888 104 0.763 0.045 1.1030e-04 0.99989000
712645908 Existing Customer 43 M 2 High School Married $60K - $80K Blue 37 1 3 3 2600.0 2047 553.0 0.749 8804 111 0.682 0.787 2.9408e-04 0.99971000
708428958 Existing Customer 39 M 2 Unknown Single $80K - $120K Gold 33 1 3 2 34516.0 0 34516.0 0.724 9179 113 0.766 0.000 2.2778e-04 0.99977000
719714658 Attrited Customer 61 M 0 Post-Graduate Single $60K - $80K Blue 43 5 3 2 12218.0 0 12218.0 1.005 5272 62 0.590 0.000 9.9453e-01 0.00547000
720874983 Existing Customer 51 M 3 Uneducated Married $80K - $120K Silver 37 1 2 1 34516.0 0 34516.0 0.814 8736 97 0.702 0.000 6.6172e-05 0.99993000
719180958 Existing Customer 48 F 2 Uneducated Divorced $40K - $60K Silver 39 2 2 2 21754.0 0 21754.0 0.830 9105 104 0.763 0.000 1.0574e-04 0.99989000
710360583 Existing Customer 46 M 2 Uneducated Single $60K - $80K Blue 35 1 1 0 8396.0 604 7792.0 0.827 8329 101 0.656 0.072 2.0889e-05 0.99998000
823848183 Existing Customer 39 F 1 Unknown Single Less than $40K Platinum 35 1 2 3 15987.0 1494 14493.0 0.731 8438 92 0.840 0.093 3.4309e-04 0.99966000
783121008 Existing Customer 55 F 0 Graduate Single Less than $40K Silver 49 1 2 3 12094.0 1870 10224.0 0.845 8285 106 0.738 0.155 1.4844e-04 0.99985000
789529158 Existing Customer 44 M 4 High School Single $60K - $80K Blue 36 1 1 3 2946.0 743 2203.0 0.827 8553 88 0.872 0.252 9.4447e-05 0.99991000
708500883 Existing Customer 48 M 2 Uneducated Single $40K - $60K Silver 40 2 3 2 17812.0 0 17812.0 0.750 8379 106 0.606 0.000 1.6711e-04 0.99983000
811965558 Existing Customer 46 F 4 College Single $40K - $60K Blue 41 2 3 3 13743.0 0 13743.0 0.947 9406 106 0.767 0.000 3.0845e-04 0.99969000
714383583 Existing Customer 39 F 2 Unknown Single $40K - $60K Gold 36 5 3 3 23981.0 1696 22285.0 0.837 8646 97 0.902 0.071 3.8307e-04 0.99962000
809425533 Existing Customer 45 F 2 Uneducated Divorced $40K - $60K Silver 40 5 2 2 15785.0 1174 14611.0 0.732 8097 105 0.842 0.074 1.0574e-04 0.99989000
716858433 Attrited Customer 43 F 4 Graduate Single Less than $40K Blue 32 4 3 1 3015.0 0 3015.0 1.058 5372 75 0.596 0.000 9.9129e-01 0.00871000
812534958 Existing Customer 40 F 3 High School Married $40K - $60K Silver 34 2 2 2 19000.0 1568 17432.0 0.688 8443 97 0.865 0.083 1.0374e-04 0.99990000
714052158 Attrited Customer 49 M 2 High School Married $120K + Blue 39 2 3 2 11714.0 949 10765.0 1.036 5366 68 0.659 0.081 9.9431e-01 0.00569000
780200208 Existing Customer 39 F 2 Unknown Single $40K - $60K Blue 29 2 2 2 11135.0 1563 9572.0 0.746 8777 112 0.778 0.140 1.2511e-04 0.99987000
711458583 Existing Customer 47 M 2 College Married $60K - $80K Silver 35 2 1 1 34516.0 1349 33167.0 0.674 8582 106 0.767 0.039 2.9177e-05 0.99997000
826451433 Existing Customer 42 M 4 Graduate Single $80K - $120K Silver 38 2 1 3 34516.0 2273 32243.0 0.860 8502 103 0.717 0.066 8.7785e-05 0.99991000
719740983 Existing Customer 44 F 1 Unknown Divorced Less than $40K Silver 34 1 1 3 13259.0 866 12393.0 0.810 8998 102 0.672 0.065 8.6360e-05 0.99991000
709019283 Existing Customer 47 M 1 College Married $80K - $120K Blue 39 2 3 1 5660.0 2210 3450.0 0.583 7867 100 0.695 0.390 9.8992e-05 0.99990000
710213508 Existing Customer 63 M 1 High School Single $60K - $80K Blue 54 2 3 3 23355.0 1061 22294.0 0.864 8634 95 0.900 0.045 2.7604e-04 0.99972000
710814633 Existing Customer 49 M 2 Uneducated Married $80K - $120K Blue 31 1 5 3 20734.0 2517 18217.0 0.888 8888 103 0.717 0.121 3.4740e-04 0.99965000
775267158 Existing Customer 43 F 3 Graduate Married $40K - $60K Blue 37 2 1 3 2476.0 1396 1080.0 0.838 8785 111 0.609 0.564 9.6126e-05 0.99990000
712268808 Existing Customer 55 M 4 Graduate Single $120K + Silver 36 2 2 3 34516.0 2443 32073.0 0.827 8765 105 0.721 0.071 1.8141e-04 0.99982000
720178158 Attrited Customer 46 F 4 High School Unknown Less than $40K Blue 37 5 3 3 7552.0 0 7552.0 1.047 5537 63 0.853 0.000 9.9677e-01 0.00323086
779805408 Existing Customer 42 M 3 Unknown Married Less than $40K Silver 31 1 1 1 14630.0 0 14630.0 0.752 8217 99 0.650 0.000 3.4230e-05 0.99997000
710958933 Attrited Customer 43 M 3 Graduate Single $40K - $60K Blue 35 5 3 2 6080.0 787 5293.0 0.975 4866 56 0.647 0.129 9.9467e-01 0.00533000
720698883 Attrited Customer 51 M 1 High School Single $80K - $120K Blue 38 2 3 3 28605.0 0 28605.0 1.054 5524 67 0.718 0.000 9.9639e-01 0.00360858
780384483 Attrited Customer 49 M 4 Unknown Unknown $80K - $120K Blue 39 2 2 2 2886.0 925 1961.0 0.946 5481 58 0.758 0.321 9.9244e-01 0.00756000
714190983 Attrited Customer 51 F 2 Graduate Single Unknown Platinum 32 2 3 3 34516.0 531 33985.0 0.980 5418 65 0.711 0.015 9.9810e-01 0.00189855
713808633 Existing Customer 31 F 0 Uneducated Divorced Less than $40K Silver 23 2 2 1 10850.0 1873 8977.0 0.995 13794 127 0.789 0.173 5.4722e-05 0.99995000
710295858 Existing Customer 43 M 4 Graduate Divorced $80K - $120K Blue 32 2 1 2 24244.0 1649 22595.0 0.776 8074 84 0.647 0.068 5.7762e-05 0.99994000
713209308 Existing Customer 59 M 0 Graduate Single $60K - $80K Blue 46 2 3 2 17218.0 1829 15389.0 0.638 7971 97 0.830 0.106 1.5435e-04 0.99985000
788709408 Existing Customer 41 F 2 Unknown Married Unknown Blue 21 2 3 1 14746.0 0 14746.0 0.857 14771 127 0.628 0.000 1.1924e-04 0.99988000
717757608 Existing Customer 53 M 2 College Single $120K + Gold 36 2 1 1 34516.0 1051 33465.0 0.863 8938 114 0.676 0.030 3.7203e-05 0.99996000
715300683 Existing Customer 39 M 1 Uneducated Single $80K - $120K Blue 36 1 1 3 34458.0 846 33612.0 0.817 8271 94 0.880 0.025 8.9404e-05 0.99991000
711436983 Existing Customer 57 M 3 Unknown Single $120K + Silver 49 1 2 1 34516.0 2517 31999.0 0.693 8596 102 0.672 0.073 7.0741e-05 0.99993000
789582483 Existing Customer 60 M 1 High School Divorced $40K - $60K Blue 53 2 3 3 9369.0 1813 7556.0 0.658 7699 101 0.629 0.194 2.7604e-04 0.99972000
790168083 Existing Customer 51 M 0 High School Unknown $80K - $120K Blue 44 2 2 3 22741.0 2176 20565.0 0.689 8438 100 0.887 0.096 1.5970e-04 0.99984000
742865883 Attrited Customer 46 F 3 Unknown Single $40K - $60K Blue 39 4 3 3 9110.0 2517 6593.0 1.052 5290 69 0.816 0.276 9.9711e-01 0.00288892
770848308 Existing Customer 45 M 2 Graduate Married $60K - $80K Platinum 31 2 2 1 34516.0 1308 33208.0 0.746 8773 105 0.780 0.038 1.1924e-04 0.99988000
713486583 Existing Customer 41 M 3 Graduate Married $60K - $80K Blue 29 2 2 1 17277.0 2151 15126.0 0.701 8838 97 0.732 0.125 7.1226e-05 0.99993000
708697983 Existing Customer 56 M 0 High School Unknown $120K + Blue 49 2 2 2 34516.0 2156 32360.0 0.698 8766 78 0.814 0.062 9.4951e-05 0.99991000
823539558 Existing Customer 39 F 3 Uneducated Single Unknown Silver 35 2 2 3 33565.0 1627 31938.0 0.660 8360 94 0.843 0.048 1.8455e-04 0.99982000
711339258 Existing Customer 49 F 3 Graduate Single $40K - $60K Silver 36 1 3 1 20176.0 2219 17957.0 0.693 8255 86 0.911 0.110 1.0171e-04 0.99990000
781171908 Existing Customer 45 M 3 Graduate Single $40K - $60K Blue 38 1 3 1 3751.0 1869 1882.0 0.926 9497 106 0.710 0.498 1.1256e-04 0.99989000
815582358 Existing Customer 47 F 5 Unknown Unknown Less than $40K Blue 42 2 1 2 2519.0 1584 935.0 0.760 8852 95 0.759 0.629 6.2502e-05 0.99994000
755212608 Attrited Customer 50 M 2 Unknown Married $40K - $60K Blue 43 4 3 3 13067.0 0 13067.0 1.061 5468 71 0.775 0.000 9.9700e-01 0.00299743
716486508 Attrited Customer 45 F 3 High School Married $40K - $60K Blue 37 6 2 2 3399.0 0 3399.0 0.991 5529 78 0.660 0.000 9.9137e-01 0.00863000
771674958 Existing Customer 45 M 2 High School Married $40K - $60K Blue 33 1 3 3 11529.0 1823 9706.0 0.727 8135 97 0.702 0.158 2.9408e-04 0.99971000
787909158 Existing Customer 40 F 3 Graduate Divorced Less than $40K Blue 31 1 3 2 8694.0 1117 7577.0 0.842 9523 105 0.694 0.128 1.8665e-04 0.99981000
717140733 Existing Customer 52 F 1 Graduate Single Less than $40K Blue 36 1 3 3 6616.0 831 5785.0 0.707 9065 85 0.735 0.126 2.8395e-04 0.99972000
799468083 Existing Customer 51 M 2 Graduate Married $40K - $60K Blue 45 2 2 2 11467.0 1146 10321.0 1.018 14373 97 0.764 0.100 1.1382e-04 0.99989000
718993533 Existing Customer 44 M 2 Graduate Unknown $80K - $120K Blue 37 2 3 0 15821.0 1334 14487.0 0.810 8927 103 0.635 0.084 6.6354e-05 0.99993000
713870958 Existing Customer 56 F 3 Uneducated Single Unknown Platinum 46 2 3 2 34516.0 0 34516.0 0.887 8416 93 0.632 0.000 3.3336e-04 0.99967000
709171308 Existing Customer 30 M 1 High School Married $60K - $80K Blue 16 1 3 3 15795.0 1742 14053.0 1.022 13173 96 0.846 0.110 2.7604e-04 0.99972000
798553158 Attrited Customer 62 F 1 Graduate Single Less than $40K Blue 56 1 2 1 3109.0 0 3109.0 1.054 5470 72 0.674 0.000 9.8472e-01 0.01528000
720819858 Existing Customer 47 F 4 Post-Graduate Single Less than $40K Blue 27 1 2 2 8837.0 2517 6320.0 0.618 8210 100 0.754 0.285 1.4046e-04 0.99986000
815078433 Existing Customer 42 F 4 Unknown Married Less than $40K Blue 37 2 1 3 6551.0 1718 4833.0 1.207 13363 99 0.623 0.262 1.0679e-04 0.99989000
710924658 Existing Customer 52 F 2 High School Single $40K - $60K Blue 36 1 2 2 2540.0 1093 1447.0 0.783 9339 99 0.737 0.430 1.1065e-04 0.99989000
709883883 Existing Customer 46 F 4 Uneducated Divorced Unknown Blue 34 2 3 1 8110.0 1549 6561.0 0.808 8033 94 0.649 0.191 1.1697e-04 0.99988000
718650258 Existing Customer 54 F 3 Graduate Single Unknown Blue 47 2 3 1 6146.0 2210 3936.0 0.905 12956 97 0.796 0.360 1.1256e-04 0.99989000
711613308 Attrited Customer 58 M 2 Unknown Single $60K - $80K Blue 48 2 1 2 2236.0 710 1526.0 0.434 2562 38 0.462 0.318 9.8375e-01 0.01625000
718558758 Attrited Customer 34 M 1 Unknown Single $80K - $120K Blue 22 1 2 2 3711.0 1413 2298.0 0.175 3922 51 0.645 0.381 9.9156e-01 0.00844000
718504233 Attrited Customer 43 F 4 Uneducated Married Less than $40K Blue 30 2 2 3 2082.0 1794 288.0 0.735 3423 48 0.920 0.862 9.9518e-01 0.00481999
709108533 Existing Customer 49 M 4 Graduate Married $80K - $120K Blue 29 2 2 3 9959.0 2216 7743.0 0.747 15139 90 0.837 0.223 2.0077e-04 0.99980000
713236458 Existing Customer 55 M 4 Unknown Single $60K - $80K Blue 48 2 2 3 18980.0 2517 16463.0 0.655 8295 113 0.687 0.133 2.2068e-04 0.99978000
714352533 Existing Customer 47 F 3 Graduate Married $40K - $60K Silver 29 1 2 2 15472.0 865 14607.0 0.756 14132 103 0.746 0.056 1.0672e-04 0.99989000
717353433 Existing Customer 50 F 2 Unknown Single Unknown Blue 42 1 3 3 21498.0 1542 19956.0 0.759 13015 104 0.857 0.072 3.3251e-04 0.99967000
813804783 Attrited Customer 41 F 1 High School Single $40K - $60K Blue 36 4 3 3 2667.0 0 2667.0 0.494 4399 54 0.862 0.000 9.9639e-01 0.00360858
771062733 Existing Customer 44 F 2 Graduate Single Less than $40K Blue 31 1 2 1 4291.0 1285 3006.0 0.846 15511 101 0.629 0.299 6.8640e-05 0.99993000
715649358 Attrited Customer 39 M 2 College Married $60K - $80K Blue 26 1 2 2 3879.0 0 3879.0 0.928 7786 81 0.929 0.000 9.9105e-01 0.00895000
713552958 Existing Customer 43 M 5 Graduate Unknown $60K - $80K Blue 28 1 3 1 12773.0 1637 11136.0 0.919 14833 114 0.583 0.128 1.1199e-04 0.99989000
715209333 Existing Customer 32 M 0 High School Single $60K - $80K Blue 36 1 1 1 6224.0 1965 4259.0 0.739 13630 124 0.699 0.316 2.7707e-05 0.99997000
769935783 Existing Customer 40 M 3 Unknown Single $60K - $80K Blue 34 2 2 1 9594.0 2517 7077.0 0.945 14213 100 0.786 0.262 7.8291e-05 0.99992000
815613033 Existing Customer 49 M 2 Unknown Married Less than $40K Silver 44 2 2 3 12518.0 1722 10796.0 0.891 14276 96 0.778 0.138 1.9013e-04 0.99981000
718732833 Attrited Customer 56 F 1 College Single Less than $40K Blue 48 4 2 2 2783.0 1763 1020.0 0.344 3967 42 0.400 0.633 9.9047e-01 0.00953000
816328308 Existing Customer 60 F 0 Graduate Married Less than $40K Blue 55 2 1 3 3773.0 0 3773.0 0.684 14264 118 0.873 0.000 7.9494e-05 0.99992000
711814608 Existing Customer 41 F 5 High School Married $40K - $60K Silver 36 2 1 1 19281.0 1805 17476.0 0.893 15423 110 0.692 0.094 3.0120e-05 0.99997000
803216433 Attrited Customer 43 F 5 Graduate Married Less than $40K Silver 33 6 3 2 14806.0 2517 12289.0 0.558 4804 57 0.462 0.170 9.9408e-01 0.00592000
710694033 Existing Customer 32 M 0 Graduate Divorced $40K - $60K Blue 36 2 1 1 7473.0 1253 6220.0 0.980 13400 104 0.733 0.168 2.8501e-05 0.99997000
709257708 Existing Customer 47 F 2 High School Single Less than $40K Blue 41 1 1 2 3108.0 1978 1130.0 0.917 14965 127 0.716 0.636 5.3542e-05 0.99995000
720174033 Existing Customer 46 M 3 Graduate Divorced $80K - $120K Blue 33 1 3 1 34516.0 975 33541.0 0.738 12871 104 0.552 0.028 1.1256e-04 0.99989000
820666083 Attrited Customer 41 M 2 Graduate Single $120K + Blue 37 5 3 4 27742.0 2517 25225.0 0.835 8646 85 0.977 0.091 9.9807e-01 0.00193323
712044558 Attrited Customer 51 F 1 Uneducated Single Less than $40K Silver 41 6 2 3 14563.0 1309 13254.0 0.708 6408 70 0.944 0.090 9.9405e-01 0.00595000
713131158 Attrited Customer 58 M 2 Uneducated Single $80K - $120K Blue 46 1 3 1 10286.0 0 10286.0 0.908 8199 59 0.903 0.000 9.9111e-01 0.00889000
803335008 Existing Customer 48 F 2 Graduate Divorced Unknown Blue 43 2 3 3 7791.0 1472 6319.0 0.979 13945 107 0.754 0.189 3.0251e-04 0.99970000
795869583 Existing Customer 53 F 3 Uneducated Married Less than $40K Blue 47 1 3 2 3733.0 1620 2113.0 0.765 15200 118 0.934 0.434 1.9191e-04 0.99981000
789535233 Existing Customer 52 M 1 Graduate Single $80K - $120K Silver 44 2 1 2 34516.0 1618 32898.0 1.000 11603 109 0.847 0.047 4.6711e-05 0.99995000
716441058 Existing Customer 45 F 4 High School Single Less than $40K Silver 36 2 5 2 14416.0 0 14416.0 0.788 13820 99 0.650 0.000 1.8508e-04 0.99981000
718113633 Attrited Customer 41 M 3 Uneducated Married $120K + Blue 36 1 2 3 34516.0 0 34516.0 0.377 5603 56 0.244 0.000 9.9513e-01 0.00487126
708908883 Existing Customer 37 F 2 Graduate Divorced Less than $40K Silver 32 1 3 2 12033.0 1025 11008.0 0.684 12603 106 0.893 0.085 1.6253e-04 0.99984000
712152408 Existing Customer 44 M 4 High School Single $60K - $80K Gold 29 1 2 1 34516.0 1930 32586.0 0.615 12478 97 0.764 0.056 8.0627e-05 0.99992000
708229308 Attrited Customer 49 F 2 Unknown Married Less than $40K Blue 41 5 2 2 3243.0 0 3243.0 0.685 6059 71 0.821 0.000 9.9207e-01 0.00793000
715351983 Existing Customer 32 F 2 Unknown Married Less than $40K Blue 20 1 3 2 9761.0 1470 8291.0 0.796 14334 97 0.732 0.151 1.9771e-04 0.99980000
798451908 Existing Customer 36 F 2 Graduate Married Less than $40K Blue 30 1 3 2 5723.0 0 5723.0 0.850 12403 120 0.690 0.000 1.7987e-04 0.99982000
794962983 Existing Customer 47 F 3 Graduate Divorced Less than $40K Blue 41 1 1 3 9947.0 2496 7451.0 0.802 14576 110 0.774 0.251 9.6126e-05 0.99990000
721000833 Existing Customer 49 M 0 Uneducated Married $60K - $80K Blue 38 1 3 2 3599.0 0 3599.0 0.738 13324 110 0.594 0.000 1.5871e-04 0.99984000
720086358 Existing Customer 58 M 2 Doctorate Married $120K + Blue 48 2 3 1 12648.0 1604 11044.0 0.719 14465 125 0.712 0.127 1.5697e-04 0.99984000
710064033 Attrited Customer 45 M 3 Uneducated Married $40K - $60K Blue 28 2 2 5 4572.0 0 4572.0 0.480 3555 42 0.400 0.000 9.9834e-01 0.00165524
780588258 Existing Customer 53 F 5 Unknown Married Less than $40K Blue 42 1 2 2 4021.0 1745 2276.0 0.784 14567 120 0.846 0.434 1.2916e-04 0.99987000
710833908 Existing Customer 45 M 5 High School Married $80K - $120K Blue 25 1 3 3 25601.0 1384 24217.0 0.745 12896 100 0.852 0.054 3.0361e-04 0.99970000
714449283 Existing Customer 44 M 4 Uneducated Unknown $80K - $120K Blue 36 1 3 1 25428.0 1528 23900.0 0.725 13360 97 0.796 0.060 1.1697e-04 0.99988000
772339383 Existing Customer 54 M 3 Post-Graduate Single $40K - $60K Blue 44 2 5 3 4216.0 1290 2926.0 0.860 13787 121 0.571 0.306 4.1252e-04 0.99959000
721382208 Existing Customer 38 F 2 High School Married $40K - $60K Blue 27 2 1 2 3140.0 2517 623.0 0.801 13677 122 0.821 0.802 5.3542e-05 0.99995000
779349783 Existing Customer 46 M 3 Doctorate Married $60K - $80K Blue 31 2 2 2 21161.0 1198 19963.0 0.783 13119 104 0.625 0.057 1.7091e-04 0.99983000
789450408 Existing Customer 41 F 2 Uneducated Married Unknown Blue 32 2 5 3 5877.0 1713 4164.0 0.791 15106 91 0.978 0.291 3.4740e-04 0.99965000
709210833 Existing Customer 48 F 2 Doctorate Married $40K - $60K Blue 36 1 2 2 9074.0 1648 7426.0 0.727 14084 110 0.803 0.182 1.6471e-04 0.99984000
821752908 Existing Customer 53 M 2 High School Single $60K - $80K Blue 49 2 3 2 4142.0 2252 1890.0 0.714 15078 117 0.746 0.544 1.7486e-04 0.99983000
789878283 Existing Customer 39 M 3 Graduate Married $40K - $60K Blue 29 2 2 2 3152.0 1174 1978.0 0.862 13670 117 0.857 0.372 1.1811e-04 0.99988000
709319658 Attrited Customer 48 F 4 Graduate Single Less than $40K Platinum 37 5 3 4 15987.0 0 15987.0 0.827 7681 71 0.690 0.000 9.9894e-01 0.00106195
719222133 Existing Customer 41 M 3 Graduate Single $40K - $60K Blue 36 2 3 2 8919.0 1723 7196.0 0.848 13719 96 0.714 0.193 1.8665e-04 0.99981000
715551783 Existing Customer 54 F 2 Uneducated Married Unknown Blue 42 1 1 3 24927.0 1273 23654.0 0.743 14603 113 0.687 0.051 9.5249e-05 0.99990000
712718958 Existing Customer 49 M 2 High School Divorced $40K - $60K Blue 36 2 1 1 3308.0 2150 1158.0 0.879 15019 101 0.656 0.650 3.2288e-05 0.99997000
709764483 Attrited Customer 61 M 1 Graduate Unknown $60K - $80K Blue 53 1 1 2 6157.0 581 5576.0 0.583 4041 65 0.548 0.094 9.8102e-01 0.01898000
783361533 Existing Customer 41 M 3 Unknown Married $60K - $80K Silver 35 2 3 2 33889.0 1203 32686.0 0.944 14954 112 0.623 0.035 1.8538e-04 0.99981000
717942033 Existing Customer 52 M 2 Uneducated Unknown $120K + Blue 42 1 1 3 33552.0 1252 32300.0 0.793 14490 98 0.815 0.037 9.5249e-05 0.99990000
817908783 Existing Customer 44 M 3 Unknown Single $120K + Silver 39 2 3 1 34516.0 2123 32393.0 0.801 14242 107 0.551 0.062 1.1180e-04 0.99989000
713708358 Existing Customer 33 F 3 Unknown Single $40K - $60K Silver 36 2 3 3 19594.0 971 18623.0 0.761 12429 111 0.542 0.050 3.1177e-04 0.99969000
713705358 Existing Customer 37 M 2 Graduate Single $60K - $80K Blue 28 2 6 1 7349.0 994 6355.0 0.864 13970 109 0.847 0.135 8.5631e-05 0.99991000
789551883 Existing Customer 52 F 3 Graduate Single $40K - $60K Blue 45 1 1 2 14803.0 985 13818.0 0.831 14426 87 0.642 0.067 5.7151e-05 0.99994000
812247033 Attrited Customer 51 F 3 Uneducated Married Less than $40K Blue 46 5 5 2 3536.0 0 3536.0 0.542 3281 39 0.393 0.000 9.9536e-01 0.00464271
717580458 Attrited Customer 43 M 4 Uneducated Divorced $80K - $120K Blue 36 2 3 2 19333.0 0 19333.0 0.969 7847 63 0.750 0.000 9.9487e-01 0.00513000
780551733 Existing Customer 54 F 1 High School Married Less than $40K Silver 44 2 2 3 11605.0 1470 10135.0 0.930 12592 117 0.800 0.127 1.5784e-04 0.99984000
719722308 Existing Customer 31 F 0 Uneducated Divorced Less than $40K Blue 22 2 1 3 3329.0 0 3329.0 0.641 13109 114 0.727 0.000 8.1736e-05 0.99992000
718328283 Existing Customer 40 F 4 High School Single Less than $40K Blue 36 2 1 3 3961.0 1531 2430.0 0.646 12631 100 0.852 0.387 9.4447e-05 0.99991000
826061508 Existing Customer 49 F 4 Uneducated Unknown Less than $40K Blue 45 1 3 1 5975.0 2045 3930.0 0.847 13090 102 0.672 0.342 1.1697e-04 0.99988000
715610733 Attrited Customer 60 M 1 Uneducated Married $40K - $60K Blue 47 6 1 5 3735.0 1175 2560.0 1.036 8193 66 0.650 0.315 9.9623e-01 0.00377382
710161083 Attrited Customer 62 F 0 Uneducated Single Less than $40K Blue 36 6 3 3 5780.0 0 5780.0 0.394 6613 40 0.429 0.000 9.9627e-01 0.00373147
712464933 Existing Customer 44 M 2 Graduate Married $80K - $120K Blue 36 2 2 2 19141.0 1933 17208.0 1.050 15203 114 0.781 0.101 1.1382e-04 0.99989000
768181608 Existing Customer 43 F 3 Graduate Unknown Less than $40K Blue 37 2 3 3 3461.0 1767 1694.0 0.829 13179 122 0.694 0.511 3.1390e-04 0.99969000
713869083 Existing Customer 56 M 2 High School Married $80K - $120K Blue 43 2 2 1 29394.0 1002 28392.0 0.935 14901 92 0.673 0.034 6.6728e-05 0.99993000
711465333 Existing Customer 35 M 4 High School Single $80K - $120K Blue 26 2 1 1 24250.0 0 24250.0 0.753 12593 99 0.768 0.000 3.3863e-05 0.99997000
719924433 Existing Customer 40 F 4 Graduate Married $40K - $60K Silver 32 1 2 3 16191.0 0 16191.0 0.967 13452 107 0.621 0.000 1.8141e-04 0.99982000
719248158 Existing Customer 52 M 2 High School Divorced $60K - $80K Blue 42 1 3 2 7261.0 1443 5818.0 0.972 14533 108 0.565 0.199 1.7486e-04 0.99983000
719944458 Existing Customer 29 M 0 High School Single $40K - $60K Blue 36 2 3 1 4023.0 1437 2586.0 0.690 12510 96 0.920 0.357 9.0493e-05 0.99991000
715799808 Attrited Customer 52 M 0 High School Single $60K - $80K Blue 39 4 3 2 3764.0 0 3764.0 0.776 6574 69 0.865 0.000 9.9338e-01 0.00662000
721264533 Existing Customer 49 F 3 Unknown Married Less than $40K Blue 36 1 1 3 3767.0 1106 2661.0 0.944 15578 126 0.826 0.294 1.0566e-04 0.99989000
711838008 Attrited Customer 37 M 3 Graduate Married $60K - $80K Blue 28 2 3 2 6407.0 478 5929.0 1.022 9322 77 0.833 0.075 9.9467e-01 0.00533000
711826983 Attrited Customer 47 F 3 Unknown Married $40K - $60K Blue 36 4 3 6 5822.0 0 5822.0 0.655 3240 38 0.652 0.000 9.9944e-01 0.00055875
719413383 Existing Customer 32 M 1 Uneducated Single $60K - $80K Silver 36 2 3 1 33711.0 1437 32274.0 0.942 14880 134 0.654 0.043 9.4595e-05 0.99991000
712990458 Existing Customer 44 F 3 Graduate Married Unknown Silver 34 2 2 1 31699.0 1976 29723.0 0.811 13653 113 0.687 0.062 6.4357e-05 0.99994000
789594108 Existing Customer 47 M 5 College Single $80K - $120K Blue 41 1 1 3 3429.0 1779 1650.0 0.938 14107 99 0.650 0.519 9.2982e-05 0.99991000
718764708 Existing Customer 45 M 3 Graduate Unknown $120K + Blue 36 1 4 3 8858.0 1359 7499.0 0.741 14223 103 0.776 0.153 3.7935e-04 0.99962000
820271208 Existing Customer 46 M 2 Graduate Divorced $60K - $80K Blue 41 2 2 3 7064.0 1234 5830.0 0.955 13791 103 0.585 0.175 1.9143e-04 0.99981000
708369633 Attrited Customer 34 F 3 Graduate Married Less than $40K Gold 36 6 3 2 15487.0 1847 13640.0 0.943 7031 67 0.811 0.119 9.9537e-01 0.00462792
712055433 Existing Customer 39 F 4 High School Married Less than $40K Blue 36 2 2 1 3600.0 2072 1528.0 0.940 14137 116 0.966 0.576 6.9982e-05 0.99993000
721114458 Existing Customer 46 M 4 College Single $120K + Blue 36 1 2 2 34516.0 585 33931.0 0.802 14319 96 0.655 0.017 1.1605e-04 0.99988000
714959358 Attrited Customer 50 M 3 High School Married $80K - $120K Silver 36 5 3 3 34516.0 2292 32224.0 0.876 8045 71 0.868 0.066 9.9639e-01 0.00361254
708396033 Existing Customer 45 F 2 Uneducated Married Less than $40K Blue 27 1 2 2 2490.0 1059 1431.0 0.715 12257 101 0.772 0.425 1.1703e-04 0.99988000
719593608 Attrited Customer 56 M 1 Uneducated Married $80K - $120K Blue 36 6 2 1 33870.0 0 33870.0 0.872 7661 61 0.525 0.000 9.8513e-01 0.01487000
715830558 Attrited Customer 50 M 2 Uneducated Unknown $120K + Blue 38 6 2 1 34516.0 397 34119.0 0.914 7454 81 0.841 0.012 9.8603e-01 0.01397000
716406483 Existing Customer 30 M 0 Unknown Single $60K - $80K Blue 20 1 3 3 23760.0 1349 22411.0 0.961 13124 103 0.746 0.057 2.8535e-04 0.99971000
714941358 Attrited Customer 53 F 4 Graduate Married Less than $40K Blue 36 2 3 6 4005.0 0 4005.0 0.896 7022 75 0.667 0.000 9.9939e-01 0.00060765
716088783 Attrited Customer 60 M 0 College Married $80K - $120K Blue 50 1 4 2 29239.0 0 29239.0 1.057 8169 65 0.585 0.000 9.9452e-01 0.00548000
718458858 Attrited Customer 41 M 4 Graduate Single $80K - $120K Silver 29 2 3 6 34516.0 0 34516.0 0.434 3526 53 0.828 0.000 9.9933e-01 0.00067247
715754133 Existing Customer 42 F 3 Graduate Single Less than $40K Blue 32 2 2 3 3391.0 1359 2032.0 0.662 13212 107 0.646 0.401 1.9864e-04 0.99980000
715630983 Attrited Customer 31 F 0 Graduate Single Less than $40K Blue 21 4 2 3 4598.0 0 4598.0 0.439 6317 77 0.833 0.000 9.9395e-01 0.00605000
712768983 Attrited Customer 51 M 4 Graduate Single $80K - $120K Silver 42 6 4 2 34516.0 230 34286.0 1.004 8629 65 0.548 0.007 9.9517e-01 0.00483011
716881683 Attrited Customer 45 M 5 Uneducated Married $80K - $120K Blue 34 2 3 3 3435.0 2517 918.0 0.332 5567 51 0.545 0.733 9.9690e-01 0.00310348
711108408 Existing Customer 55 M 2 Uneducated Single $60K - $80K Blue 36 2 1 1 17540.0 1337 16203.0 0.734 14244 96 0.600 0.076 3.4150e-05 0.99997000
717565233 Existing Customer 51 M 3 Doctorate Single $80K - $120K Blue 38 2 3 2 31346.0 1318 30028.0 0.862 13303 92 0.804 0.042 2.7008e-04 0.99973000
789539058 Existing Customer 28 M 0 Uneducated Single Less than $40K Blue 20 1 1 3 4342.0 893 3449.0 0.878 17064 116 0.758 0.206 8.1736e-05 0.99992000
768643158 Existing Customer 44 F 5 Graduate Divorced Less than $40K Blue 38 2 1 3 3842.0 2459 1383.0 0.691 13598 119 0.725 0.640 9.5638e-05 0.99990000
721530633 Existing Customer 51 F 2 Graduate Single $40K - $60K Blue 36 1 1 1 3785.0 1329 2456.0 0.864 15209 104 0.891 0.351 3.3214e-05 0.99997000
721188033 Existing Customer 48 M 5 College Married Less than $40K Blue 39 2 3 1 6797.0 2239 4558.0 0.922 16171 112 0.778 0.329 1.0888e-04 0.99989000
810261633 Existing Customer 44 M 4 Graduate Single $60K - $80K Blue 39 2 2 3 9682.0 1727 7955.0 0.880 14991 95 0.900 0.178 2.0077e-04 0.99980000
717529233 Attrited Customer 40 F 3 Graduate Single Less than $40K Blue 30 4 3 2 3319.0 0 3319.0 0.262 4840 44 0.375 0.000 9.9467e-01 0.00533000
719365233 Existing Customer 34 M 4 Unknown Single Less than $40K Blue 23 1 3 2 7664.0 1785 5879.0 0.947 15077 126 0.800 0.233 2.0735e-04 0.99979000
720943308 Existing Customer 47 M 3 Graduate Single $60K - $80K Silver 36 1 1 2 30498.0 1990 28508.0 0.839 16202 120 0.791 0.065 5.1640e-05 0.99995000
714425283 Existing Customer 50 F 2 High School Married Unknown Blue 40 2 3 2 19962.0 0 19962.0 0.984 14703 119 0.859 0.000 1.7486e-04 0.99983000
711794358 Attrited Customer 61 M 0 College Single $80K - $120K Blue 50 2 4 3 21398.0 0 21398.0 0.695 3119 53 0.767 0.000 9.9673e-01 0.00326683
719683158 Attrited Customer 56 F 2 Unknown Married Less than $40K Blue 48 2 4 2 4746.0 0 4746.0 0.862 7154 66 1.062 0.000 9.9583e-01 0.00416681
709406733 Existing Customer 46 M 3 Graduate Divorced $80K - $120K Blue 36 2 2 1 20434.0 1504 18930.0 0.725 13280 106 0.656 0.074 7.1226e-05 0.99993000
708572658 Existing Customer 49 M 5 Graduate Married $60K - $80K Silver 38 1 1 2 29531.0 2088 27443.0 0.843 15039 120 0.690 0.071 5.1378e-05 0.99995000
714001008 Existing Customer 56 M 1 Uneducated Divorced $120K + Blue 36 1 1 2 3730.0 0 3730.0 0.732 13997 102 0.619 0.000 5.3155e-05 0.99995000
712833633 Existing Customer 41 M 2 Post-Graduate Married $40K - $60K Blue 36 2 1 3 10688.0 653 10035.0 0.682 13866 98 0.508 0.061 1.0900e-04 0.99989000
716260833 Attrited Customer 56 F 5 Unknown Single Less than $40K Blue 36 6 3 5 4668.0 2517 2151.0 1.062 8331 63 0.853 0.539 9.9901e-01 0.00098535
708863733 Existing Customer 35 M 3 Unknown Single $40K - $60K Gold 19 1 1 3 22725.0 808 21917.0 0.779 13847 120 0.875 0.036 1.2173e-04 0.99988000
717076458 Existing Customer 40 M 3 Unknown Single $40K - $60K Blue 36 1 3 1 8155.0 1178 6977.0 0.829 14955 102 0.925 0.144 1.2373e-04 0.99988000
712412958 Existing Customer 41 F 3 Doctorate Married $40K - $60K Silver 33 1 1 2 18266.0 822 17444.0 0.875 14615 124 0.797 0.045 7.4729e-05 0.99993000
720535008 Existing Customer 46 M 4 Uneducated Single $80K - $120K Blue 36 1 2 3 10492.0 1094 9398.0 0.915 13764 104 0.733 0.104 2.0643e-04 0.99979000
711578658 Existing Customer 56 F 2 High School Married $40K - $60K Blue 49 1 3 3 6380.0 2517 3863.0 0.706 13945 97 1.064 0.395 2.9408e-04 0.99971000
709373883 Existing Customer 37 F 5 Unknown Married $40K - $60K Silver 36 1 1 2 19055.0 2517 16538.0 0.915 15091 124 0.676 0.132 5.6474e-05 0.99994000
780730008 Existing Customer 51 M 2 College Single $120K + Blue 36 2 2 2 3477.0 752 2725.0 0.703 13627 120 0.739 0.216 1.1066e-04 0.99989000
824816358 Existing Customer 36 F 1 Uneducated Single Less than $40K Blue 32 2 3 2 3277.0 0 3277.0 0.840 14252 127 0.649 0.000 1.7360e-04 0.99983000
716106108 Existing Customer 49 M 4 Post-Graduate Married $120K + Silver 41 2 3 2 34516.0 0 34516.0 0.663 13376 129 0.720 0.000 2.0056e-04 0.99980000
709807383 Existing Customer 35 F 2 Unknown Married Less than $40K Blue 22 1 1 1 3616.0 1155 2461.0 0.727 15391 94 0.593 0.319 3.6508e-05 0.99996000
716430933 Existing Customer 46 F 4 Unknown Single Less than $40K Blue 36 2 1 2 3973.0 0 3973.0 0.890 13740 131 0.819 0.000 6.3492e-05 0.99994000
789866133 Existing Customer 45 F 3 Graduate Unknown $40K - $60K Blue 35 2 3 2 4318.0 2359 1959.0 0.993 12867 118 0.573 0.546 1.8665e-04 0.99981000
718634058 Existing Customer 48 F 2 High School Unknown Unknown Blue 31 2 2 1 7660.0 764 6896.0 0.877 14844 100 0.695 0.100 6.6728e-05 0.99993000
715129983 Existing Customer 46 F 3 Graduate Divorced Unknown Blue 36 1 3 2 3515.0 0 3515.0 0.876 15079 116 0.841 0.000 1.8665e-04 0.99981000
717177783 Existing Customer 36 F 0 Unknown Married Less than $40K Silver 19 1 2 3 13313.0 0 13313.0 1.080 15549 121 0.833 0.000 1.6316e-04 0.99984000
719694408 Attrited Customer 30 F 1 College Single Less than $40K Blue 36 4 3 6 4541.0 0 4541.0 0.976 7996 80 0.778 0.000 9.9930e-01 0.00069828
806992533 Existing Customer 49 F 1 Graduate Married Less than $40K Blue 44 2 1 1 8284.0 797 7487.0 0.824 13092 102 0.569 0.096 3.1176e-05 0.99997000
718045008 Attrited Customer 31 M 0 Post-Graduate Married Less than $40K Blue 21 1 2 2 3768.0 0 3768.0 0.799 6639 71 1.152 0.000 9.9137e-01 0.00863000
711010683 Existing Customer 35 M 3 High School Married $40K - $60K Blue 27 1 2 3 14382.0 1950 12432.0 0.578 12941 131 0.819 0.136 1.9311e-04 0.99981000
714759708 Existing Customer 54 F 1 High School Single Unknown Blue 36 2 2 3 10798.0 1378 9420.0 0.631 13681 105 0.810 0.128 1.7468e-04 0.99983000
718801158 Existing Customer 49 M 3 Graduate Single $40K - $60K Gold 36 2 2 2 23981.0 1408 22573.0 0.844 14455 96 0.846 0.059 1.3607e-04 0.99986000
712256358 Existing Customer 40 M 3 Graduate Married $60K - $80K Blue 23 1 3 1 22729.0 1581 21148.0 1.025 13672 110 0.746 0.070 1.1256e-04 0.99989000
779803008 Existing Customer 41 F 2 High School Single Unknown Blue 30 2 2 1 27670.0 0 27670.0 0.645 13854 124 0.797 0.000 6.6728e-05 0.99993000
710968008 Existing Customer 37 F 4 Uneducated Married Less than $40K Blue 26 2 1 2 3423.0 647 2776.0 0.730 14308 124 0.722 0.189 5.9391e-05 0.99994000
771584658 Existing Customer 46 F 4 Unknown Single Unknown Silver 34 1 2 3 33874.0 1473 32401.0 0.803 13753 98 0.849 0.043 1.9940e-04 0.99980000
718102758 Existing Customer 61 F 0 High School Married Less than $40K Blue 36 2 1 3 3175.0 1116 2059.0 0.978 14071 101 0.683 0.351 7.7279e-05 0.99992000
811076883 Attrited Customer 45 M 3 Graduate Married $40K - $60K Blue 40 1 4 3 7979.0 0 7979.0 0.465 5056 63 0.853 0.000 9.9737e-01 0.00262820
770970558 Existing Customer 41 M 2 Unknown Single $80K - $120K Blue 28 1 2 3 13679.0 2267 11412.0 1.232 15180 103 0.689 0.166 2.1042e-04 0.99979000
758863383 Existing Customer 47 F 2 Uneducated Unknown Less than $40K Silver 36 1 3 2 14767.0 948 13819.0 0.999 13090 104 0.625 0.064 1.6711e-04 0.99983000
716863458 Attrited Customer 44 M 2 Uneducated Single $80K - $120K Silver 36 2 3 3 34516.0 569 33947.0 0.919 8570 68 0.789 0.016 9.9646e-01 0.00354449
766821033 Attrited Customer 61 M 0 Unknown Single $120K + Blue 46 6 3 3 4650.0 1162 3488.0 0.820 7976 74 1.056 0.250 9.9651e-01 0.00349130
814590483 Existing Customer 45 F 2 Graduate Married $40K - $60K Blue 40 1 3 3 3592.0 865 2727.0 0.663 12777 95 0.727 0.241 3.0251e-04 0.99970000
773283108 Existing Customer 31 M 0 High School Married $60K - $80K Silver 24 1 1 3 32535.0 1722 30813.0 0.856 15738 116 0.657 0.053 6.9827e-05 0.99993000
721006458 Existing Customer 42 M 2 Unknown Single $120K + Blue 35 2 1 3 3214.0 1471 1743.0 0.933 14557 114 0.652 0.458 1.0183e-04 0.99990000
714615258 Attrited Customer 32 M 1 High School Single $40K - $60K Blue 36 6 3 2 4819.0 2134 2685.0 0.834 9330 64 0.882 0.443 9.9395e-01 0.00605000
788687133 Existing Customer 42 M 2 Graduate Married $80K - $120K Blue 31 2 3 1 16433.0 0 16433.0 0.791 13678 125 0.736 0.000 1.0848e-04 0.99989000
820108008 Existing Customer 49 M 4 Unknown Married $80K - $120K Blue 44 2 3 3 12174.0 1361 10813.0 1.048 14743 121 0.729 0.112 3.4872e-04 0.99965000
717781608 Existing Customer 52 F 3 Graduate Married Less than $40K Blue 40 2 2 1 9230.0 1518 7712.0 0.774 14082 99 0.833 0.164 7.1226e-05 0.99993000
720136458 Existing Customer 39 M 3 Post-Graduate Married $60K - $80K Blue 36 2 2 3 6867.0 776 6091.0 0.715 14119 97 0.764 0.113 2.3373e-04 0.99977000
716247708 Existing Customer 51 M 4 College Single $120K + Gold 33 2 2 2 34516.0 1848 32668.0 0.775 14149 103 0.689 0.054 1.3371e-04 0.99987000
714968208 Existing Customer 52 M 2 High School Married $80K - $120K Blue 36 2 3 1 18046.0 0 18046.0 0.819 13758 104 0.677 0.000 1.0545e-04 0.99989000
719913783 Existing Customer 40 M 3 Graduate Single $40K - $60K Blue 27 2 2 3 7680.0 1589 6091.0 0.688 13617 105 0.721 0.207 1.9864e-04 0.99980000
720621408 Existing Customer 38 F 2 Uneducated Married Less than $40K Blue 36 2 3 2 7825.0 0 7825.0 0.724 14326 100 0.786 0.000 1.8494e-04 0.99982000
721169883 Existing Customer 41 M 5 College Married $60K - $80K Blue 31 1 3 2 5002.0 1945 3057.0 1.035 16161 109 0.787 0.389 1.8054e-04 0.99982000
719324658 Existing Customer 27 M 0 College Unknown $80K - $120K Silver 19 1 1 3 34516.0 1131 33385.0 0.715 14716 112 0.750 0.033 6.9833e-05 0.99993000
714577233 Existing Customer 50 F 3 Graduate Married $40K - $60K Blue 41 2 3 1 4755.0 0 4755.0 0.776 15999 109 0.730 0.000 1.1256e-04 0.99989000
712367658 Existing Customer 58 M 1 Uneducated Single $80K - $120K Blue 40 1 3 0 22104.0 1783 20321.0 0.805 13830 112 0.806 0.081 6.4038e-05 0.99994000
803655333 Existing Customer 53 M 2 Post-Graduate Single $60K - $80K Silver 47 1 3 3 29038.0 2295 26743.0 0.657 12025 103 0.807 0.079 3.2162e-04 0.99968000
710455608 Attrited Customer 40 M 3 High School Single $80K - $120K Blue 36 2 3 2 4620.0 0 4620.0 0.654 6644 61 0.694 0.000 9.9452e-01 0.00548000
711328458 Existing Customer 58 M 1 High School Married $80K - $120K Blue 50 1 1 3 34516.0 1341 33175.0 0.812 13988 127 0.789 0.039 8.4530e-05 0.99992000
708123033 Existing Customer 41 F 3 Graduate Single Less than $40K Silver 30 2 1 1 11463.0 0 11463.0 0.908 14511 105 0.721 0.000 3.1141e-05 0.99997000
713514633 Attrited Customer 59 M 2 Graduate Single $60K - $80K Blue 50 2 4 2 6224.0 0 6224.0 0.801 8291 69 1.029 0.000 9.9542e-01 0.00457826
710745633 Existing Customer 53 M 1 Unknown Married $120K + Blue 36 2 3 3 19252.0 751 18501.0 0.814 14074 112 0.623 0.039 3.1211e-04 0.99969000
710374008 Existing Customer 53 M 1 Graduate Single $80K - $120K Blue 47 1 1 2 34516.0 1583 32933.0 0.631 12906 100 0.639 0.046 5.1697e-05 0.99995000
772166058 Existing Customer 31 M 1 Unknown Single $40K - $60K Blue 20 1 2 3 3232.0 1564 1668.0 0.969 13142 112 0.750 0.484 1.9751e-04 0.99980000
715017858 Existing Customer 44 M 2 Uneducated Married $120K + Platinum 36 2 1 3 34516.0 1421 33095.0 0.744 14465 114 0.754 0.041 1.6547e-04 0.99983000
717571683 Attrited Customer 47 F 4 Uneducated Married $40K - $60K Gold 34 2 3 3 23981.0 0 23981.0 0.196 4536 61 0.605 0.000 9.9735e-01 0.00265290
743420208 Existing Customer 47 F 2 College Single Less than $40K Blue 40 2 2 2 4822.0 1882 2940.0 0.833 13816 121 0.891 0.390 1.1066e-04 0.99989000
716201883 Existing Customer 46 M 2 Graduate Unknown $120K + Silver 39 2 2 3 34516.0 1381 33135.0 0.949 14696 114 0.966 0.040 1.7297e-04 0.99983000
714593883 Existing Customer 53 F 2 Graduate Married Less than $40K Silver 45 1 2 1 12100.0 1350 10750.0 0.854 13138 115 0.667 0.112 6.2021e-05 0.99994000
711003483 Existing Customer 40 M 3 Unknown Divorced $60K - $80K Blue 24 2 3 3 20466.0 1138 19328.0 0.868 15121 97 0.540 0.056 3.4503e-04 0.99965000
819628158 Existing Customer 42 M 3 Graduate Single $60K - $80K Blue 37 2 3 1 17887.0 1821 16066.0 0.687 14544 116 1.148 0.102 1.1256e-04 0.99989000
712021233 Attrited Customer 33 M 3 Graduate Married $60K - $80K Blue 15 5 1 3 23399.0 0 23399.0 1.051 9356 74 0.850 0.000 9.8971e-01 0.01029000
708573933 Existing Customer 45 F 2 Unknown Single Less than $40K Silver 36 2 2 3 13026.0 789 12237.0 0.740 14747 100 0.724 0.061 1.9013e-04 0.99981000
710758683 Existing Customer 61 F 1 Graduate Unknown $40K - $60K Silver 48 2 3 3 15698.0 2000 13698.0 0.749 12980 82 0.640 0.127 2.5657e-04 0.99974000
718288833 Existing Customer 31 M 1 Unknown Married $40K - $60K Blue 36 1 3 3 5590.0 875 4715.0 0.860 14643 127 0.764 0.157 3.1211e-04 0.99969000
708873183 Existing Customer 47 M 2 Post-Graduate Single $60K - $80K Blue 39 1 3 2 17575.0 618 16957.0 0.917 15473 128 0.684 0.035 2.1165e-04 0.99979000
766224933 Existing Customer 46 M 2 Graduate Married $80K - $120K Blue 39 1 1 1 29528.0 1769 27759.0 0.771 14428 119 0.700 0.060 3.3214e-05 0.99997000
771626283 Existing Customer 54 M 2 Post-Graduate Married $60K - $80K Platinum 42 1 3 1 34516.0 1996 32520.0 0.988 15033 114 0.810 0.058 2.2173e-04 0.99978000
720372483 Existing Customer 60 F 0 High School Married Less than $40K Blue 36 1 1 3 4147.0 2262 1885.0 0.565 14624 111 0.790 0.545 7.7279e-05 0.99992000
712916958 Attrited Customer 55 F 2 Graduate Married Unknown Blue 36 5 3 2 12494.0 0 12494.0 0.576 7026 69 0.917 0.000 9.9447e-01 0.00553000
716124408 Attrited Customer 32 M 2 Graduate Single $120K + Gold 22 2 2 3 34516.0 1692 32824.0 0.983 7486 64 0.730 0.049 9.9549e-01 0.00451271
714128283 Existing Customer 49 F 1 Unknown Married Less than $40K Silver 40 2 3 2 13411.0 1736 11675.0 0.841 12493 113 0.738 0.129 1.6768e-04 0.99983000
708163758 Existing Customer 41 M 3 Unknown Married $120K + Blue 33 2 4 3 34516.0 638 33878.0 0.724 13085 139 0.675 0.018 4.1696e-04 0.99958000
716979183 Existing Customer 45 M 2 College Married $60K - $80K Blue 34 1 1 2 17646.0 1396 16250.0 0.851 15527 106 0.893 0.079 5.3547e-05 0.99995000
716480358 Existing Customer 45 M 3 Uneducated Single $60K - $80K Blue 36 2 2 1 11121.0 1296 9825.0 0.789 13814 81 1.025 0.117 7.3235e-05 0.99993000
800758233 Attrited Customer 30 M 0 College Single $60K - $80K Blue 24 6 2 2 4109.0 0 4109.0 0.949 8642 77 0.481 0.000 9.8958e-01 0.01042000
720413658 Existing Customer 44 M 2 High School Married $120K + Blue 31 2 1 3 6176.0 905 5271.0 0.805 15102 95 0.792 0.147 9.0056e-05 0.99991000
715832058 Existing Customer 40 F 5 Graduate Unknown Less than $40K Blue 36 2 2 3 4512.0 1172 3340.0 0.706 14414 98 0.815 0.260 1.9764e-04 0.99980000
716323683 Existing Customer 31 M 0 Graduate Married $80K - $120K Blue 36 2 3 3 32791.0 1607 31184.0 0.752 13177 106 0.738 0.049 2.5960e-04 0.99974000
819616383 Existing Customer 40 F 3 Uneducated Divorced Less than $40K Blue 35 2 3 3 4772.0 2004 2768.0 0.696 14748 118 0.761 0.420 3.2275e-04 0.99968000
771069033 Existing Customer 56 M 1 Unknown Unknown $60K - $80K Blue 43 2 2 3 10602.0 1083 9519.0 0.656 14084 91 0.750 0.102 1.9751e-04 0.99980000
821241708 Attrited Customer 47 M 4 Unknown Unknown $80K - $120K Blue 42 1 4 1 7953.0 0 7953.0 1.031 8670 74 0.574 0.000 9.9343e-01 0.00657000
716987358 Attrited Customer 29 M 0 Post-Graduate Divorced $60K - $80K Blue 15 2 1 3 8022.0 0 8022.0 0.381 5660 59 0.735 0.000 9.8942e-01 0.01058000
710300733 Existing Customer 38 M 3 High School Single $120K + Blue 27 2 4 1 34516.0 0 34516.0 0.919 13781 106 0.797 0.000 1.3224e-04 0.99987000
712497783 Existing Customer 56 F 2 Unknown Married Less than $40K Blue 48 1 2 3 9092.0 1363 7729.0 0.830 14779 94 0.843 0.150 2.1042e-04 0.99979000
709259958 Attrited Customer 53 F 1 Graduate Single Less than $40K Blue 44 1 3 2 5541.0 2517 3024.0 0.879 9195 73 0.825 0.454 9.9411e-01 0.00589000
716296833 Existing Customer 56 M 0 Doctorate Single $80K - $120K Blue 47 2 1 2 7204.0 0 7204.0 0.803 14042 113 0.766 0.000 6.8395e-05 0.99993000
715728108 Existing Customer 27 F 0 Graduate Unknown Less than $40K Blue 36 1 1 2 4548.0 1450 3098.0 0.844 14330 131 0.638 0.319 4.7263e-05 0.99995000
771507258 Existing Customer 38 F 2 Graduate Single Less than $40K Blue 26 1 2 1 3860.0 1175 2685.0 0.734 14474 118 0.710 0.304 6.8640e-05 0.99993000
713758758 Existing Customer 48 M 2 High School Married Less than $40K Silver 36 2 2 2 14581.0 2517 12064.0 0.776 17628 109 0.817 0.173 9.9979e-05 0.99990000
779809908 Existing Customer 44 F 3 High School Single Less than $40K Blue 34 2 2 2 3084.0 0 3084.0 0.861 12739 96 0.882 0.000 1.1482e-04 0.99989000
816310158 Existing Customer 49 M 4 Uneducated Unknown $60K - $80K Blue 44 1 3 2 12375.0 2263 10112.0 1.044 14500 106 0.582 0.183 1.9396e-04 0.99981000
780349833 Existing Customer 36 M 2 College Married $40K - $60K Gold 23 1 1 3 23981.0 0 23981.0 0.827 15236 120 0.875 0.000 1.0376e-04 0.99990000
818235408 Existing Customer 30 M 0 College Married $60K - $80K Blue 25 2 3 1 19534.0 0 19534.0 0.616 15634 118 0.639 0.000 9.0501e-05 0.99991000
709213458 Attrited Customer 42 M 3 High School Married $80K - $120K Blue 36 1 3 2 22993.0 0 22993.0 1.004 7867 75 0.786 0.000 9.9452e-01 0.00548000
719634408 Existing Customer 51 M 2 Unknown Single $120K + Silver 31 2 2 2 34516.0 585 33931.0 0.875 13534 104 0.825 0.017 1.1304e-04 0.99989000
709934808 Existing Customer 59 M 1 Unknown Single $40K - $60K Silver 51 2 2 1 15164.0 1071 14093.0 0.900 13062 103 0.717 0.071 6.3989e-05 0.99994000
712238958 Existing Customer 45 M 4 Graduate Married Less than $40K Blue 36 1 2 3 7231.0 1047 6184.0 0.947 15571 115 0.797 0.145 2.0077e-04 0.99980000
711813258 Existing Customer 56 M 2 College Single $60K - $80K Gold 43 2 1 2 34516.0 2022 32494.0 0.761 13633 116 0.785 0.059 6.1692e-05 0.99994000
789983133 Existing Customer 31 M 2 Graduate Unknown $80K - $120K Silver 22 2 3 2 34516.0 1780 32736.0 0.839 14185 98 0.690 0.052 1.6253e-04 0.99984000
792139308 Existing Customer 48 F 3 Graduate Single $40K - $60K Blue 42 1 2 3 9215.0 639 8576.0 0.646 13345 114 0.754 0.069 1.9864e-04 0.99980000
718123608 Existing Customer 32 M 2 Graduate Married $80K - $120K Blue 36 2 1 2 25438.0 1907 23531.0 0.741 16485 104 0.793 0.075 5.5077e-05 0.99994000
715369008 Existing Customer 46 F 3 High School Single Less than $40K Blue 36 1 2 2 3759.0 0 3759.0 0.722 15331 106 0.767 0.000 1.1482e-04 0.99989000
717556758 Existing Customer 52 F 2 High School Single Less than $40K Blue 36 1 2 3 3029.0 2267 762.0 0.842 14934 113 0.823 0.748 1.8610e-04 0.99981000
718252533 Attrited Customer 30 F 0 Graduate Divorced Less than $40K Blue 18 5 1 1 4203.0 996 3207.0 0.705 7292 68 0.700 0.237 9.6610e-01 0.03390000
716340783 Existing Customer 48 M 4 High School Married $80K - $120K Blue 36 1 1 2 21526.0 1320 20206.0 0.762 14441 105 0.875 0.061 5.6153e-05 0.99994000
717898758 Attrited Customer 55 F 2 Graduate Married Less than $40K Silver 45 6 3 3 12207.0 0 12207.0 0.319 5838 74 1.056 0.000 9.9636e-01 0.00364408
825743583 Existing Customer 39 F 2 Graduate Single Unknown Silver 35 1 3 3 32089.0 1971 30118.0 0.671 13796 121 0.833 0.061 2.7334e-04 0.99973000
717711108 Existing Customer 43 F 3 Unknown Married Less than $40K Blue 27 1 2 2 3541.0 1042 2499.0 0.774 14511 123 0.708 0.294 1.2982e-04 0.99987000
789791808 Existing Customer 43 M 4 High School Married $40K - $60K Blue 32 2 2 2 7139.0 1512 5627.0 1.106 14802 112 0.750 0.212 1.1604e-04 0.99988000
807971658 Existing Customer 47 F 3 Unknown Married Less than $40K Blue 42 1 2 3 3669.0 2517 1152.0 0.830 13931 112 0.836 0.686 2.1834e-04 0.99978000
770220558 Attrited Customer 57 M 3 Unknown Single $60K - $80K Blue 51 1 6 1 5859.0 0 5859.0 0.914 8004 82 0.708 0.000 9.8987e-01 0.01013000
818239983 Existing Customer 53 M 2 Unknown Divorced $80K - $120K Blue 48 2 1 2 15594.0 1590 14004.0 0.679 13016 118 0.616 0.102 6.0540e-05 0.99994000
712544358 Existing Customer 48 M 3 Graduate Married $120K + Gold 36 1 4 2 34516.0 1823 32693.0 1.062 15552 108 0.831 0.053 2.5987e-04 0.99974000
720306408 Existing Customer 50 F 2 High School Single Less than $40K Blue 41 2 3 2 6704.0 0 6704.0 0.856 12576 103 0.776 0.000 1.7486e-04 0.99983000
721488858 Existing Customer 53 M 3 Uneducated Married $60K - $80K Silver 38 1 3 2 32417.0 871 31546.0 0.911 14381 121 0.862 0.027 1.7340e-04 0.99983000
710771433 Existing Customer 48 M 1 Graduate Single $80K - $120K Blue 36 1 3 1 2754.0 2152 602.0 0.821 13991 125 0.761 0.781 1.0182e-04 0.99990000
708662583 Attrited Customer 41 M 3 Unknown Married $60K - $80K Silver 29 1 3 4 27945.0 0 27945.0 0.902 8345 70 1.059 0.000 9.9812e-01 0.00187593
717663033 Existing Customer 51 M 2 Uneducated Single $120K + Blue 35 1 2 2 34516.0 1068 33448.0 0.966 16428 123 0.809 0.031 1.1703e-04 0.99988000
721524858 Existing Customer 51 F 2 Unknown Married Less than $40K Blue 37 1 2 3 7098.0 1829 5269.0 0.557 13139 102 0.789 0.258 2.1042e-04 0.99979000
788778033 Existing Customer 39 F 2 College Single Less than $40K Silver 20 1 2 3 12338.0 1277 11061.0 0.828 15869 109 0.758 0.104 1.6817e-04 0.99983000
708649683 Existing Customer 51 M 2 High School Single $60K - $80K Blue 42 1 3 2 16703.0 1140 15563.0 0.555 15472 122 0.768 0.068 1.7486e-04 0.99983000
708770883 Existing Customer 43 M 2 Uneducated Married $80K - $120K Blue 24 2 2 2 16667.0 1463 15204.0 0.803 15301 115 0.797 0.088 1.1703e-04 0.99988000
708152358 Attrited Customer 54 M 1 Post-Graduate Unknown $80K - $120K Blue 36 1 3 2 18512.0 1664 16848.0 0.889 8019 57 0.583 0.090 9.9499e-01 0.00501000
719210133 Existing Customer 47 M 3 Uneducated Single $60K - $80K Blue 35 2 3 1 14131.0 1333 12798.0 0.767 12779 103 0.689 0.094 1.1574e-04 0.99988000
714690633 Existing Customer 51 F 3 Graduate Single Less than $40K Blue 36 1 3 1 3276.0 1474 1802.0 0.759 14212 116 0.681 0.450 1.1256e-04 0.99989000
719719158 Existing Customer 38 M 4 Post-Graduate Single $80K - $120K Silver 36 1 3 1 34516.0 1435 33081.0 0.865 15584 114 0.839 0.042 1.2095e-04 0.99988000
712690458 Existing Customer 38 F 2 Uneducated Married Less than $40K Blue 28 1 1 2 3629.0 1891 1738.0 0.917 15982 113 0.687 0.521 5.6630e-05 0.99994000
718758783 Existing Customer 44 F 4 Unknown Single Less than $40K Silver 36 2 3 3 13067.0 1943 11124.0 0.850 15172 118 1.034 0.149 3.1510e-04 0.99968000
716947083 Existing Customer 32 M 3 High School Single $40K - $60K Blue 36 2 2 1 3845.0 1871 1974.0 0.847 14593 110 0.803 0.487 6.9242e-05 0.99993000
709075533 Attrited Customer 41 M 5 Uneducated Single $80K - $120K Blue 32 4 3 3 12094.0 0 12094.0 0.995 8607 90 0.957 0.000 9.9690e-01 0.00310348
712952283 Existing Customer 50 M 3 Graduate Married $120K + Blue 35 1 1 2 34516.0 1638 32878.0 0.761 14474 121 0.833 0.047 5.7151e-05 0.99994000
718799958 Existing Customer 60 F 1 Graduate Married Unknown Blue 52 2 3 3 13312.0 1974 11338.0 0.898 14336 106 0.656 0.148 2.8395e-04 0.99972000
718663983 Existing Customer 38 F 1 Doctorate Single Less than $40K Blue 36 2 2 2 3466.0 2517 949.0 0.699 13140 94 0.709 0.726 1.5460e-04 0.99985000
789550458 Existing Customer 59 M 0 High School Single $40K - $60K Silver 52 1 2 1 15223.0 1729 13494.0 0.863 14230 111 0.790 0.114 5.1739e-05 0.99995000
708226833 Existing Customer 53 M 1 High School Married $120K + Gold 44 1 6 3 34516.0 831 33685.0 0.727 13247 107 0.754 0.024 2.5106e-04 0.99975000
714361083 Attrited Customer 40 F 2 College Single Less than $40K Blue 36 4 2 3 5989.0 0 5989.0 0.311 5843 60 0.176 0.000 9.9466e-01 0.00534000
714608583 Attrited Customer 45 M 5 High School Divorced $120K + Blue 36 2 3 2 5287.0 0 5287.0 0.841 8392 69 0.683 0.000 9.9449e-01 0.00551000
710775483 Existing Customer 53 M 1 High School Unknown $40K - $60K Blue 43 2 1 3 9060.0 0 9060.0 0.775 14305 102 0.645 0.000 8.4530e-05 0.99992000
709410033 Existing Customer 56 M 2 High School Unknown $80K - $120K Blue 36 1 1 1 4731.0 831 3900.0 0.960 14952 118 0.788 0.176 3.2288e-05 0.99997000
717173358 Existing Customer 60 F 0 Graduate Single $40K - $60K Blue 47 1 2 3 9502.0 1881 7621.0 0.717 14418 100 0.754 0.198 1.6428e-04 0.99984000
719773158 Existing Customer 42 M 3 Graduate Married $80K - $120K Blue 36 1 3 0 29738.0 2370 27368.0 0.806 14270 97 0.902 0.080 6.8853e-05 0.99993000
771292233 Existing Customer 48 F 1 Unknown Single Less than $40K Blue 36 1 1 2 3918.0 813 3105.0 1.149 15867 103 1.060 0.208 5.6825e-05 0.99994000
756371058 Existing Customer 58 F 1 Unknown Married Less than $40K Blue 40 1 2 3 3944.0 1006 2938.0 0.782 15315 124 0.851 0.255 1.9751e-04 0.99980000
709476033 Existing Customer 55 M 2 Uneducated Married $120K + Blue 48 2 1 2 6577.0 1800 4777.0 0.786 14229 120 0.690 0.274 5.6630e-05 0.99994000
770560683 Existing Customer 51 M 1 Graduate Married $120K + Gold 37 2 3 1 34516.0 2417 32099.0 0.947 13021 117 0.625 0.070 1.1731e-04 0.99988000
788766933 Existing Customer 46 M 2 Post-Graduate Married $80K - $120K Blue 26 1 3 1 34516.0 714 33802.0 0.883 14279 97 0.764 0.021 1.2764e-04 0.99987000
713550483 Existing Customer 45 M 4 Graduate Unknown $60K - $80K Blue 33 1 5 1 8670.0 1930 6740.0 0.933 13767 96 0.655 0.223 1.2707e-04 0.99987000
709928358 Attrited Customer 40 M 3 Graduate Single $80K - $120K Blue 20 1 2 2 32554.0 0 32554.0 0.872 8528 87 1.122 0.000 9.9161e-01 0.00839000
713895633 Existing Customer 56 F 1 High School Unknown $40K - $60K Blue 36 2 1 3 8331.0 0 8331.0 0.705 14324 103 0.689 0.000 8.4530e-05 0.99992000
720471108 Existing Customer 34 F 4 High School Single Unknown Silver 26 2 2 2 32056.0 1668 30388.0 0.771 12595 106 0.683 0.052 1.0485e-04 0.99990000
718192608 Existing Customer 48 M 3 Uneducated Married $60K - $80K Blue 36 1 1 2 15524.0 1148 14376.0 0.829 13819 106 0.710 0.074 5.8763e-05 0.99994000
805485933 Existing Customer 45 F 3 Graduate Married Less than $40K Blue 40 2 1 3 4010.0 2517 1493.0 0.710 14354 101 0.629 0.628 9.6126e-05 0.99990000
712517808 Existing Customer 42 M 5 High School Married $60K - $80K Blue 36 2 4 3 3275.0 1525 1750.0 0.749 14830 112 0.697 0.466 3.6691e-04 0.99963000
780604083 Existing Customer 49 M 1 Unknown Single $60K - $80K Blue 37 1 2 2 18349.0 1209 17140.0 0.738 16422 110 0.803 0.066 1.1743e-04 0.99988000
715311183 Existing Customer 35 M 2 Post-Graduate Single $60K - $80K Blue 24 2 3 1 3388.0 1659 1729.0 0.842 13557 100 0.724 0.490 1.2764e-04 0.99987000
712265508 Attrited Customer 32 M 0 Post-Graduate Single $40K - $60K Blue 14 1 1 3 4015.0 0 4015.0 1.045 8363 65 0.806 0.000 9.8942e-01 0.01058000
715051608 Attrited Customer 34 M 2 High School Single $60K - $80K Blue 36 2 3 2 9719.0 2517 7202.0 0.906 9183 51 0.700 0.259 9.9431e-01 0.00569000
757786608 Existing Customer 33 M 2 Post-Graduate Single $80K - $120K Blue 24 2 3 2 4178.0 2463 1715.0 0.815 16216 107 0.814 0.590 2.1165e-04 0.99979000
714303483 Existing Customer 40 M 2 College Married $40K - $60K Gold 31 1 2 1 3735.0 1474 2261.0 0.798 15039 130 0.757 0.395 7.6885e-05 0.99992000
718728108 Existing Customer 43 M 4 Uneducated Married $60K - $80K Silver 30 1 3 1 29856.0 1576 28280.0 0.800 14887 119 0.545 0.053 1.0569e-04 0.99989000
710019933 Existing Customer 29 M 1 Uneducated Single $40K - $60K Blue 22 2 3 3 11522.0 1203 10319.0 0.847 13720 119 0.831 0.104 2.9196e-04 0.99971000
812453283 Existing Customer 42 M 3 Graduate Married $40K - $60K Blue 37 2 2 3 3161.0 1788 1373.0 0.865 13692 117 0.828 0.566 1.9864e-04 0.99980000
717439983 Attrited Customer 48 M 2 Graduate Married $80K - $120K Blue 28 1 3 3 14774.0 2517 12257.0 0.979 8293 63 0.703 0.170 9.9671e-01 0.00329379
714391683 Attrited Customer 39 M 4 Unknown Married $60K - $80K Gold 36 4 3 2 34516.0 2517 31999.0 0.841 8248 66 0.650 0.073 9.9583e-01 0.00416767
827901183 Existing Customer 51 F 2 Graduate Married Less than $40K Blue 47 2 2 1 5118.0 980 4138.0 0.786 14593 109 0.627 0.191 6.8640e-05 0.99993000
708841233 Attrited Customer 41 M 2 College Married $80K - $120K Blue 33 2 3 3 14682.0 2517 12165.0 1.041 8193 72 0.846 0.171 9.9661e-01 0.00338757
710663508 Existing Customer 42 M 4 Uneducated Married $40K - $60K Blue 33 1 2 2 3108.0 2280 828.0 0.844 14763 99 0.800 0.734 1.2274e-04 0.99988000
716439258 Existing Customer 32 M 3 Graduate Married $60K - $80K Blue 36 1 1 1 3223.0 1413 1810.0 1.009 13648 103 0.635 0.438 3.4465e-05 0.99997000
719610708 Existing Customer 43 M 1 Graduate Married $120K + Blue 34 5 1 3 28612.0 2517 26095.0 0.712 14727 105 0.641 0.088 8.6952e-05 0.99991000
715026258 Existing Customer 50 M 1 Graduate Married $60K - $80K Silver 37 1 1 1 6224.0 777 5447.0 0.743 13503 112 0.623 0.125 2.8169e-05 0.99997000
711706458 Existing Customer 44 M 4 Doctorate Married $80K - $120K Blue 27 1 2 1 24134.0 1290 22844.0 0.814 13311 110 0.642 0.053 1.0417e-04 0.99990000
712180308 Existing Customer 36 M 4 High School Single $120K + Blue 36 1 3 3 27929.0 1898 26031.0 0.725 14755 123 0.732 0.068 3.0842e-04 0.99969000
802622733 Existing Customer 44 F 4 Uneducated Single $40K - $60K Blue 34 1 3 3 3657.0 0 3657.0 0.785 14802 95 0.667 0.000 3.2620e-04 0.99967000
778832883 Existing Customer 47 F 3 Post-Graduate Married Less than $40K Blue 28 1 3 1 8257.0 961 7296.0 0.741 13769 104 0.857 0.116 1.3245e-04 0.99987000
788671608 Existing Customer 45 F 4 College Single $40K - $60K Gold 30 1 2 1 23051.0 1836 21215.0 0.743 14393 107 0.814 0.080 8.0634e-05 0.99992000
718023708 Existing Customer 53 F 2 Uneducated Single $40K - $60K Blue 42 2 1 3 14839.0 2226 12613.0 0.828 14625 115 0.769 0.150 9.5249e-05 0.99990000
718692258 Existing Customer 43 M 3 Unknown Married $60K - $80K Blue 34 1 3 1 3755.0 1591 2164.0 0.883 14402 110 0.803 0.424 1.2373e-04 0.99988000
718357458 Existing Customer 48 M 5 Unknown Single $60K - $80K Blue 36 2 3 0 3862.0 0 3862.0 0.807 15282 125 0.712 0.000 7.5299e-05 0.99992000
714003483 Existing Customer 37 M 1 Doctorate Unknown $60K - $80K Blue 36 1 3 1 7539.0 0 7539.0 1.023 15293 129 0.743 0.000 1.4734e-04 0.99985000
713632983 Attrited Customer 43 M 4 High School Married $80K - $120K Blue 35 2 3 2 10588.0 503 10085.0 0.918 7886 70 0.750 0.048 9.9458e-01 0.00542000
711008508 Existing Customer 59 M 2 Graduate Single $40K - $60K Blue 50 2 1 2 11808.0 0 11808.0 0.813 13751 113 0.823 0.000 5.5077e-05 0.99994000
815230458 Existing Customer 31 M 1 High School Divorced $40K - $60K Silver 26 1 1 3 15504.0 1277 14227.0 0.612 14181 126 0.615 0.082 7.6378e-05 0.99992000
719612583 Attrited Customer 52 F 4 Uneducated Divorced Unknown Blue 42 4 4 1 12091.0 0 12091.0 0.898 8127 74 0.805 0.000 9.9298e-01 0.00702000
709514433 Existing Customer 41 M 3 High School Married $80K - $120K Blue 33 2 1 1 13818.0 609 13209.0 0.787 13209 101 0.656 0.044 3.3505e-05 0.99997000
815826708 Existing Customer 53 F 2 Unknown Married $40K - $60K Blue 48 2 3 3 4442.0 1107 3335.0 0.822 14437 109 0.912 0.249 3.3251e-04 0.99967000
815520333 Existing Customer 55 M 3 High School Married $60K - $80K Blue 50 2 1 2 5282.0 1144 4138.0 0.800 13513 115 0.597 0.217 5.5559e-05 0.99994000
718661958 Existing Customer 41 M 3 College Married $80K - $120K Blue 28 1 1 3 34516.0 1617 32899.0 0.625 13083 93 0.722 0.047 9.3457e-05 0.99991000
788980983 Existing Customer 55 M 1 High School Single $80K - $120K Blue 42 1 4 2 34516.0 1583 32933.0 0.824 12192 112 0.672 0.046 1.9835e-04 0.99980000
721171008 Existing Customer 31 F 1 Unknown Married Less than $40K Silver 36 2 3 1 10353.0 1520 8833.0 0.724 15028 124 0.746 0.147 1.0113e-04 0.99990000
714682233 Existing Customer 48 M 3 Graduate Married $80K - $120K Blue 43 1 4 1 9959.0 0 9959.0 0.751 14948 125 0.866 0.000 1.3603e-04 0.99986000
720736608 Existing Customer 42 M 2 Graduate Married $60K - $80K Blue 36 2 2 1 6280.0 2181 4099.0 0.795 14109 92 0.878 0.347 6.8640e-05 0.99993000
718333983 Attrited Customer 57 M 4 Unknown Divorced $120K + Blue 36 2 2 3 13694.0 2219 11475.0 1.078 9040 63 0.800 0.162 9.9549e-01 0.00451007
772207683 Existing Customer 34 M 2 Graduate Single Less than $40K Blue 23 1 3 2 8940.0 1518 7422.0 0.726 14459 97 0.702 0.170 1.7987e-04 0.99982000
714794133 Existing Customer 54 M 2 Uneducated Married $60K - $80K Blue 45 2 3 1 6546.0 1908 4638.0 0.697 14103 112 0.672 0.291 1.1153e-04 0.99989000
756639708 Existing Customer 46 F 2 Unknown Married Unknown Silver 39 1 1 2 32587.0 992 31595.0 1.139 15958 113 0.687 0.030 5.4701e-05 0.99995000
713686008 Existing Customer 38 M 2 Graduate Single $60K - $80K Blue 25 1 1 1 11474.0 0 11474.0 0.628 13041 98 0.661 0.000 3.3214e-05 0.99997000
713475633 Existing Customer 40 M 5 Unknown Single $120K + Silver 31 1 3 3 34516.0 2203 32313.0 0.728 14204 96 0.920 0.064 3.1018e-04 0.99969000
717518733 Attrited Customer 56 F 2 High School Married Less than $40K Blue 46 4 3 3 9463.0 764 8699.0 0.994 7106 61 0.906 0.081 9.9661e-01 0.00338788
712532058 Existing Customer 44 M 3 Post-Graduate Married $40K - $60K Blue 36 1 1 2 12552.0 1405 11147.0 0.702 15508 95 0.792 0.112 6.7249e-05 0.99993000
789666333 Existing Customer 39 M 2 Graduate Single $60K - $80K Blue 24 2 3 2 21679.0 1073 20606.0 0.745 15581 115 0.797 0.049 1.7987e-04 0.99982000
711422358 Existing Customer 42 M 5 Post-Graduate Unknown $40K - $60K Blue 36 1 2 2 10531.0 2330 8201.0 0.757 14955 118 0.662 0.221 1.3827e-04 0.99986000
708510858 Existing Customer 60 F 1 Uneducated Single Less than $40K Blue 47 1 3 2 4905.0 2413 2492.0 0.853 15478 109 0.730 0.492 1.7360e-04 0.99983000
767023308 Existing Customer 35 M 3 College Unknown $80K - $120K Silver 29 2 2 2 34516.0 0 34516.0 0.758 12847 106 0.738 0.000 1.0375e-04 0.99990000
789289383 Existing Customer 42 M 3 Graduate Single $80K - $120K Silver 31 2 2 3 34516.0 2120 32396.0 0.900 14626 97 0.644 0.061 1.7949e-04 0.99982000
708805908 Attrited Customer 30 M 2 Graduate Married Less than $40K Silver 18 1 1 3 10017.0 726 9291.0 0.924 9299 68 0.619 0.072 9.8820e-01 0.01180000
710155158 Attrited Customer 37 M 2 Uneducated Unknown $80K - $120K Blue 18 1 1 2 31832.0 518 31314.0 0.972 10201 59 0.788 0.016 9.8265e-01 0.01735000
713330133 Existing Customer 37 F 1 Graduate Married Less than $40K Blue 19 2 3 2 5843.0 1346 4497.0 0.641 13299 95 0.863 0.230 1.6883e-04 0.99983000
714403983 Existing Customer 43 M 2 Graduate Single $80K - $120K Blue 36 2 2 1 34427.0 1613 32814.0 0.704 13545 112 0.672 0.047 6.8640e-05 0.99993000
720353808 Attrited Customer 34 M 3 High School Unknown $80K - $120K Silver 21 1 2 3 34516.0 0 34516.0 0.794 9177 50 1.083 0.000 9.9430e-01 0.00570000
710362233 Existing Customer 48 M 3 Unknown Unknown $80K - $120K Platinum 40 1 2 3 34516.0 1723 32793.0 0.628 13853 98 0.782 0.050 3.7927e-04 0.99962000
771484908 Existing Customer 31 M 0 Graduate Divorced $80K - $120K Silver 19 1 3 3 34516.0 1984 32532.0 0.757 14969 96 0.811 0.057 2.3457e-04 0.99977000
717047583 Attrited Customer 47 F 3 Doctorate Married Less than $40K Blue 35 2 3 2 4779.0 2517 2262.0 0.929 8912 63 0.658 0.527 9.9631e-01 0.00368792
715694433 Existing Customer 51 M 1 Unknown Single $60K - $80K Blue 22 2 3 3 4248.0 1177 3071.0 0.821 13958 116 0.785 0.277 3.1211e-04 0.99969000
793456983 Existing Customer 43 M 0 Post-Graduate Single $40K - $60K Blue 37 1 2 3 7872.0 989 6883.0 0.809 13746 104 0.733 0.126 1.9330e-04 0.99981000
715742658 Existing Customer 41 F 3 Graduate Unknown Less than $40K Blue 13 1 3 2 6077.0 1421 4656.0 0.739 12489 97 0.764 0.234 1.8665e-04 0.99981000
715518783 Existing Customer 48 F 3 Graduate Single Less than $40K Blue 36 2 3 1 3882.0 2029 1853.0 0.751 13980 128 0.707 0.523 1.1256e-04 0.99989000
779514558 Existing Customer 41 F 2 High School Married Less than $40K Blue 24 1 1 1 7207.0 1645 5562.0 0.969 13730 96 0.745 0.228 3.2288e-05 0.99997000
720017958 Existing Customer 48 F 4 Unknown Single $40K - $60K Blue 36 1 1 2 6121.0 1679 4442.0 0.705 14224 117 0.887 0.274 6.3492e-05 0.99994000
712895733 Attrited Customer 40 M 4 Uneducated Single $80K - $120K Blue 36 6 3 2 34516.0 572 33944.0 1.050 8659 81 1.077 0.017 9.9487e-01 0.00513000
719039283 Existing Customer 32 M 1 Uneducated Married $40K - $60K Blue 36 2 2 3 3535.0 1964 1571.0 0.661 14080 85 0.809 0.556 1.8475e-04 0.99982000
719629308 Attrited Customer 55 F 2 Unknown Single Unknown Silver 37 2 2 3 34516.0 1783 32733.0 0.821 8472 80 0.739 0.052 9.9477e-01 0.00523000
754443033 Attrited Customer 50 M 1 Graduate Single $80K - $120K Silver 43 6 3 3 34516.0 432 34084.0 0.807 9045 72 1.000 0.013 9.9612e-01 0.00388140
716159958 Existing Customer 49 M 2 Unknown Married $60K - $80K Blue 36 2 1 2 6224.0 1329 4895.0 0.740 14238 93 0.755 0.214 6.0540e-05 0.99994000
712195383 Existing Customer 37 F 0 Doctorate Single Less than $40K Blue 36 2 2 3 9178.0 1585 7593.0 0.617 14932 110 0.803 0.173 2.3771e-04 0.99976000
822885033 Existing Customer 31 M 1 High School Married $60K - $80K Blue 24 2 1 3 4328.0 1493 2835.0 0.651 14731 120 0.765 0.345 8.4530e-05 0.99992000
716543433 Existing Customer 52 M 2 College Married $80K - $120K Blue 36 1 2 2 9959.0 1049 8910.0 0.976 15195 99 0.941 0.105 1.1066e-04 0.99989000
717403158 Existing Customer 60 F 0 Uneducated Single Less than $40K Blue 47 1 2 2 9634.0 2076 7558.0 0.876 14218 102 0.759 0.215 1.0043e-04 0.99990000
826065258 Existing Customer 35 F 2 Unknown Divorced Unknown Blue 31 2 2 2 19033.0 1555 17478.0 1.001 16033 116 0.812 0.082 1.2511e-04 0.99987000
709397508 Existing Customer 48 M 1 Uneducated Married $60K - $80K Blue 39 2 3 1 8624.0 1709 6915.0 0.967 15738 111 0.820 0.198 1.0469e-04 0.99990000
720748608 Attrited Customer 44 M 3 Graduate Divorced $40K - $60K Blue 32 1 2 2 3575.0 0 3575.0 0.843 7672 66 0.737 0.000 9.9161e-01 0.00839000
709823733 Attrited Customer 44 F 2 Graduate Unknown $40K - $60K Blue 34 2 3 3 5508.0 0 5508.0 0.890 7507 78 0.733 0.000 9.9671e-01 0.00329379
713542908 Existing Customer 31 M 2 Graduate Single Less than $40K Blue 19 1 2 3 5871.0 1829 4042.0 0.810 15645 117 0.746 0.312 1.9143e-04 0.99981000
720512433 Attrited Customer 56 M 1 Uneducated Single $60K - $80K Blue 36 6 4 3 15219.0 2281 12938.0 0.832 7625 78 0.950 0.150 9.9717e-01 0.00282527
713671158 Existing Customer 46 M 2 Uneducated Single $120K + Blue 32 2 3 1 34516.0 2328 32188.0 0.855 15754 121 0.729 0.067 1.1153e-04 0.99989000
802449933 Existing Customer 29 M 1 Uneducated Married $40K - $60K Blue 23 1 3 1 8147.0 1750 6397.0 0.751 14912 114 0.869 0.215 1.0469e-04 0.99990000
716723658 Existing Customer 37 F 2 Post-Graduate Single Less than $40K Blue 28 1 3 1 3525.0 1519 2006.0 0.685 13625 110 1.000 0.431 1.2764e-04 0.99987000
710451708 Existing Customer 32 M 1 Graduate Married $40K - $60K Blue 24 1 1 2 9711.0 972 8739.0 0.647 14926 115 0.742 0.100 5.1697e-05 0.99995000
809540733 Existing Customer 52 M 2 High School Married $80K - $120K Blue 47 1 1 1 11358.0 1425 9933.0 0.611 14327 92 0.673 0.125 3.2288e-05 0.99997000
716372358 Existing Customer 58 F 3 Graduate Married Less than $40K Blue 47 1 2 1 6765.0 0 6765.0 0.739 14133 124 0.771 0.000 7.1226e-05 0.99993000
710162133 Attrited Customer 41 M 4 Graduate Married $80K - $120K Blue 36 1 3 6 4725.0 1253 3472.0 1.008 9134 77 0.974 0.265 9.9939e-01 0.00060765
710878308 Attrited Customer 50 F 4 Graduate Single Less than $40K Blue 37 1 2 3 3699.0 913 2786.0 0.866 7297 71 0.690 0.247 9.9504e-01 0.00495524
710262408 Existing Customer 29 M 1 Graduate Married $80K - $120K Silver 36 1 2 1 34516.0 1666 32850.0 0.820 13971 116 0.812 0.048 5.8215e-05 0.99994000
713975433 Existing Customer 32 F 0 High School Divorced Less than $40K Blue 25 2 3 0 8851.0 1753 7098.0 0.627 14783 110 0.864 0.198 5.5353e-05 0.99994000
771244383 Existing Customer 52 F 1 College Unknown Less than $40K Blue 39 1 2 1 8506.0 0 8506.0 0.719 14289 113 0.638 0.000 6.2639e-05 0.99994000
710405808 Existing Customer 48 M 2 Graduate Divorced Less than $40K Blue 36 1 3 2 3442.0 1229 2213.0 0.810 14618 100 0.724 0.357 1.7987e-04 0.99982000
715542783 Existing Customer 33 F 2 Graduate Married Less than $40K Blue 24 1 3 2 3731.0 0 3731.0 0.767 13234 92 0.840 0.000 1.7987e-04 0.99982000
815840283 Existing Customer 51 F 2 Unknown Married Less than $40K Blue 46 1 6 3 7744.0 1893 5851.0 0.813 16059 124 0.722 0.244 2.6249e-04 0.99974000
788908308 Existing Customer 46 M 2 High School Single $40K - $60K Blue 32 2 3 2 5972.0 0 5972.0 0.606 14227 116 0.706 0.000 1.7486e-04 0.99983000
789394833 Existing Customer 47 M 2 Unknown Divorced $80K - $120K Blue 37 1 2 2 21714.0 1969 19745.0 0.944 13270 104 0.625 0.091 1.2511e-04 0.99987000
712609533 Existing Customer 32 M 1 Uneducated Single $80K - $120K Blue 15 2 2 1 3371.0 1530 1841.0 0.828 13432 118 0.815 0.454 6.6245e-05 0.99993000
710237283 Existing Customer 50 F 2 Graduate Married Less than $40K Blue 38 2 1 1 9546.0 960 8586.0 0.710 14211 111 0.657 0.101 3.3214e-05 0.99997000
770766633 Existing Customer 28 F 1 Post-Graduate Single Less than $40K Blue 14 2 3 3 3848.0 0 3848.0 0.841 14054 105 0.694 0.000 3.3411e-04 0.99967000
823837158 Existing Customer 44 M 3 Graduate Single $40K - $60K Blue 40 1 3 1 9199.0 1230 7969.0 0.591 15367 123 0.685 0.134 1.1256e-04 0.99989000
712123008 Existing Customer 43 M 2 High School Married $60K - $80K Blue 31 2 3 1 13381.0 1845 11536.0 0.883 14532 116 0.871 0.138 1.0545e-04 0.99989000
711727083 Existing Customer 50 F 1 Graduate Single $40K - $60K Blue 36 2 1 3 2833.0 1622 1211.0 0.951 14341 101 0.712 0.573 8.6952e-05 0.99991000
720033033 Existing Customer 53 F 2 Post-Graduate Single Unknown Blue 41 2 2 3 15101.0 1396 13705.0 0.692 13545 96 0.655 0.092 2.2525e-04 0.99977000
787723758 Existing Customer 58 F 3 Unknown Married Less than $40K Blue 48 2 1 2 3603.0 1465 2138.0 0.630 14235 101 0.656 0.407 6.2820e-05 0.99994000
770926158 Existing Customer 51 F 0 Doctorate Single Less than $40K Blue 38 2 2 2 4132.0 2517 1615.0 0.786 13820 129 0.697 0.609 1.4134e-04 0.99986000
711360783 Existing Customer 39 F 0 College Single Less than $40K Blue 36 1 2 2 4366.0 1870 2496.0 0.814 15451 127 0.764 0.428 9.4960e-05 0.99991000
708285108 Existing Customer 42 M 4 Graduate Single $40K - $60K Blue 36 1 1 2 6128.0 2239 3889.0 0.768 13505 116 0.681 0.365 5.7762e-05 0.99994000
713390433 Attrited Customer 44 M 3 Graduate Unknown $60K - $80K Gold 29 2 3 2 34516.0 2517 31999.0 0.579 6782 67 0.763 0.073 9.9537e-01 0.00462792
718096608 Existing Customer 44 F 4 High School Single Less than $40K Blue 30 1 2 3 6882.0 1930 4952.0 0.915 13836 113 0.766 0.280 1.9517e-04 0.99980000
719094333 Existing Customer 46 M 4 Uneducated Married $80K - $120K Blue 33 1 2 1 13490.0 1567 11923.0 0.795 13159 105 0.750 0.116 7.4017e-05 0.99993000
813764283 Existing Customer 39 M 3 High School Married $80K - $120K Blue 34 2 1 2 17978.0 1820 16158.0 0.850 15657 114 0.810 0.101 5.5559e-05 0.99994000
713398158 Existing Customer 45 M 3 Post-Graduate Married $40K - $60K Blue 30 2 2 2 3821.0 1673 2148.0 0.869 15005 89 0.712 0.438 1.3897e-04 0.99986000
711227883 Existing Customer 41 F 2 Graduate Single Less than $40K Blue 21 2 3 3 3624.0 1641 1983.0 0.833 15824 121 0.779 0.453 3.0251e-04 0.99970000
810040908 Existing Customer 42 F 3 High School Single Less than $40K Blue 37 1 3 1 3787.0 824 2963.0 0.809 16220 120 0.690 0.218 1.0943e-04 0.99989000
772640808 Existing Customer 38 F 1 College Single Less than $40K Blue 28 2 2 2 4623.0 1366 3257.0 0.776 14730 118 0.735 0.295 1.0387e-04 0.99990000
784907658 Existing Customer 36 M 2 High School Married $80K - $120K Blue 30 2 1 2 4343.0 2220 2123.0 1.045 14463 119 0.776 0.511 5.3542e-05 0.99995000
794692158 Existing Customer 43 F 3 High School Unknown $40K - $60K Silver 25 1 2 1 17328.0 0 17328.0 0.820 15367 105 0.641 0.000 6.2564e-05 0.99994000
718383183 Existing Customer 51 F 3 High School Married Less than $40K Blue 39 2 1 1 3803.0 2437 1366.0 0.809 14397 117 0.746 0.641 3.3505e-05 0.99997000
721156758 Existing Customer 52 M 3 Graduate Married $60K - $80K Blue 44 1 2 1 23889.0 603 23286.0 0.792 13360 124 0.968 0.025 7.1226e-05 0.99993000
811793433 Existing Customer 50 F 3 Graduate Divorced Unknown Silver 45 2 1 2 34516.0 2381 32135.0 0.748 15071 103 0.717 0.069 5.1640e-05 0.99995000
712010358 Attrited Customer 49 M 4 Graduate Single $80K - $120K Blue 36 2 3 2 3999.0 0 3999.0 0.938 7567 76 0.652 0.000 9.9473e-01 0.00527000
719420058 Existing Customer 44 M 4 Unknown Single $80K - $120K Blue 26 1 2 1 11782.0 2177 9605.0 0.875 16605 110 0.692 0.185 7.9128e-05 0.99992000
809459733 Existing Customer 43 F 4 Unknown Single Less than $40K Blue 38 2 1 2 3220.0 0 3220.0 0.782 13339 90 0.698 0.000 6.3492e-05 0.99994000
798783858 Existing Customer 48 F 3 Unknown Unknown $40K - $60K Blue 42 2 1 1 9742.0 2517 7225.0 0.692 13082 92 0.804 0.258 3.7884e-05 0.99996000
711432258 Attrited Customer 55 M 3 Graduate Single $60K - $80K Blue 46 2 4 2 4178.0 0 4178.0 0.882 7914 54 0.862 0.000 9.9559e-01 0.00441277
721294533 Existing Customer 48 M 4 Graduate Married $80K - $120K Blue 34 1 1 1 34516.0 738 33778.0 0.719 15143 121 0.635 0.021 3.4833e-05 0.99997000
718425333 Existing Customer 45 M 4 Graduate Married $80K - $120K Blue 32 1 1 3 26819.0 1657 25162.0 0.816 14450 111 0.762 0.062 9.7154e-05 0.99990000
714294183 Attrited Customer 54 M 1 Graduate Divorced $80K - $120K Blue 44 1 3 3 9580.0 132 9448.0 0.320 5385 51 0.308 0.014 9.9649e-01 0.00350838
714637908 Existing Customer 47 F 4 Unknown Single Less than $40K Blue 36 2 2 1 7940.0 1669 6271.0 0.696 15445 118 0.934 0.210 7.9128e-05 0.99992000
712341933 Existing Customer 39 M 1 Graduate Single $60K - $80K Gold 36 1 3 2 34516.0 1662 32854.0 0.751 13578 105 0.615 0.048 1.9451e-04 0.99981000
708332808 Existing Customer 47 M 2 Uneducated Married $40K - $60K Blue 39 2 2 2 3471.0 0 3471.0 0.871 14381 115 0.742 0.000 1.1703e-04 0.99988000
708354858 Attrited Customer 51 M 2 Unknown Single $120K + Blue 42 2 4 2 14938.0 0 14938.0 0.758 8192 80 0.778 0.000 9.9583e-01 0.00416681
766649283 Existing Customer 49 F 3 Graduate Divorced Unknown Blue 42 2 2 3 14072.0 1917 12155.0 0.653 13432 107 0.981 0.136 1.9864e-04 0.99980000
817951083 Existing Customer 58 F 1 Unknown Married $40K - $60K Silver 53 1 3 3 15928.0 1527 14401.0 0.838 14678 125 0.712 0.096 2.8202e-04 0.99972000
708301683 Attrited Customer 40 M 2 Uneducated Married $80K - $120K Blue 30 6 2 3 20798.0 1059 19739.0 1.049 8038 90 0.837 0.051 9.9495e-01 0.00505000
713655108 Existing Customer 60 F 1 Graduate Single Less than $40K Blue 45 2 3 1 9752.0 1423 8329.0 0.872 14220 108 0.964 0.146 1.0182e-04 0.99990000
714560358 Existing Customer 53 M 1 Unknown Single $40K - $60K Blue 45 1 2 1 3234.0 1514 1720.0 0.846 13803 100 0.695 0.468 7.0819e-05 0.99993000
712113558 Attrited Customer 45 M 2 Graduate Married $80K - $120K Blue 36 4 3 3 24844.0 1273 23571.0 0.437 6549 75 0.974 0.051 9.9671e-01 0.00329379
710603958 Existing Customer 49 M 2 Uneducated Married $80K - $120K Blue 36 2 1 3 3090.0 0 3090.0 0.769 14198 101 0.804 0.000 9.5249e-05 0.99990000
720597108 Attrited Customer 48 F 3 Post-Graduate Divorced Less than $40K Blue 36 5 3 1 9943.0 2138 7805.0 0.949 8325 54 1.000 0.215 9.9251e-01 0.00749000
713810658 Existing Customer 44 M 3 Graduate Married $60K - $80K Blue 36 1 2 3 3384.0 799 2585.0 0.737 13152 100 0.754 0.236 1.9864e-04 0.99980000
721519908 Existing Customer 29 F 1 Uneducated Single Less than $40K Blue 36 1 2 1 3640.0 1419 2221.0 0.749 13306 99 0.678 0.390 6.6245e-05 0.99993000
712025958 Existing Customer 42 M 4 Uneducated Married $80K - $120K Silver 35 1 2 3 34516.0 1420 33096.0 0.848 14672 110 0.803 0.041 1.8652e-04 0.99981000
794740458 Existing Customer 45 F 3 Graduate Married Less than $40K Silver 39 1 2 3 10186.0 1608 8578.0 0.712 14023 106 0.767 0.158 1.7949e-04 0.99982000
709814883 Existing Customer 45 F 2 High School Single Less than $40K Platinum 36 1 3 1 15987.0 2262 13725.0 0.714 15513 127 0.649 0.141 1.8319e-04 0.99982000
719767683 Attrited Customer 46 M 0 College Single $80K - $120K Blue 39 2 3 3 16983.0 0 16983.0 1.061 8526 79 0.837 0.000 9.9605e-01 0.00394546
715321008 Attrited Customer 39 M 2 Unknown Married $120K + Blue 36 6 3 3 34516.0 2517 31999.0 1.052 7866 63 0.750 0.073 9.9700e-01 0.00299743
710106933 Existing Customer 32 M 2 Uneducated Single $80K - $120K Silver 20 2 3 3 34516.0 2136 32380.0 0.849 14667 119 0.750 0.062 2.8105e-04 0.99972000
716655858 Existing Customer 38 M 2 High School Single $80K - $120K Blue 31 1 3 2 34516.0 0 34516.0 0.768 14036 99 0.768 0.000 1.7486e-04 0.99983000
778260108 Existing Customer 50 F 4 Unknown Married $40K - $60K Blue 41 1 2 2 4268.0 1509 2759.0 0.562 14351 112 0.867 0.354 1.3121e-04 0.99987000
713986908 Existing Customer 50 F 2 High School Married Unknown Blue 40 2 3 2 10748.0 1084 9664.0 0.868 16541 126 0.680 0.101 1.7486e-04 0.99983000
780042633 Attrited Customer 37 F 2 Unknown Married Unknown Silver 21 2 2 2 31718.0 0 31718.0 0.910 7432 64 0.641 0.000 9.9123e-01 0.00877000
713269533 Attrited Customer 42 M 2 College Single $80K - $120K Blue 36 1 3 1 9959.0 2517 7442.0 0.884 8847 85 0.771 0.253 9.9061e-01 0.00939000
713868033 Existing Customer 53 M 1 College Married $80K - $120K Silver 36 2 2 2 34516.0 1484 33032.0 1.015 16373 114 0.900 0.043 9.3852e-05 0.99991000
708103608 Existing Customer 52 M 1 High School Single $60K - $80K Blue 45 1 5 1 11898.0 2517 9381.0 0.745 15798 128 0.730 0.212 1.1056e-04 0.99989000
789684258 Attrited Customer 57 M 2 Post-Graduate Single $80K - $120K Silver 43 2 3 3 34516.0 1847 32669.0 0.557 7842 61 0.794 0.054 9.9690e-01 0.00309859
779067408 Existing Customer 46 M 1 Uneducated Married $60K - $80K Blue 27 1 3 1 13056.0 1890 11166.0 0.713 14280 102 0.672 0.145 1.0469e-04 0.99990000
712231308 Existing Customer 60 M 0 Graduate Single Less than $40K Silver 47 1 1 3 14002.0 1413 12589.0 0.621 13849 128 0.882 0.101 7.1828e-05 0.99993000
761079783 Attrited Customer 40 M 3 Graduate Married $60K - $80K Blue 33 5 3 6 5500.0 442 5058.0 0.609 7720 67 0.558 0.080 9.9939e-01 0.00061414
787518258 Attrited Customer 49 M 3 Uneducated Married $120K + Blue 38 2 3 3 8549.0 0 8549.0 1.023 9192 77 0.791 0.000 9.9691e-01 0.00308778
717631908 Attrited Customer 56 M 2 Unknown Married Less than $40K Blue 44 5 3 1 4390.0 0 4390.0 1.005 8454 69 0.769 0.000 9.9168e-01 0.00832000
769396158 Attrited Customer 55 M 1 College Single $80K - $120K Blue 43 2 2 3 24884.0 0 24884.0 0.072 5107 53 0.293 0.000 9.9431e-01 0.00569000
713462508 Existing Customer 55 F 2 Graduate Married Unknown Blue 41 1 1 1 3591.0 1760 1831.0 0.507 13289 121 0.754 0.490 3.3214e-05 0.99997000
716717733 Attrited Customer 55 F 3 Uneducated Single Less than $40K Blue 47 2 5 4 4841.0 859 3982.0 1.003 8918 87 0.977 0.177 9.9838e-01 0.00162275
709383933 Attrited Customer 31 M 2 Unknown Unknown $80K - $120K Blue 18 2 1 3 4246.0 2517 1729.0 0.951 8102 66 0.886 0.593 9.9028e-01 0.00972000
717283008 Existing Customer 44 F 4 Graduate Single Unknown Blue 36 2 1 2 7469.0 1378 6091.0 0.859 15225 108 0.862 0.184 5.7762e-05 0.99994000
793449333 Existing Customer 54 M 2 Graduate Divorced $80K - $120K Blue 48 2 3 2 29974.0 2114 27860.0 0.925 15190 115 0.855 0.071 1.7987e-04 0.99982000
710873583 Existing Customer 58 M 1 Graduate Married $60K - $80K Blue 48 2 3 2 20724.0 2221 18503.0 0.769 14215 109 0.703 0.107 1.6883e-04 0.99983000
718486608 Existing Customer 53 M 2 High School Single $120K + Blue 36 2 2 2 21079.0 1431 19648.0 0.688 13930 96 0.655 0.068 1.1065e-04 0.99989000
716748483 Existing Customer 59 F 1 Uneducated Married $40K - $60K Blue 36 2 2 3 3720.0 1569 2151.0 0.891 16208 129 0.792 0.422 1.8475e-04 0.99982000
715113933 Attrited Customer 54 M 1 Unknown Single $80K - $120K Blue 36 2 3 2 11077.0 573 10504.0 0.973 8165 87 0.776 0.052 9.9464e-01 0.00536000
711160233 Existing Customer 32 M 1 High School Married $40K - $60K Blue 19 2 3 1 12024.0 0 12024.0 0.823 14551 105 0.780 0.000 9.8983e-05 0.99990000
715714458 Attrited Customer 48 M 5 Graduate Single $40K - $60K Blue 38 2 3 3 4446.0 0 4446.0 0.963 8753 76 0.949 0.000 9.9681e-01 0.00319072
709615458 Existing Customer 54 M 3 Graduate Married $120K + Blue 44 2 1 3 34516.0 862 33654.0 0.815 15034 111 0.762 0.025 9.6126e-05 0.99990000
719955558 Existing Customer 32 M 0 Unknown Married Less than $40K Silver 24 2 2 3 11511.0 0 11511.0 0.867 14436 123 0.640 0.000 1.6316e-04 0.99984000
713072358 Existing Customer 42 M 2 Graduate Married $80K - $120K Silver 31 2 1 3 34516.0 1356 33160.0 0.710 12878 104 0.825 0.039 8.3703e-05 0.99992000
721402233 Existing Customer 42 M 3 Uneducated Married $120K + Blue 28 2 3 1 19192.0 1507 17685.0 0.594 15615 125 0.736 0.079 1.1574e-04 0.99988000
713691633 Existing Customer 29 M 0 Post-Graduate Married Less than $40K Blue 36 1 1 1 3076.0 0 3076.0 0.924 15514 123 0.892 0.000 3.3537e-05 0.99997000
708866133 Existing Customer 43 M 3 Graduate Married $80K - $120K Blue 32 2 1 2 4196.0 1331 2865.0 0.537 14545 116 0.841 0.317 5.7151e-05 0.99994000
757256358 Existing Customer 45 M 3 Graduate Single $60K - $80K Blue 38 1 3 3 3243.0 1580 1663.0 1.075 15710 122 0.743 0.487 3.1390e-04 0.99969000
784868958 Existing Customer 56 F 1 High School Married Unknown Blue 49 1 2 1 17542.0 2517 15025.0 0.800 13939 138 0.792 0.143 6.2633e-05 0.99994000
710845308 Existing Customer 46 M 4 High School Married $80K - $120K Blue 36 2 2 1 32949.0 1190 31759.0 0.664 14892 113 0.638 0.036 6.9982e-05 0.99993000
719368533 Existing Customer 41 F 2 Doctorate Married Unknown Silver 28 1 3 3 32250.0 1289 30961.0 0.703 15785 100 0.786 0.040 3.9552e-04 0.99960000
718337733 Existing Customer 50 F 2 Graduate Married Unknown Gold 40 2 1 1 34516.0 1826 32690.0 0.718 14994 121 0.833 0.053 3.8266e-05 0.99996000
715132758 Existing Customer 52 F 2 College Divorced $40K - $60K Gold 43 2 2 3 23981.0 2114 21867.0 0.721 15281 100 0.724 0.088 2.1442e-04 0.99979000
712556433 Existing Customer 52 F 2 Graduate Married $40K - $60K Blue 43 1 2 3 4090.0 1649 2441.0 0.752 15497 92 0.673 0.403 1.9143e-04 0.99981000
718947558 Existing Customer 32 F 0 High School Single Unknown Blue 21 2 3 1 4251.0 2295 1956.0 0.628 15574 115 0.797 0.540 9.0493e-05 0.99991000
710303208 Existing Customer 52 F 1 High School Single Less than $40K Blue 40 2 1 1 4119.0 2517 1602.0 0.754 15215 121 0.862 0.611 3.0307e-05 0.99997000
804158583 Existing Customer 60 M 1 High School Married Less than $40K Silver 55 2 2 3 13399.0 1456 11943.0 0.856 16493 122 0.649 0.109 1.5784e-04 0.99984000
711720408 Existing Customer 44 F 0 Unknown Married Less than $40K Blue 34 1 3 3 9070.0 1273 7797.0 0.637 15211 129 0.743 0.140 2.8535e-04 0.99971000
715808808 Existing Customer 48 F 4 Uneducated Married Unknown Blue 36 2 6 1 7469.0 1216 6253.0 0.771 13614 104 0.600 0.163 9.2338e-05 0.99991000
715076358 Attrited Customer 57 M 1 Post-Graduate Unknown $80K - $120K Blue 36 4 3 3 23714.0 0 23714.0 0.981 8463 62 0.824 0.000 9.9702e-01 0.00298315
718343058 Existing Customer 52 F 2 High School Divorced Less than $40K Blue 40 1 2 3 5240.0 2517 2723.0 0.780 14161 105 0.875 0.480 1.8610e-04 0.99981000
769667583 Attrited Customer 34 M 3 Post-Graduate Single $40K - $60K Blue 28 2 3 2 3744.0 0 3744.0 0.796 8202 69 0.769 0.000 9.9547e-01 0.00453174
709013208 Existing Customer 40 M 2 Uneducated Single $80K - $120K Blue 36 2 2 1 15594.0 1690 13904.0 0.690 16101 127 0.608 0.108 7.0576e-05 0.99993000
716004258 Existing Customer 45 M 4 High School Single $60K - $80K Blue 35 1 1 3 8449.0 2092 6357.0 0.709 17634 120 0.667 0.248 9.4447e-05 0.99991000
715645908 Attrited Customer 59 M 0 High School Single $80K - $120K Gold 48 5 2 6 34516.0 0 34516.0 0.969 8480 71 0.821 0.000 9.9895e-01 0.00104747
717724233 Existing Customer 43 M 3 Unknown Unknown $80K - $120K Blue 28 2 1 3 9959.0 734 9225.0 0.860 16732 116 0.812 0.074 1.0566e-04 0.99989000
719850933 Existing Customer 30 M 2 College Single $60K - $80K Blue 36 1 3 3 4192.0 1734 2458.0 0.753 13345 106 0.893 0.414 2.9411e-04 0.99971000
790131033 Existing Customer 38 F 1 High School Married Less than $40K Blue 31 2 6 3 3416.0 2517 899.0 0.925 14230 105 0.780 0.737 2.1791e-04 0.99978000
721211433 Existing Customer 42 M 4 Doctorate Single $60K - $80K Blue 31 2 2 2 3322.0 0 3322.0 0.758 13784 108 0.588 0.000 1.7274e-04 0.99983000
721290708 Existing Customer 50 M 1 Uneducated Single $60K - $80K Blue 30 1 3 2 14217.0 1816 12401.0 0.978 15554 99 0.678 0.128 1.7360e-04 0.99983000
712107783 Existing Customer 49 M 4 College Single $60K - $80K Blue 35 1 2 2 17350.0 1817 15533.0 0.816 16132 118 0.873 0.105 1.1605e-04 0.99988000
818960133 Existing Customer 58 M 4 High School Married $60K - $80K Blue 53 1 3 0 13784.0 698 13086.0 0.750 13120 91 0.784 0.051 6.7650e-05 0.99993000
713560758 Existing Customer 54 F 1 Uneducated Married Less than $40K Blue 42 2 2 3 3181.0 2087 1094.0 0.752 13392 92 0.736 0.656 1.8475e-04 0.99982000
718579833 Existing Customer 39 F 3 Graduate Unknown Less than $40K Blue 26 2 2 1 5325.0 2488 2837.0 0.926 13674 101 0.836 0.467 7.1226e-05 0.99993000
778643733 Attrited Customer 48 F 1 Uneducated Single $40K - $60K Gold 28 3 2 1 23981.0 1454 22527.0 0.925 9140 64 0.684 0.061 9.8707e-01 0.01293000
770977833 Existing Customer 36 M 2 Graduate Married Less than $40K Blue 23 2 2 3 3920.0 0 3920.0 0.813 16500 102 0.729 0.000 1.9143e-04 0.99981000
708721533 Existing Customer 56 F 1 Graduate Married Less than $40K Blue 36 2 1 2 5158.0 1148 4010.0 0.637 13113 128 0.882 0.223 5.1697e-05 0.99995000
772300383 Existing Customer 57 F 2 Unknown Married $40K - $60K Blue 46 3 1 3 5073.0 1533 3540.0 0.654 13420 122 0.743 0.302 1.0183e-04 0.99990000
751155783 Existing Customer 47 F 2 High School Married $40K - $60K Blue 40 2 1 3 4074.0 1868 2206.0 0.688 15005 118 0.761 0.459 9.0056e-05 0.99991000
768457008 Existing Customer 27 M 1 Graduate Single $40K - $60K Blue 21 2 3 1 10284.0 787 9497.0 0.739 13355 92 0.840 0.077 1.0182e-04 0.99990000
794494308 Existing Customer 42 M 3 Uneducated Married $120K + Platinum 23 3 4 3 34516.0 2070 32446.0 0.880 13781 102 0.545 0.060 6.7743e-04 0.99932000
710980383 Attrited Customer 53 M 3 High School Single $80K - $120K Silver 33 2 2 3 34516.0 0 34516.0 0.534 6361 74 1.114 0.000 9.9430e-01 0.00570000
716663808 Existing Customer 57 F 3 High School Married Less than $40K Blue 36 3 3 1 3999.0 721 3278.0 0.847 15443 102 0.672 0.180 1.0943e-04 0.99989000
712912233 Existing Customer 50 F 0 Post-Graduate Divorced Less than $40K Blue 36 3 4 1 3468.0 2221 1247.0 0.783 14222 122 0.627 0.640 1.3237e-04 0.99987000
717992433 Existing Customer 50 M 4 Graduate Married $80K - $120K Blue 39 3 1 2 11900.0 1796 10104.0 0.651 14666 101 0.980 0.151 5.7762e-05 0.99994000
709971708 Attrited Customer 51 F 1 High School Single Unknown Blue 41 3 3 2 9701.0 0 9701.0 1.024 9404 62 0.824 0.000 9.9395e-01 0.00605000
715600533 Existing Customer 61 M 0 Graduate Single $80K - $120K Gold 50 3 3 3 34516.0 1357 33159.0 0.687 13722 124 0.746 0.039 2.9908e-04 0.99970000
710153583 Attrited Customer 30 F 0 Uneducated Married Less than $40K Blue 13 3 1 3 6075.0 0 6075.0 0.923 9242 63 0.909 0.000 9.8791e-01 0.01209000
794132808 Existing Customer 60 M 0 Uneducated Married $40K - $60K Blue 54 3 3 3 13035.0 1285 11750.0 0.761 14585 97 0.980 0.099 2.6692e-04 0.99973000
720565458 Attrited Customer 43 M 2 Post-Graduate Single $60K - $80K Blue 36 2 3 3 17306.0 0 17306.0 0.400 6205 65 0.806 0.000 9.9720e-01 0.00280059
715496058 Attrited Customer 41 F 4 Uneducated Single Less than $40K Gold 36 3 3 3 15987.0 0 15987.0 0.598 7832 73 0.780 0.000 9.9735e-01 0.00265290
709015833 Existing Customer 42 M 2 Graduate Single $60K - $80K Silver 36 3 3 2 34516.0 0 34516.0 0.774 12920 132 0.737 0.000 1.6253e-04 0.99984000
718612758 Existing Customer 36 M 2 High School Married $120K + Blue 36 3 1 2 34516.0 939 33577.0 0.826 15552 107 0.754 0.027 5.3542e-05 0.99995000
712438308 Existing Customer 27 F 1 High School Married Unknown Blue 15 2 1 2 7469.0 0 7469.0 0.688 16730 122 0.718 0.000 5.0256e-05 0.99995000
716238483 Attrited Customer 59 M 0 College Married $80K - $120K Blue 50 3 2 3 12918.0 2352 10566.0 1.008 9138 76 0.900 0.182 9.9378e-01 0.00622000
718297683 Attrited Customer 59 F 1 High School Single Less than $40K Blue 50 1 0 3 4085.0 0 4085.0 0.787 7597 71 0.690 0.000 9.6902e-01 0.03098000
712206033 Existing Customer 55 M 1 Graduate Married $40K - $60K Blue 36 2 1 2 3705.0 1355 2350.0 0.742 16089 119 0.725 0.366 5.1697e-05 0.99995000
710904708 Existing Customer 56 F 1 High School Married Less than $40K Blue 43 3 1 1 5319.0 921 4398.0 0.866 15048 110 0.618 0.173 3.0307e-05 0.99997000
711190233 Existing Customer 34 M 3 Graduate Married $40K - $60K Blue 36 3 2 1 4549.0 990 3559.0 0.745 13804 123 0.732 0.218 7.1226e-05 0.99993000
710535708 Existing Customer 49 M 2 Uneducated Married $80K - $120K Blue 39 2 3 1 15894.0 1293 14601.0 0.693 14256 118 0.735 0.081 1.1153e-04 0.99989000
794573883 Existing Customer 32 M 1 Unknown Single $40K - $60K Silver 16 3 3 1 17894.0 2517 15377.0 0.731 15305 111 0.586 0.141 1.0113e-04 0.99990000
719118708 Attrited Customer 49 F 3 Unknown Single Less than $40K Blue 37 2 2 2 5855.0 0 5855.0 0.962 9202 80 0.860 0.000 9.9236e-01 0.00764000
790201158 Existing Customer 60 F 1 Uneducated Married Less than $40K Silver 54 2 2 3 13062.0 1731 11331.0 0.936 13609 108 0.565 0.133 1.6694e-04 0.99983000
779333883 Attrited Customer 51 F 3 Uneducated Married Less than $40K Blue 33 3 3 3 7428.0 0 7428.0 0.873 8078 62 0.722 0.000 9.9691e-01 0.00308778
719805183 Existing Customer 39 M 2 College Married Less than $40K Blue 19 3 3 2 8848.0 961 7887.0 0.884 15352 117 0.671 0.109 1.7488e-04 0.99983000
721220583 Existing Customer 54 F 2 Graduate Married $40K - $60K Blue 41 3 1 3 7362.0 1176 6186.0 0.735 17390 130 0.688 0.160 9.2637e-05 0.99991000
779685558 Existing Customer 53 M 5 Graduate Single $120K + Gold 36 2 4 1 34516.0 2088 32428.0 0.822 15290 123 0.732 0.060 1.5593e-04 0.99984000
713965683 Existing Customer 35 M 3 Post-Graduate Married $80K - $120K Blue 28 3 1 2 4380.0 0 4380.0 0.719 17258 121 0.704 0.000 6.7249e-05 0.99993000
710667708 Existing Customer 47 M 2 Uneducated Single $60K - $80K Blue 36 3 3 2 12510.0 1871 10639.0 0.748 14018 128 0.778 0.150 1.8494e-04 0.99982000
718979733 Existing Customer 52 M 5 Unknown Single $60K - $80K Blue 36 2 3 2 23712.0 2195 21517.0 0.754 16258 115 0.855 0.093 2.0412e-04 0.99980000
712104333 Existing Customer 57 F 2 Doctorate Single Less than $40K Blue 44 2 2 3 9149.0 1254 7895.0 0.762 14401 100 0.754 0.137 2.7701e-04 0.99972000
793560033 Existing Customer 47 F 3 Uneducated Single Unknown Silver 33 2 2 3 34516.0 1930 32586.0 0.930 16369 125 0.736 0.056 1.8455e-04 0.99982000
779920533 Existing Customer 54 F 1 High School Married Less than $40K Blue 41 3 3 2 3784.0 2517 1267.0 0.648 15199 96 0.684 0.665 1.6413e-04 0.99984000
717480783 Existing Customer 39 M 1 High School Single $80K - $120K Blue 29 3 1 2 9680.0 2101 7579.0 0.626 15152 100 0.695 0.217 5.0256e-05 0.99995000
709066983 Existing Customer 50 M 4 High School Married $120K + Blue 41 2 2 2 34516.0 2353 32163.0 0.667 15214 129 0.675 0.068 1.1604e-04 0.99988000
718528008 Existing Customer 60 F 1 High School Married Less than $40K Blue 47 2 3 1 3845.0 1460 2385.0 0.857 14432 106 0.828 0.380 9.8983e-05 0.99990000
712390683 Existing Customer 41 M 2 Uneducated Single $40K - $60K Blue 27 2 3 1 13409.0 1255 12154.0 0.742 15573 99 0.768 0.094 1.1153e-04 0.99989000
826245858 Attrited Customer 50 M 2 Graduate Single $80K - $120K Silver 40 3 4 6 34516.0 0 34516.0 0.801 7661 79 1.079 0.000 9.9942e-01 0.00058361
712966458 Existing Customer 51 M 0 Unknown Married $80K - $120K Blue 36 3 2 3 8065.0 0 8065.0 0.729 14807 115 0.769 0.000 1.8057e-04 0.99982000
709467183 Existing Customer 56 M 3 Graduate Married $60K - $80K Blue 40 3 3 2 20501.0 561 19940.0 0.779 15162 99 0.678 0.027 1.8665e-04 0.99981000
710529708 Existing Customer 41 M 3 College Single $60K - $80K Blue 36 3 3 1 23260.0 1476 21784.0 0.975 15140 105 0.810 0.063 1.0944e-04 0.99989000
789817833 Attrited Customer 44 F 5 Post-Graduate Unknown Less than $40K Blue 33 3 3 2 9073.0 2466 6607.0 0.446 6793 60 1.069 0.272 9.9545e-01 0.00455475
712363158 Existing Customer 36 M 1 Graduate Single $60K - $80K Blue 24 3 2 1 20101.0 1299 18802.0 0.858 14732 115 0.855 0.065 6.4428e-05 0.99994000
717060858 Attrited Customer 31 M 0 Graduate Married Less than $40K Blue 36 3 2 3 6911.0 2517 4394.0 0.934 8123 71 0.732 0.364 9.9395e-01 0.00605000
718060983 Existing Customer 49 F 1 Graduate Married Less than $40K Blue 36 2 3 2 3423.0 2186 1237.0 0.671 14037 120 0.875 0.639 1.6883e-04 0.99983000
711600033 Existing Customer 40 F 3 College Single Less than $40K Silver 36 2 1 0 10729.0 0 10729.0 0.680 14364 108 0.636 0.000 1.8519e-05 0.99998000
709910733 Existing Customer 49 F 4 High School Single Unknown Silver 30 2 3 2 34516.0 1963 32553.0 0.758 13174 86 0.792 0.057 1.6570e-04 0.99983000
757291008 Attrited Customer 46 M 4 Unknown Married $80K - $120K Blue 39 3 3 2 34516.0 289 34227.0 0.950 8964 76 1.054 0.008 9.9520e-01 0.00479863
819376683 Existing Customer 54 M 1 Unknown Single $80K - $120K Blue 49 2 3 3 28570.0 2027 26543.0 0.749 15130 102 0.759 0.071 3.1211e-04 0.99969000
720458883 Existing Customer 29 M 1 High School Married $60K - $80K Blue 16 3 2 1 12495.0 2517 9978.0 0.827 14524 106 0.683 0.201 6.2633e-05 0.99994000
708963258 Attrited Customer 46 M 3 College Married $60K - $80K Blue 39 3 3 2 13344.0 1907 11437.0 0.832 8534 86 0.830 0.143 9.9452e-01 0.00548000
711746133 Attrited Customer 50 M 1 Unknown Single $120K + Blue 37 4 3 2 32563.0 0 32563.0 1.013 9220 81 0.884 0.000 9.9464e-01 0.00536000
715249533 Existing Customer 49 F 3 Graduate Single Unknown Blue 36 3 2 2 3375.0 0 3375.0 0.629 13992 103 0.807 0.000 1.1811e-04 0.99988000
708522033 Existing Customer 50 M 2 College Married $60K - $80K Blue 36 2 2 1 12299.0 1664 10635.0 0.879 15060 90 0.915 0.135 6.6734e-05 0.99993000
708496833 Attrited Customer 60 M 1 High School Single Less than $40K Blue 50 4 4 5 4613.0 0 4613.0 0.978 8970 78 1.294 0.000 9.9899e-01 0.00101395
717464958 Existing Customer 55 F 2 Doctorate Married Less than $40K Silver 36 3 2 1 10858.0 0 10858.0 0.787 14475 111 0.682 0.000 8.9751e-05 0.99991000
751166508 Existing Customer 57 M 3 Post-Graduate Single $80K - $120K Blue 50 3 1 1 34516.0 2293 32223.0 0.799 14287 114 0.754 0.066 4.0554e-05 0.99996000
795218883 Existing Customer 47 M 3 High School Married $60K - $80K Blue 41 2 3 3 4207.0 1556 2651.0 0.658 15312 122 0.718 0.370 3.0516e-04 0.99969000
710856558 Existing Customer 45 F 2 Graduate Married Less than $40K Blue 36 2 3 1 3336.0 1889 1447.0 0.850 13989 105 0.567 0.566 1.0848e-04 0.99989000
721107258 Existing Customer 45 F 5 Unknown Unknown Less than $40K Blue 37 2 2 2 5465.0 1967 3498.0 0.644 14192 115 0.667 0.360 1.2916e-04 0.99987000
716457783 Existing Customer 55 F 1 College Single Less than $40K Silver 36 3 1 3 12633.0 1661 10972.0 0.718 14378 98 0.690 0.131 7.6385e-05 0.99992000
710810883 Existing Customer 39 M 1 College Single $80K - $120K Blue 36 3 1 3 34516.0 1260 33256.0 0.877 14576 95 0.759 0.037 8.4537e-05 0.99992000
710895708 Attrited Customer 35 F 0 Doctorate Married Less than $40K Blue 27 2 3 2 3876.0 0 3876.0 0.848 7712 73 0.825 0.000 9.9554e-01 0.00445616
789200208 Existing Customer 40 F 4 Uneducated Married Unknown Blue 29 2 3 3 3326.0 2181 1145.0 0.827 13583 110 0.746 0.656 3.2620e-04 0.99967000
718578708 Existing Customer 49 M 4 Post-Graduate Single $120K + Silver 38 3 3 1 34516.0 1562 32954.0 0.618 14212 100 0.667 0.045 1.2095e-04 0.99988000
719859033 Attrited Customer 32 M 3 Graduate Married $40K - $60K Blue 20 2 2 2 3264.0 0 3264.0 0.549 6439 63 0.750 0.000 9.9161e-01 0.00839000
713036208 Existing Customer 46 M 1 Graduate Married $40K - $60K Blue 27 2 2 2 6903.0 2091 4812.0 0.919 15751 107 0.911 0.303 1.0684e-04 0.99989000
771769383 Existing Customer 42 F 3 Unknown Married Less than $40K Blue 31 2 3 2 2940.0 0 2940.0 0.962 14792 120 0.875 0.000 2.0516e-04 0.99979000
718316058 Existing Customer 51 M 1 Uneducated Married $60K - $80K Blue 38 3 3 1 13731.0 1375 12356.0 0.878 14826 99 0.707 0.100 1.0469e-04 0.99990000
710155983 Attrited Customer 52 M 1 Unknown Single $40K - $60K Blue 36 3 3 4 4826.0 0 4826.0 0.954 8585 62 1.000 0.000 9.9813e-01 0.00187387
779571708 Attrited Customer 43 M 5 Graduate Married $60K - $80K Blue 25 1 2 3 4259.0 0 4259.0 0.934 7993 71 0.651 0.000 9.9497e-01 0.00503000
718042383 Existing Customer 38 M 1 Uneducated Unknown $40K - $60K Blue 18 3 3 3 3523.0 1379 2144.0 0.710 15108 118 0.710 0.391 2.9196e-04 0.99971000
710244108 Existing Customer 44 M 3 College Married $60K - $80K Gold 34 3 1 3 34516.0 1543 32973.0 0.774 13967 101 0.712 0.045 1.0767e-04 0.99989000
806649333 Existing Customer 47 F 4 High School Unknown Unknown Blue 42 3 3 2 16998.0 1404 15594.0 0.785 13977 127 0.693 0.083 1.8339e-04 0.99982000
789280683 Existing Customer 56 M 2 Graduate Single $120K + Blue 45 2 2 3 11714.0 898 10816.0 0.726 13956 122 0.718 0.077 1.9143e-04 0.99981000
713318733 Attrited Customer 32 M 0 College Single $60K - $80K Blue 24 3 2 3 4097.0 0 4097.0 0.836 8376 64 0.684 0.000 9.9378e-01 0.00622000
709611183 Attrited Customer 41 F 3 High School Married Less than $40K Blue 31 3 3 3 3952.0 0 3952.0 1.002 8241 82 0.952 0.000 9.9673e-01 0.00326528
712441308 Attrited Customer 41 F 4 Unknown Single Unknown Blue 25 2 2 3 29295.0 0 29295.0 1.411 9865 65 0.711 0.000 9.9549e-01 0.00451007
709315383 Existing Customer 31 F 0 Post-Graduate Single Unknown Blue 36 3 3 1 26423.0 0 26423.0 0.671 13575 108 0.770 0.000 1.0953e-04 0.99989000
710141208 Existing Customer 45 F 4 Uneducated Married Less than $40K Blue 37 3 3 1 3196.0 1817 1379.0 0.731 13300 104 0.677 0.569 1.1697e-04 0.99988000
711684408 Attrited Customer 50 F 0 Graduate Married Less than $40K Blue 38 2 3 1 4935.0 1574 3361.0 1.010 8527 84 0.500 0.319 9.8937e-01 0.01063000
758331483 Existing Customer 31 M 0 Graduate Single $60K - $80K Silver 24 2 2 2 34516.0 984 33532.0 0.913 15347 109 0.787 0.029 8.8254e-05 0.99991000
715825458 Attrited Customer 47 M 2 Graduate Married $80K - $120K Blue 36 3 3 2 12933.0 2239 10694.0 0.445 6564 56 0.514 0.173 9.9447e-01 0.00553000
708248358 Existing Customer 42 M 4 Graduate Unknown $60K - $80K Silver 30 3 1 3 29937.0 0 29937.0 0.746 14863 109 0.627 0.000 8.7785e-05 0.99991000
779808333 Existing Customer 48 F 2 Graduate Single Less than $40K Blue 38 2 1 2 8881.0 1901 6980.0 0.808 15530 110 0.692 0.214 5.5077e-05 0.99994000
715989108 Existing Customer 52 M 3 Unknown Single $80K - $120K Blue 42 3 3 3 27514.0 1834 25680.0 0.769 12841 100 0.786 0.067 3.4503e-04 0.99965000
714912408 Existing Customer 45 M 2 Uneducated Married $80K - $120K Blue 37 3 1 1 32275.0 1845 30430.0 0.841 14917 88 0.796 0.057 3.4150e-05 0.99997000
827683383 Existing Customer 48 F 3 Uneducated Divorced Less than $40K Blue 44 3 2 1 4107.0 2517 1590.0 0.779 16027 112 0.723 0.613 7.3235e-05 0.99993000
719595708 Existing Customer 53 F 2 High School Married Unknown Blue 47 3 1 1 7469.0 1294 6175.0 0.869 15212 124 0.746 0.173 3.2288e-05 0.99997000
711566208 Existing Customer 58 F 3 Graduate Married Less than $40K Blue 36 2 2 2 5023.0 1857 3166.0 0.631 14111 98 0.690 0.370 1.1811e-04 0.99988000
711161133 Attrited Customer 36 F 2 Unknown Single Less than $40K Blue 36 2 3 3 6071.0 0 6071.0 0.912 9338 59 0.903 0.000 9.9700e-01 0.00299743
715052583 Existing Customer 45 M 3 Doctorate Single $60K - $80K Silver 34 3 3 1 27494.0 879 26615.0 0.671 14375 112 0.672 0.032 1.4718e-04 0.99985000
714586458 Existing Customer 41 F 1 High School Divorced Less than $40K Blue 36 2 3 1 7106.0 2031 5075.0 0.746 16377 124 0.746 0.286 9.8983e-05 0.99990000
711523533 Existing Customer 43 M 5 Post-Graduate Single $60K - $80K Blue 31 3 3 1 17230.0 1805 15425.0 0.788 14781 130 0.857 0.105 1.3178e-04 0.99987000
756658083 Existing Customer 49 M 4 Post-Graduate Single $80K - $120K Blue 42 3 2 1 30885.0 2018 28867.0 0.904 17350 115 0.620 0.065 8.4706e-05 0.99992000
709247808 Existing Customer 53 F 1 Unknown Unknown Less than $40K Blue 43 2 2 2 3629.0 2517 1112.0 0.735 14205 102 0.759 0.694 1.1743e-04 0.99988000
713242383 Attrited Customer 39 M 2 Uneducated Married $120K + Silver 19 2 1 2 34516.0 796 33720.0 0.841 7721 75 0.667 0.023 9.8083e-01 0.01917000
717135333 Existing Customer 50 F 1 Graduate Single Unknown Blue 36 3 2 2 17970.0 1390 16580.0 0.724 13204 97 0.796 0.077 1.0684e-04 0.99989000
716150358 Existing Customer 38 M 3 Graduate Married Less than $40K Silver 27 3 2 3 10343.0 2070 8273.0 0.747 14805 115 0.769 0.200 1.7949e-04 0.99982000
717457008 Attrited Customer 43 M 3 Uneducated Single $40K - $60K Blue 36 3 3 3 9267.0 0 9267.0 0.866 7991 90 1.093 0.000 9.9691e-01 0.00308778
711822933 Existing Customer 55 F 2 College Married $40K - $60K Blue 45 2 3 3 2985.0 1651 1334.0 0.693 14187 103 0.873 0.553 2.9411e-04 0.99971000
803968233 Existing Customer 39 F 2 Uneducated Married Less than $40K Silver 34 3 3 3 14386.0 2517 11869.0 0.735 13377 114 0.869 0.175 2.8105e-04 0.99972000
779037408 Existing Customer 38 M 1 High School Single $40K - $60K Blue 19 2 3 3 3581.0 694 2887.0 0.673 14637 109 0.787 0.194 2.7604e-04 0.99972000
709007883 Existing Customer 37 M 2 Graduate Married Less than $40K Blue 28 2 2 3 3079.0 1267 1812.0 0.650 14540 104 0.552 0.411 1.9143e-04 0.99981000
714635883 Existing Customer 48 F 2 Unknown Single Less than $40K Blue 37 3 3 2 3594.0 1996 1598.0 0.795 14881 109 0.703 0.555 1.9771e-04 0.99980000
779914383 Existing Customer 34 M 1 Uneducated Married $60K - $80K Blue 18 3 2 2 10488.0 1636 8852.0 0.681 14719 116 0.681 0.156 1.0985e-04 0.99989000
712841883 Attrited Customer 50 M 3 College Single $80K - $120K Silver 36 3 3 2 34516.0 2517 31999.0 0.735 7155 66 0.650 0.073 9.9394e-01 0.00606000
719582058 Attrited Customer 41 M 3 Doctorate Single $80K - $120K Blue 29 2 2 3 24001.0 1629 22372.0 0.965 9102 75 0.974 0.068 9.9653e-01 0.00346592
708387933 Existing Customer 49 F 2 Post-Graduate Married Less than $40K Blue 37 2 1 2 5500.0 0 5500.0 0.675 14357 110 0.618 0.000 6.4807e-05 0.99994000
717251508 Existing Customer 37 M 1 Uneducated Married $120K + Blue 17 1 1 3 34516.0 0 34516.0 0.776 14127 116 0.731 0.000 8.9404e-05 0.99991000
710699283 Existing Customer 46 M 2 Graduate Single $120K + Blue 28 1 1 1 7790.0 1921 5869.0 0.789 14567 131 0.617 0.247 3.3214e-05 0.99997000
709141908 Existing Customer 53 M 2 Graduate Married $80K - $120K Blue 41 2 3 1 10301.0 2451 7850.0 0.906 16359 111 0.657 0.238 1.0848e-04 0.99989000
720356133 Existing Customer 48 F 4 High School Single Unknown Blue 36 2 3 1 23939.0 1419 22520.0 0.785 14812 101 0.804 0.059 1.1060e-04 0.99989000
717788958 Existing Customer 31 M 0 Graduate Divorced $80K - $120K Blue 19 1 1 2 21615.0 570 21045.0 0.737 16464 103 0.717 0.026 4.7263e-05 0.99995000
778563858 Existing Customer 40 F 3 Uneducated Married Less than $40K Blue 33 1 1 1 8712.0 991 7721.0 0.615 14512 115 0.769 0.114 3.5437e-05 0.99996000
711096633 Attrited Customer 37 F 2 Uneducated Unknown Less than $40K Silver 29 5 2 6 12203.0 0 12203.0 0.900 8600 94 0.843 0.000 9.9892e-01 0.00108359
716816583 Existing Customer 61 M 0 Graduate Married $60K - $80K Blue 48 1 3 1 15483.0 2148 13335.0 0.738 14463 94 0.774 0.139 9.3087e-05 0.99991000
719841708 Existing Customer 45 M 0 Uneducated Single $80K - $120K Blue 36 1 4 3 20356.0 2031 18325.0 0.752 15180 121 0.806 0.100 3.2257e-04 0.99968000
708555633 Existing Customer 32 F 1 High School Single Less than $40K Blue 16 2 3 1 3548.0 2517 1031.0 0.818 15157 97 0.865 0.709 9.8983e-05 0.99990000
714638883 Existing Customer 31 M 0 Graduate Single $40K - $60K Blue 36 2 3 3 4661.0 1835 2826.0 0.999 14257 110 0.964 0.394 2.5960e-04 0.99974000
809147283 Existing Customer 43 F 5 Graduate Married Less than $40K Gold 38 2 2 1 15987.0 1372 14615.0 0.649 15058 109 0.912 0.086 8.1644e-05 0.99992000
708197358 Attrited Customer 57 M 2 Uneducated Unknown $80K - $120K Blue 48 4 1 3 30543.0 264 30279.0 0.882 7784 63 0.703 0.009 9.8961e-01 0.01039000
757247808 Attrited Customer 42 F 3 Graduate Married Less than $40K Blue 35 2 4 3 5230.0 2517 2713.0 0.937 9495 61 0.605 0.481 9.9737e-01 0.00262820
820922733 Existing Customer 43 M 2 Graduate Married $80K - $120K Blue 38 2 1 2 34516.0 0 34516.0 0.674 14160 124 0.771 0.000 5.5077e-05 0.99994000
807977808 Existing Customer 39 F 2 Graduate Single Less than $40K Blue 34 1 3 3 3246.0 2517 729.0 0.722 13671 103 0.689 0.775 3.0251e-04 0.99970000
712863183 Existing Customer 46 F 3 Graduate Married $40K - $60K Blue 38 2 3 3 10018.0 829 9189.0 0.844 13819 114 0.810 0.083 3.1390e-04 0.99969000
778825908 Existing Customer 43 F 2 Unknown Single Less than $40K Silver 24 1 1 3 10272.0 1523 8749.0 0.869 14321 113 0.794 0.148 9.2006e-05 0.99991000
713379258 Existing Customer 32 F 1 High School Married Less than $40K Blue 36 1 1 2 4097.0 1293 2804.0 0.671 15925 100 0.786 0.316 5.0256e-05 0.99995000
710232483 Existing Customer 49 F 1 Uneducated Married Unknown Blue 36 2 3 2 19846.0 2162 17684.0 0.602 16908 122 0.694 0.109 1.7360e-04 0.99983000
710170758 Attrited Customer 32 M 0 Post-Graduate Married $60K - $80K Blue 25 6 2 2 4469.0 2331 2138.0 1.006 8314 67 0.763 0.522 9.9137e-01 0.00863000
803421108 Existing Customer 49 M 4 Graduate Single $80K - $120K Blue 43 1 2 2 20701.0 2517 18184.0 1.023 14374 113 0.823 0.122 1.1937e-04 0.99988000
792152283 Existing Customer 54 M 3 Graduate Married $120K + Blue 48 1 3 2 8426.0 0 8426.0 0.960 14378 103 0.717 0.000 1.8665e-04 0.99981000
717291333 Existing Customer 38 M 3 Uneducated Married $80K - $120K Blue 29 2 2 2 16722.0 0 16722.0 0.719 15110 113 0.823 0.000 1.2144e-04 0.99988000
714928158 Existing Customer 60 M 0 High School Single $80K - $120K Silver 36 1 2 3 34516.0 806 33710.0 0.755 13434 102 0.672 0.023 1.4430e-04 0.99986000
780511683 Attrited Customer 47 M 3 Graduate Single $40K - $60K Blue 34 4 3 3 4413.0 232 4181.0 0.799 7869 76 0.767 0.053 9.9683e-01 0.00317458
772491333 Existing Customer 31 F 1 Post-Graduate Married Less than $40K Blue 21 2 1 2 5342.0 2005 3337.0 0.682 14738 94 0.709 0.375 6.0830e-05 0.99994000
719847108 Attrited Customer 52 M 1 Unknown Married $40K - $60K Blue 36 4 3 3 8455.0 2517 5938.0 0.809 8124 73 1.028 0.298 9.9681e-01 0.00319278
808045833 Existing Customer 49 M 3 Uneducated Single Less than $40K Blue 44 2 3 2 7659.0 1698 5961.0 0.992 15860 105 0.750 0.222 1.9191e-04 0.99981000
708385533 Attrited Customer 49 F 1 Graduate Married Less than $40K Silver 36 2 3 3 11059.0 0 11059.0 0.990 9524 80 0.905 0.000 9.9612e-01 0.00388140
770205708 Existing Customer 31 M 0 Unknown Married Less than $40K Blue 25 2 3 0 4093.0 0 4093.0 0.697 15495 112 0.778 0.000 6.2588e-05 0.99994000
719379858 Attrited Customer 39 M 1 Graduate Married $80K - $120K Blue 36 2 2 3 24239.0 0 24239.0 0.940 8549 73 0.780 0.000 9.9447e-01 0.00553000
709657533 Attrited Customer 44 M 3 High School Unknown $120K + Blue 36 2 3 2 7793.0 2270 5523.0 0.945 8260 54 0.500 0.291 9.9452e-01 0.00548000
798788958 Existing Customer 32 M 1 High School Single $80K - $120K Blue 26 2 3 2 6407.0 1130 5277.0 0.756 14471 93 0.603 0.176 1.6413e-04 0.99984000
720011958 Existing Customer 57 M 2 High School Single $60K - $80K Blue 36 2 3 3 6024.0 1532 4492.0 0.867 15763 97 0.830 0.254 2.9408e-04 0.99971000
708982158 Existing Customer 48 F 2 Graduate Single Less than $40K Blue 36 2 2 3 3352.0 2122 1230.0 0.701 14802 106 0.797 0.633 1.9143e-04 0.99981000
710803983 Existing Customer 44 M 1 Unknown Married $80K - $120K Blue 33 2 3 1 32222.0 0 32222.0 0.844 14220 95 0.610 0.000 1.1192e-04 0.99989000
719768658 Existing Customer 31 F 0 College Married Unknown Silver 24 2 3 1 34516.0 2032 32484.0 0.820 14544 104 0.705 0.059 8.1774e-05 0.99992000
711355908 Existing Customer 44 F 3 Graduate Unknown Unknown Silver 36 2 3 3 34516.0 941 33575.0 0.659 12042 117 0.857 0.027 2.8364e-04 0.99972000
813153108 Existing Customer 49 M 4 College Married $80K - $120K Blue 44 2 3 3 31091.0 966 30125.0 0.570 14565 108 0.742 0.031 3.0845e-04 0.99969000
712487883 Attrited Customer 54 M 5 High School Married $80K - $120K Blue 48 2 1 3 7464.0 0 7464.0 0.865 9071 74 1.000 0.000 9.8936e-01 0.01064000
753220383 Attrited Customer 29 M 0 Graduate Single $120K + Blue 22 2 2 3 11722.0 0 11722.0 0.778 8302 78 0.902 0.000 9.9395e-01 0.00605000
708340758 Attrited Customer 41 M 4 High School Married Less than $40K Blue 32 2 3 3 7769.0 0 7769.0 0.943 8109 74 0.762 0.000 9.9677e-01 0.00323086
720852108 Existing Customer 46 M 4 High School Divorced $120K + Blue 31 2 3 1 3569.0 1553 2016.0 0.798 16695 116 0.681 0.435 1.1060e-04 0.99989000
716728233 Existing Customer 47 F 4 High School Married Less than $40K Blue 36 1 3 1 3216.0 1480 1736.0 0.733 14178 123 0.809 0.460 1.1060e-04 0.99989000
711863433 Existing Customer 30 M 1 Unknown Unknown Less than $40K Blue 13 1 3 1 3789.0 1782 2007.0 0.850 15670 116 0.785 0.470 1.1192e-04 0.99989000
779422458 Existing Customer 31 F 1 Unknown Divorced Less than $40K Blue 13 2 2 3 3533.0 1206 2327.0 0.859 16339 120 0.579 0.341 1.9751e-04 0.99980000
715573758 Existing Customer 43 M 4 Uneducated Married $120K + Silver 36 1 2 1 34516.0 1816 32700.0 0.995 15226 113 0.712 0.053 6.6879e-05 0.99993000
794530608 Existing Customer 52 M 2 Uneducated Single $80K - $120K Blue 34 2 2 3 27229.0 0 27229.0 0.795 13264 120 0.667 0.000 1.9683e-04 0.99980000
718376583 Attrited Customer 52 M 2 Graduate Divorced $80K - $120K Silver 44 4 3 2 34516.0 751 33765.0 0.357 5806 40 0.429 0.022 9.9389e-01 0.00611000
720827133 Attrited Customer 43 F 3 Doctorate Single Less than $40K Blue 30 1 2 2 6261.0 463 5798.0 0.889 8132 64 0.600 0.074 9.9418e-01 0.00582000
767414808 Existing Customer 57 F 0 Uneducated Married Less than $40K Blue 51 2 3 3 6996.0 2092 4904.0 0.794 15017 120 0.765 0.299 2.6692e-04 0.99973000
718919433 Existing Customer 52 F 4 Graduate Single Less than $40K Blue 36 2 3 3 4440.0 1149 3291.0 0.842 14973 112 0.723 0.259 3.1726e-04 0.99968000
708694983 Existing Customer 55 F 1 Uneducated Unknown Less than $40K Blue 36 1 2 1 3150.0 2222 928.0 0.794 14750 96 0.655 0.705 6.6245e-05 0.99993000
719270358 Existing Customer 57 F 2 Doctorate Divorced $40K - $60K Blue 48 2 2 2 4288.0 1678 2610.0 0.643 15505 113 0.687 0.391 1.6471e-04 0.99984000
708948483 Attrited Customer 54 M 3 Graduate Married $80K - $120K Silver 36 2 3 1 34516.0 761 33755.0 0.838 8444 68 0.744 0.022 9.9026e-01 0.00974000
708462258 Existing Customer 51 F 1 High School Married Less than $40K Blue 38 1 1 2 5189.0 1171 4018.0 0.732 16563 94 0.741 0.226 5.0256e-05 0.99995000
716721483 Attrited Customer 59 M 0 Uneducated Single $40K - $60K Blue 52 1 2 2 14458.0 2017 12441.0 0.990 8696 72 0.895 0.140 9.9014e-01 0.00986000
799011558 Existing Customer 43 M 3 Uneducated Married $120K + Blue 37 1 2 3 16909.0 1171 15738.0 0.767 15740 120 0.739 0.069 2.0424e-04 0.99980000
710697408 Existing Customer 41 F 5 Unknown Married Less than $40K Blue 22 2 1 3 6739.0 896 5843.0 0.765 15471 115 0.855 0.133 1.0512e-04 0.99989000
710527533 Attrited Customer 45 M 5 College Single $40K - $60K Blue 36 4 3 3 4982.0 0 4982.0 0.886 8586 58 1.000 0.000 9.9672e-01 0.00328158
709996833 Attrited Customer 31 M 1 Post-Graduate Single Less than $40K Silver 36 6 3 5 12359.0 0 12359.0 0.843 7528 70 0.628 0.000 9.9888e-01 0.00112034
718531983 Existing Customer 51 M 3 High School Married $80K - $120K Blue 41 1 3 3 9959.0 2068 7891.0 0.741 13810 124 0.797 0.208 3.0516e-04 0.99969000
715554708 Existing Customer 53 M 1 High School Unknown $120K + Blue 34 2 1 2 8507.0 1484 7023.0 0.709 14949 114 0.727 0.174 5.0256e-05 0.99995000
718774533 Existing Customer 48 M 1 College Married $60K - $80K Blue 44 2 3 1 15355.0 1823 13532.0 0.809 15053 111 1.018 0.119 9.8992e-05 0.99990000
712337208 Existing Customer 59 F 2 Unknown Single Unknown Blue 46 2 3 2 23731.0 1890 21841.0 0.677 13647 93 0.576 0.080 1.9771e-04 0.99980000
714022833 Attrited Customer 42 F 2 Graduate Single $40K - $60K Silver 32 4 3 3 17909.0 0 17909.0 0.225 5977 58 0.487 0.000 9.9636e-01 0.00364408
710026458 Existing Customer 34 M 1 Unknown Married $40K - $60K Blue 36 2 2 2 3995.0 2475 1520.0 0.817 12575 99 0.800 0.620 1.1743e-04 0.99988000
710178558 Attrited Customer 46 M 2 High School Married $60K - $80K Gold 38 5 3 6 34516.0 2517 31999.0 0.956 9314 89 0.978 0.073 9.9943e-01 0.00056902
768712383 Attrited Customer 51 M 5 Graduate Divorced $120K + Blue 45 6 3 6 34516.0 0 34516.0 0.757 8173 91 1.022 0.000 9.9938e-01 0.00061727
711156858 Attrited Customer 48 F 5 High School Single Less than $40K Blue 40 1 4 3 8297.0 2517 5780.0 0.899 9819 74 0.682 0.303 9.9728e-01 0.00271707
719799033 Existing Customer 52 M 1 Post-Graduate Unknown $80K - $120K Blue 40 2 1 2 5520.0 2448 3072.0 0.862 14330 116 0.681 0.443 6.0830e-05 0.99994000
720788883 Existing Customer 58 F 0 Uneducated Unknown Unknown Blue 36 1 2 3 3736.0 2209 1527.0 0.980 15886 118 0.662 0.591 1.6891e-04 0.99983000
710306358 Attrited Customer 38 M 1 Unknown Married $40K - $60K Blue 18 1 1 2 9664.0 1983 7681.0 0.873 7995 56 0.806 0.205 9.8271e-01 0.01729000
758617233 Existing Customer 56 F 5 Doctorate Single Less than $40K Blue 49 3 3 2 4132.0 1559 2573.0 0.827 14781 108 0.688 0.377 2.6871e-04 0.99973000
720163458 Existing Customer 38 M 1 Uneducated Unknown $120K + Blue 21 4 2 3 28043.0 1786 26257.0 0.802 14521 109 0.847 0.064 1.8475e-04 0.99982000
708482658 Existing Customer 41 M 3 Graduate Married $80K - $120K Blue 31 3 2 2 9959.0 1946 8013.0 0.725 15594 114 0.676 0.195 1.1811e-04 0.99988000
826148883 Existing Customer 45 M 2 Graduate Married $120K + Blue 41 4 3 1 16453.0 1660 14793.0 0.629 14762 108 0.742 0.101 1.0848e-04 0.99989000
779055033 Attrited Customer 43 F 3 Uneducated Unknown Less than $40K Blue 24 1 2 2 8256.0 2416 5840.0 0.696 8104 64 0.730 0.293 9.9183e-01 0.00817000
713118183 Existing Customer 31 M 1 Unknown Married $40K - $60K Blue 23 5 1 2 13427.0 1562 11865.0 0.537 13117 108 0.714 0.116 5.6825e-05 0.99994000
714103083 Existing Customer 47 M 2 College Married $40K - $60K Blue 37 6 3 1 3263.0 1525 1738.0 0.542 14649 110 0.833 0.467 1.0546e-04 0.99989000
714145233 Attrited Customer 34 M 0 Graduate Divorced $80K - $120K Silver 24 1 2 3 34516.0 400 34116.0 0.202 5112 49 0.256 0.012 9.9331e-01 0.00669000
719547033 Attrited Customer 40 M 4 Unknown Married $80K - $120K Blue 31 1 3 6 23502.0 0 23502.0 0.839 7957 60 0.875 0.000 9.9945e-01 0.00055285
720899058 Existing Customer 35 M 2 Graduate Married $80K - $120K Blue 21 6 2 1 7685.0 2517 5168.0 0.745 13604 116 0.731 0.328 6.8640e-05 0.99993000
789432033 Attrited Customer 32 F 1 Graduate Married Less than $40K Blue 23 1 2 3 4065.0 230 3835.0 0.779 7844 64 0.730 0.057 9.9447e-01 0.00553000
717214158 Existing Customer 41 M 4 Post-Graduate Married $40K - $60K Blue 28 5 3 3 9815.0 0 9815.0 0.859 15475 94 0.679 0.000 3.7329e-04 0.99963000
715269483 Existing Customer 50 M 4 Post-Graduate Married $120K + Blue 36 4 1 3 17374.0 2517 14857.0 0.743 15473 128 0.707 0.145 1.1432e-04 0.99989000
718805733 Existing Customer 39 F 2 Graduate Single $40K - $60K Blue 28 3 1 1 7093.0 2517 4576.0 0.745 13937 120 0.846 0.355 3.3214e-05 0.99997000
789780033 Existing Customer 33 M 3 College Married $80K - $120K Silver 22 6 2 2 34516.0 917 33599.0 0.764 14202 114 0.781 0.027 1.0375e-04 0.99990000
716482533 Existing Customer 48 F 2 Unknown Married Less than $40K Blue 36 2 1 2 3329.0 0 3329.0 0.814 14893 98 0.815 0.000 6.0540e-05 0.99994000
708319908 Attrited Customer 37 M 3 Graduate Single $80K - $120K Blue 17 1 1 2 4116.0 1473 2643.0 1.023 8667 70 0.892 0.358 9.8280e-01 0.01720000
711663858 Existing Customer 28 M 1 Post-Graduate Single Unknown Blue 13 4 3 3 20030.0 1204 18826.0 0.979 15862 127 0.693 0.060 3.3411e-04 0.99967000
716894658 Existing Customer 49 F 1 Graduate Divorced Less than $40K Blue 44 5 2 2 8687.0 1763 6924.0 0.796 16824 123 0.708 0.203 1.0684e-04 0.99989000
714082308 Attrited Customer 39 M 3 High School Single $80K - $120K Blue 13 2 1 3 8656.0 0 8656.0 0.893 8056 89 0.935 0.000 9.8941e-01 0.01059000
708082083 Existing Customer 45 F 3 High School Married Less than $40K Blue 36 4 3 3 3544.0 1661 1883.0 0.831 15149 111 0.734 0.469 3.0516e-04 0.99969000
714820158 Attrited Customer 29 M 0 High School Single $40K - $60K Blue 36 6 3 1 5988.0 660 5328.0 1.041 10211 68 1.000 0.110 9.8907e-01 0.01093000
713347608 Attrited Customer 54 F 2 Post-Graduate Single Less than $40K Blue 43 2 3 2 4917.0 0 4917.0 0.972 9442 69 0.917 0.000 9.9530e-01 0.00470167
721395633 Existing Customer 53 M 1 Graduate Single $80K - $120K Blue 41 5 3 3 18591.0 994 17597.0 0.737 15063 108 0.662 0.053 2.8395e-04 0.99972000
721438233 Existing Customer 39 M 2 Post-Graduate Single $40K - $60K Blue 31 6 3 3 3297.0 1761 1536.0 0.879 15580 120 0.739 0.534 3.5594e-04 0.99964000
713987808 Existing Customer 43 F 3 College Single Less than $40K Blue 33 4 2 2 5702.0 2165 3537.0 0.790 14970 120 0.935 0.380 1.1483e-04 0.99989000
721086483 Existing Customer 27 F 0 Uneducated Single Less than $40K Silver 19 3 3 3 10982.0 2517 8465.0 0.840 13563 97 0.732 0.229 2.4118e-04 0.99976000
709969758 Existing Customer 43 M 3 Graduate Single $60K - $80K Platinum 35 4 3 3 34516.0 1774 32742.0 0.667 13966 115 0.667 0.051 5.4523e-04 0.99945000
801502008 Existing Customer 37 M 1 Graduate Married $60K - $80K Blue 31 5 1 2 20144.0 1195 18949.0 0.670 14287 106 0.828 0.059 5.1697e-05 0.99995000
819051183 Existing Customer 47 F 4 Graduate Married Unknown Blue 42 4 1 3 16349.0 1925 14424.0 0.833 16207 114 0.810 0.118 9.7154e-05 0.99990000
710858658 Existing Customer 48 F 4 Doctorate Divorced Less than $40K Silver 38 2 1 2 10610.0 0 10610.0 0.664 15050 108 0.742 0.000 7.5527e-05 0.99992000
716002458 Existing Customer 43 M 4 College Married $40K - $60K Blue 30 1 1 2 7386.0 656 6730.0 0.885 15691 126 0.680 0.089 5.6158e-05 0.99994000
718080558 Attrited Customer 41 F 4 High School Single Less than $40K Blue 36 6 3 3 4720.0 0 4720.0 0.978 8798 67 0.675 0.000 9.9677e-01 0.00323086
788019483 Existing Customer 49 M 3 Graduate Married $80K - $120K Blue 40 4 1 3 3660.0 766 2894.0 0.535 14515 122 0.848 0.209 9.6126e-05 0.99990000
716151858 Existing Customer 46 M 3 Unknown Single $80K - $120K Blue 36 5 1 3 12932.0 1893 11039.0 0.804 15372 97 0.796 0.146 1.0566e-04 0.99989000
717241233 Existing Customer 60 F 1 Unknown Single Less than $40K Blue 51 3 3 3 6089.0 1341 4748.0 0.757 14112 123 0.809 0.220 3.1211e-04 0.99969000
713880633 Attrited Customer 53 M 2 Unknown Single $60K - $80K Blue 43 2 2 3 5905.0 0 5905.0 0.797 8883 83 0.729 0.000 9.9527e-01 0.00472896
712374708 Existing Customer 28 F 0 Graduate Married Unknown Blue 15 2 2 2 23103.0 897 22206.0 0.913 14049 120 0.714 0.039 9.7673e-05 0.99990000
721145433 Existing Customer 52 F 5 High School Single Less than $40K Silver 36 3 2 2 11280.0 1523 9757.0 0.765 16237 128 0.753 0.135 1.0322e-04 0.99990000
711398433 Existing Customer 38 M 0 High School Married $60K - $80K Blue 31 4 3 3 16565.0 1200 15365.0 0.680 16736 99 0.800 0.072 2.5237e-04 0.99975000
715601808 Existing Customer 50 M 3 Graduate Married $120K + Blue 41 4 2 3 34516.0 2253 32263.0 1.032 16692 131 0.795 0.065 1.9864e-04 0.99980000
717324183 Existing Customer 31 F 0 High School Single Less than $40K Silver 21 3 1 3 14305.0 1288 13017.0 0.774 14769 119 0.630 0.090 6.9827e-05 0.99993000
720557883 Existing Customer 35 M 3 Uneducated Single Less than $40K Blue 21 5 2 1 6104.0 1595 4509.0 0.619 15240 102 0.729 0.261 7.3235e-05 0.99993000
708759408 Existing Customer 48 F 3 Uneducated Single $40K - $60K Blue 39 6 3 2 4207.0 0 4207.0 0.923 15124 108 0.714 0.000 1.9191e-04 0.99981000
719430483 Existing Customer 51 M 3 College Married $120K + Blue 40 3 3 2 34516.0 1476 33040.0 0.763 14145 119 0.776 0.043 1.8146e-04 0.99982000
758753283 Attrited Customer 52 M 3 Doctorate Married $120K + Blue 45 1 3 3 34516.0 550 33966.0 0.674 7341 71 0.732 0.016 9.9780e-01 0.00219584
716933283 Existing Customer 52 M 2 High School Single $60K - $80K Gold 39 4 1 1 34516.0 1882 32634.0 0.743 14738 116 0.758 0.055 3.7200e-05 0.99996000
773172483 Attrited Customer 30 M 0 Graduate Married $40K - $60K Blue 23 6 2 4 4063.0 0 4063.0 0.776 7463 70 0.707 0.000 9.9645e-01 0.00355470
721459008 Existing Customer 36 M 2 High School Single $120K + Blue 36 4 1 2 11791.0 1168 10623.0 0.662 14885 101 0.629 0.099 5.3542e-05 0.99995000
710639658 Attrited Customer 29 M 1 High School Single $60K - $80K Blue 17 6 1 3 17744.0 829 16915.0 0.851 9658 78 0.773 0.047 9.8831e-01 0.01169000
710710233 Existing Customer 58 M 4 Graduate Married $120K + Silver 45 4 2 3 34516.0 0 34516.0 0.849 15560 100 0.724 0.000 1.8141e-04 0.99982000
708996708 Existing Customer 55 M 1 Graduate Single $80K - $120K Blue 46 3 1 1 21032.0 1409 19623.0 0.767 15584 105 0.810 0.067 3.1176e-05 0.99997000
713315433 Existing Customer 61 M 2 Uneducated Married $60K - $80K Blue 48 4 1 2 18571.0 0 18571.0 0.594 15802 118 0.686 0.000 5.6630e-05 0.99994000
712941483 Attrited Customer 51 F 4 Post-Graduate Married $40K - $60K Silver 43 1 3 3 3735.0 0 3735.0 0.762 6826 61 0.848 0.000 9.9705e-01 0.00295494
789890958 Existing Customer 53 F 4 High School Divorced $40K - $60K Blue 43 3 1 2 10948.0 482 10466.0 0.742 16230 111 0.947 0.044 5.6153e-05 0.99994000
714757083 Attrited Customer 44 M 4 Uneducated Married $60K - $80K Silver 37 1 2 2 29076.0 0 29076.0 0.770 8765 84 1.211 0.000 9.9106e-01 0.00894000
789237333 Existing Customer 47 M 4 Post-Graduate Divorced $60K - $80K Blue 36 4 2 5 20237.0 1593 18644.0 0.811 15041 102 1.000 0.079 6.9714e-04 0.99930000
714949758 Existing Customer 51 F 3 Graduate Single Unknown Platinum 42 3 1 4 34516.0 1913 32603.0 0.851 16712 123 0.708 0.055 2.8487e-04 0.99972000
714136233 Attrited Customer 53 M 4 Graduate Married $120K + Blue 38 5 2 3 34516.0 0 34516.0 0.854 8417 72 0.714 0.000 9.9504e-01 0.00495524
778888083 Attrited Customer 45 F 2 Graduate Married $40K - $60K Blue 26 6 2 4 4307.0 0 4307.0 0.743 8697 62 0.590 0.000 9.9695e-01 0.00305189
710923533 Existing Customer 38 M 4 Unknown Single $120K + Blue 31 3 2 3 34516.0 0 34516.0 0.604 15611 127 0.693 0.000 2.2068e-04 0.99978000
709385133 Existing Customer 42 F 2 Doctorate Married Unknown Blue 30 4 3 5 14828.0 1513 13315.0 0.748 15572 113 0.614 0.102 1.2912e-03 0.99871000
716836308 Existing Customer 29 M 1 Graduate Divorced Less than $40K Blue 36 4 3 2 3839.0 1139 2700.0 0.632 14791 124 0.771 0.297 1.6883e-04 0.99983000
720633558 Existing Customer 37 F 3 Graduate Divorced Less than $40K Blue 24 3 3 4 3727.0 995 2732.0 0.743 14786 101 0.656 0.267 5.3543e-04 0.99946000
712846458 Existing Customer 45 M 4 High School Divorced $80K - $120K Blue 39 5 3 4 14290.0 1432 12858.0 0.815 14709 125 0.689 0.100 5.2608e-04 0.99947000
709399908 Existing Customer 34 F 2 Graduate Single $40K - $60K Blue 23 4 2 2 7594.0 1442 6152.0 0.753 15026 99 0.678 0.190 1.1382e-04 0.99989000
772698783 Existing Customer 50 F 2 College Married Less than $40K Blue 40 3 2 4 8416.0 1549 6867.0 0.643 13988 124 0.771 0.184 3.1749e-04 0.99968000
718665033 Attrited Customer 44 M 5 Doctorate Single $60K - $80K Silver 36 2 3 4 34140.0 0 34140.0 0.877 8177 76 0.520 0.000 9.9857e-01 0.00143279
771561183 Attrited Customer 42 F 4 Graduate Single $40K - $60K Blue 30 6 3 3 13753.0 2517 11236.0 0.652 7464 66 0.692 0.183 9.9686e-01 0.00314112
789008508 Existing Customer 44 M 4 College Married $80K - $120K Blue 31 2 1 1 3472.0 1687 1785.0 0.645 13999 119 0.725 0.486 3.3866e-05 0.99997000
719439108 Existing Customer 42 M 1 Graduate Married $40K - $60K Silver 34 3 3 2 15315.0 1613 13702.0 0.859 14728 100 0.754 0.105 1.5255e-04 0.99985000
720817533 Existing Customer 54 M 1 Uneducated Married $120K + Blue 40 4 1 2 12086.0 1264 10822.0 0.986 15559 91 0.717 0.105 5.3155e-05 0.99995000
813901458 Existing Customer 60 M 1 High School Single $60K - $80K Silver 55 5 5 3 34516.0 1642 32874.0 0.709 14954 95 0.696 0.048 2.7858e-04 0.99972000
717783483 Existing Customer 47 F 5 Post-Graduate Divorced Less than $40K Blue 30 4 1 2 5016.0 2286 2730.0 0.669 17038 122 0.649 0.456 6.6908e-05 0.99993000
718299933 Existing Customer 42 M 3 High School Married $40K - $60K Blue 30 3 3 4 4333.0 739 3594.0 0.690 15903 100 0.754 0.171 5.2052e-04 0.99948000
789074358 Existing Customer 46 M 2 High School Single $60K - $80K Blue 34 2 2 1 10325.0 0 10325.0 0.866 16856 122 0.718 0.000 6.6728e-05 0.99993000
712036383 Attrited Customer 49 M 4 High School Single $60K - $80K Blue 30 6 3 3 18418.0 0 18418.0 0.918 9980 68 0.744 0.000 9.9677e-01 0.00323086
720618033 Existing Customer 43 F 3 College Married $40K - $60K Blue 36 1 3 2 9633.0 0 9633.0 0.638 14829 90 0.800 0.000 1.8146e-04 0.99982000
720415833 Existing Customer 47 M 2 High School Married $60K - $80K Blue 32 3 5 2 3842.0 1563 2279.0 0.781 14751 107 0.726 0.407 1.9530e-04 0.99980000
720385608 Existing Customer 45 M 3 College Unknown $80K - $120K Blue 31 2 1 4 20958.0 1936 19022.0 0.772 14314 99 0.768 0.092 1.5944e-04 0.99984000
709937583 Existing Customer 45 F 2 High School Single Unknown Blue 34 4 3 2 3024.0 1835 1189.0 0.793 14220 108 0.662 0.607 1.7486e-04 0.99983000
770743983 Existing Customer 34 F 3 Uneducated Single $40K - $60K Blue 20 1 2 3 8698.0 874 7824.0 0.708 15683 94 0.709 0.100 2.0424e-04 0.99980000
715671183 Attrited Customer 43 M 3 Uneducated Married $80K - $120K Blue 31 6 3 4 6824.0 2517 4307.0 0.972 9045 67 0.595 0.369 9.9819e-01 0.00181217
711283008 Existing Customer 50 M 1 High School Single $80K - $120K Silver 36 4 5 3 34516.0 0 34516.0 0.732 16019 105 0.694 0.000 2.7858e-04 0.99972000
778873608 Existing Customer 44 M 4 Uneducated Married $80K - $120K Silver 25 3 1 1 34516.0 1984 32532.0 0.734 14335 116 0.758 0.057 3.2362e-05 0.99997000
709592808 Existing Customer 38 F 2 Graduate Single Less than $40K Blue 28 5 3 4 3311.0 1556 1755.0 0.652 14470 103 0.746 0.470 5.1600e-04 0.99948000
773306658 Existing Customer 54 M 1 Unknown Single $60K - $80K Blue 48 4 5 4 4752.0 1230 3522.0 0.883 15678 103 0.717 0.259 5.9459e-04 0.99941000
822084333 Attrited Customer 51 M 3 High School Married $80K - $120K Blue 47 2 4 3 4041.0 0 4041.0 0.670 8219 84 0.909 0.000 9.9730e-01 0.00270332
708821733 Attrited Customer 43 F 3 Unknown Single $40K - $60K Silver 36 2 3 4 19713.0 531 19182.0 0.792 8301 70 0.591 0.027 9.9812e-01 0.00187593
711070683 Existing Customer 48 F 3 Post-Graduate Married $40K - $60K Blue 37 4 1 2 6725.0 493 6232.0 0.720 13891 106 0.606 0.073 6.7249e-05 0.99993000
772596783 Existing Customer 31 M 1 Graduate Unknown Less than $40K Gold 21 3 2 2 15261.0 1109 14152.0 0.655 15442 125 0.761 0.073 1.2309e-04 0.99988000
806917983 Existing Customer 32 F 2 Graduate Divorced Unknown Silver 27 2 3 1 33779.0 1526 32253.0 0.879 15200 126 0.800 0.045 9.8015e-05 0.99990000
719329983 Existing Customer 42 F 3 Unknown Unknown Unknown Blue 36 6 1 2 15648.0 0 15648.0 0.731 13784 88 0.913 0.000 6.2820e-05 0.99994000
710190858 Existing Customer 28 M 1 Unknown Unknown $40K - $60K Blue 15 5 2 4 9283.0 2288 6995.0 0.928 13804 110 0.719 0.246 3.3692e-04 0.99966000
708880683 Existing Customer 49 M 5 College Married $40K - $60K Blue 40 4 3 4 3970.0 892 3078.0 0.772 13697 102 0.759 0.225 5.1793e-04 0.99948000
709332408 Existing Customer 44 F 1 High School Single Less than $40K Blue 36 3 3 3 6159.0 1640 4519.0 0.619 13517 106 0.656 0.266 2.7604e-04 0.99972000
710751033 Attrited Customer 31 F 1 Graduate Single Less than $40K Blue 13 1 1 3 4829.0 0 4829.0 0.836 8286 65 0.857 0.000 9.8863e-01 0.01137000
710679933 Attrited Customer 59 M 1 Graduate Single $80K - $120K Blue 54 2 5 4 15633.0 0 15633.0 0.984 8660 58 0.758 0.000 9.9816e-01 0.00184416
710849208 Existing Customer 47 M 2 Post-Graduate Single $120K + Silver 35 3 3 4 34516.0 1652 32864.0 0.756 14738 113 0.766 0.048 5.4860e-04 0.99945000
710056758 Existing Customer 51 M 4 High School Single $40K - $60K Blue 36 2 2 4 10017.0 1850 8167.0 0.622 15635 116 0.681 0.185 3.3294e-04 0.99967000
713520858 Existing Customer 53 F 1 College Single Less than $40K Blue 38 3 3 2 3895.0 1981 1914.0 0.839 16023 119 0.725 0.509 1.6415e-04 0.99984000
714710733 Existing Customer 51 M 3 Unknown Single $80K - $120K Blue 36 4 1 2 5611.0 0 5611.0 0.697 16557 120 0.622 0.000 6.2820e-05 0.99994000
766769058 Existing Customer 51 M 1 Graduate Single $40K - $60K Gold 44 3 3 3 22722.0 1790 20932.0 0.813 15817 121 0.754 0.079 3.2713e-04 0.99967000
716990883 Existing Customer 38 M 5 Unknown Married $80K - $120K Blue 26 5 1 2 16033.0 766 15267.0 0.682 15260 115 0.855 0.048 6.2502e-05 0.99994000
718298733 Existing Customer 40 M 4 High School Single $80K - $120K Blue 29 3 3 2 12978.0 0 12978.0 0.628 14134 85 0.700 0.000 1.8339e-04 0.99982000
717174558 Attrited Customer 57 F 1 Uneducated Single Less than $40K Blue 46 2 3 3 9129.0 0 9129.0 0.733 7733 81 0.884 0.000 9.9659e-01 0.00341249
714543633 Attrited Customer 45 F 3 Unknown Single Less than $40K Blue 36 1 2 5 7500.0 0 7500.0 0.576 8024 78 0.696 0.000 9.9845e-01 0.00154849
715756683 Existing Customer 50 M 4 Graduate Single $80K - $120K Blue 36 3 2 4 14804.0 1696 13108.0 0.959 15237 111 0.734 0.115 3.4248e-04 0.99966000
719400108 Existing Customer 53 M 3 Unknown Single $80K - $120K Blue 43 4 3 4 34516.0 1084 33432.0 0.686 14319 124 0.699 0.031 5.8851e-04 0.99941000
710463408 Existing Customer 47 M 3 Unknown Married $80K - $120K Blue 36 3 2 3 9683.0 1116 8567.0 0.721 15627 104 0.825 0.115 2.1834e-04 0.99978000
708245808 Existing Customer 35 M 3 Graduate Married $60K - $80K Blue 36 4 1 4 19671.0 924 18747.0 0.820 13908 124 0.676 0.047 1.6399e-04 0.99984000
799253808 Existing Customer 42 M 3 High School Married $80K - $120K Silver 36 5 2 3 34516.0 1294 33222.0 0.679 13845 120 0.791 0.037 1.7449e-04 0.99983000
716552433 Existing Customer 40 F 4 Uneducated Married Less than $40K Blue 36 4 1 2 5056.0 1067 3989.0 0.749 15926 117 0.519 0.211 5.9391e-05 0.99994000
720995583 Existing Customer 48 M 2 Graduate Divorced $60K - $80K Silver 33 3 2 2 25217.0 1754 23463.0 0.712 15054 110 0.833 0.070 1.0284e-04 0.99990000
780118158 Existing Customer 27 M 0 Graduate Single Less than $40K Blue 13 2 2 4 3585.0 2420 1165.0 0.812 15656 124 0.746 0.675 2.8024e-04 0.99972000
713668158 Attrited Customer 31 F 1 Uneducated Single Unknown Blue 36 2 3 3 21067.0 0 21067.0 0.995 9212 71 0.821 0.000 9.9659e-01 0.00341249
709249083 Attrited Customer 40 M 2 Unknown Single $60K - $80K Blue 20 4 2 4 4283.0 0 4283.0 0.878 8672 64 1.207 0.000 9.9722e-01 0.00277723
717081483 Existing Customer 37 M 2 Graduate Divorced $80K - $120K Blue 25 3 2 2 25187.0 2209 22978.0 0.799 16606 96 0.778 0.088 1.1382e-04 0.99989000
718455633 Existing Customer 60 F 0 Graduate Single Unknown Gold 55 4 3 2 7469.0 2517 4952.0 0.656 16328 124 0.771 0.337 1.7783e-04 0.99982000
708974283 Existing Customer 50 M 4 Graduate Married $60K - $80K Blue 34 5 1 1 18142.0 0 18142.0 0.857 15427 95 0.792 0.000 3.4833e-05 0.99997000
713399583 Attrited Customer 49 M 2 Unknown Married $80K - $120K Blue 39 2 3 4 29865.0 2097 27768.0 0.902 8636 74 0.947 0.070 9.9824e-01 0.00175907
713293983 Existing Customer 52 M 3 Post-Graduate Divorced $60K - $80K Blue 33 5 3 2 3388.0 2517 871.0 0.919 15313 91 0.784 0.743 2.1962e-04 0.99978000
714785508 Existing Customer 49 M 2 High School Single $80K - $120K Silver 40 4 3 2 34516.0 1313 33203.0 0.583 15154 99 0.833 0.038 1.5800e-04 0.99984000
827318958 Existing Customer 49 F 4 Unknown Single Less than $40K Blue 45 5 3 2 9431.0 1785 7646.0 0.603 14261 99 0.650 0.189 2.0735e-04 0.99979000
718496283 Existing Customer 42 F 1 College Single Unknown Silver 31 6 2 3 30770.0 2228 28542.0 0.712 15998 121 0.704 0.072 1.5785e-04 0.99984000
709608708 Attrited Customer 29 M 1 Graduate Married $60K - $80K Blue 17 5 1 4 6500.0 2517 3983.0 0.915 9451 79 0.646 0.387 9.9330e-01 0.00670000
710939283 Existing Customer 45 F 3 Uneducated Divorced $40K - $60K Blue 36 3 2 4 4209.0 1300 2909.0 0.750 16078 105 0.615 0.309 3.4841e-04 0.99965000
770824833 Existing Customer 32 M 1 Graduate Divorced $40K - $60K Blue 19 2 3 5 3657.0 1135 2522.0 0.795 16236 94 0.808 0.310 8.3788e-04 0.99916000
779082633 Existing Customer 30 M 2 Uneducated Single $60K - $80K Blue 13 3 2 3 4107.0 979 3128.0 0.647 14596 104 0.733 0.238 1.9683e-04 0.99980000
720515883 Existing Customer 57 F 1 Graduate Married Less than $40K Blue 46 4 3 2 3638.0 0 3638.0 0.837 16469 115 0.667 0.000 1.6883e-04 0.99983000
747885858 Existing Customer 39 F 2 Graduate Single Less than $40K Blue 31 5 3 3 8325.0 2048 6277.0 0.920 14571 91 0.655 0.246 3.0251e-04 0.99970000
779140533 Existing Customer 49 M 2 Doctorate Married $120K + Blue 34 3 6 4 27124.0 2311 24813.0 0.730 15195 121 0.729 0.085 5.8941e-04 0.99941000
716619558 Existing Customer 38 F 0 High School Single Less than $40K Silver 36 4 3 2 13747.0 1941 11806.0 0.748 16401 119 0.608 0.141 1.3558e-04 0.99986000
788633733 Existing Customer 36 M 3 Graduate Married $60K - $80K Silver 13 4 3 2 28174.0 1173 27001.0 0.779 16258 108 0.714 0.042 1.6865e-04 0.99983000
715291908 Existing Customer 31 M 1 College Single $40K - $60K Blue 36 3 1 2 11109.0 2045 9064.0 0.625 13988 92 0.840 0.184 5.0261e-05 0.99995000
709977933 Attrited Customer 52 M 5 Uneducated Married $80K - $120K Blue 44 2 3 4 9959.0 199 9760.0 1.003 8517 60 0.500 0.020 9.9818e-01 0.00182139
716454858 Existing Customer 35 F 2 Graduate Married Less than $40K Blue 28 6 1 3 4014.0 2266 1748.0 0.718 14257 94 0.958 0.565 9.2637e-05 0.99991000
720539583 Existing Customer 46 M 4 Unknown Single $60K - $80K Blue 31 4 1 4 21226.0 1202 20024.0 0.755 14103 96 0.655 0.057 1.8218e-04 0.99982000
739021908 Existing Customer 56 F 2 Unknown Married $40K - $60K Blue 49 3 3 2 3681.0 0 3681.0 0.693 13222 112 0.931 0.000 1.9771e-04 0.99980000
711289533 Existing Customer 39 M 4 Post-Graduate Single $80K - $120K Blue 32 5 3 2 26710.0 1681 25029.0 0.741 14043 117 0.746 0.063 2.2196e-04 0.99978000
716464533 Existing Customer 32 F 1 Graduate Married Less than $40K Blue 36 4 3 3 9550.0 2517 7033.0 0.713 13783 116 0.841 0.264 2.8395e-04 0.99972000
710590683 Attrited Customer 33 M 2 Unknown Married $120K + Blue 36 3 3 5 16127.0 0 16127.0 0.769 7729 82 1.000 0.000 9.9898e-01 0.00101725
710081208 Attrited Customer 52 M 2 College Single $120K + Blue 32 4 3 1 4935.0 0 4935.0 0.713 7886 64 0.882 0.000 9.9061e-01 0.00939000
717482658 Existing Customer 55 M 2 High School Single $80K - $120K Blue 36 3 2 2 18022.0 0 18022.0 0.823 14485 106 0.738 0.000 1.1065e-04 0.99989000
712246983 Existing Customer 50 M 4 High School Married $80K - $120K Blue 43 2 2 5 16748.0 2413 14335.0 0.769 15338 121 0.635 0.144 5.7602e-04 0.99942000
711460458 Attrited Customer 44 M 1 Uneducated Married $40K - $60K Blue 34 5 2 3 10973.0 0 10973.0 0.792 10583 75 0.786 0.000 9.9462e-01 0.00538000
713159133 Existing Customer 32 F 2 High School Single Less than $40K Silver 23 4 2 2 14143.0 1472 12671.0 0.777 13785 117 0.648 0.104 9.9979e-05 0.99990000
710047533 Attrited Customer 51 M 3 Graduate Single $80K - $120K Gold 36 4 3 3 34516.0 2201 32315.0 0.978 8614 63 0.750 0.064 9.9724e-01 0.00275658
716708583 Attrited Customer 54 M 4 Graduate Married $120K + Blue 36 2 3 5 7684.0 0 7684.0 0.610 7667 68 0.789 0.000 9.9893e-01 0.00106612
712766208 Attrited Customer 45 M 5 Uneducated Single $120K + Silver 36 4 2 1 34516.0 0 34516.0 0.732 8603 84 0.615 0.000 9.8504e-01 0.01496000
715150983 Attrited Customer 44 F 3 Unknown Single Unknown Blue 34 2 3 3 26021.0 0 26021.0 1.040 8898 60 0.538 0.000 9.9711e-01 0.00288892
717991533 Existing Customer 44 M 2 Uneducated Married $40K - $60K Blue 36 3 3 2 3843.0 1460 2383.0 0.811 16461 105 0.909 0.380 1.8494e-04 0.99982000
797641683 Existing Customer 40 M 3 Uneducated Married $80K - $120K Blue 34 4 3 2 14840.0 2043 12797.0 0.778 16256 111 0.850 0.138 1.9191e-04 0.99981000
714879483 Attrited Customer 39 M 4 Graduate Married $80K - $120K Blue 31 1 3 3 3929.0 542 3387.0 0.811 7773 64 0.730 0.138 9.9686e-01 0.00314112
720105933 Existing Customer 48 M 3 Uneducated Divorced $40K - $60K Blue 35 3 5 3 11427.0 2307 9120.0 0.848 15243 107 0.754 0.202 3.6048e-04 0.99964000
804670758 Existing Customer 48 F 5 Unknown Divorced Unknown Blue 43 4 3 2 20974.0 2249 18725.0 0.567 15903 121 0.571 0.107 2.0412e-04 0.99980000
818987958 Existing Customer 43 M 4 Graduate Unknown $40K - $60K Blue 38 5 1 3 3771.0 0 3771.0 0.675 14662 125 0.667 0.000 9.7154e-05 0.99990000
824160333 Existing Customer 56 M 2 High School Unknown $120K + Blue 52 6 2 2 23362.0 1453 21909.0 0.848 15399 116 0.841 0.062 1.1065e-04 0.99989000
714919308 Attrited Customer 32 F 0 Graduate Single Less than $40K Blue 36 5 3 3 8135.0 0 8135.0 0.841 8620 67 0.971 0.000 9.9616e-01 0.00383630
717928308 Existing Customer 40 F 1 Uneducated Single Less than $40K Silver 34 5 2 2 13669.0 1774 11895.0 0.653 15772 130 0.625 0.130 9.9255e-05 0.99990000
788890533 Existing Customer 54 M 2 College Married $80K - $120K Silver 39 4 1 4 34516.0 2305 32211.0 0.586 13756 106 0.710 0.067 1.3883e-04 0.99986000
779692608 Existing Customer 36 M 1 Uneducated Married $60K - $80K Blue 19 6 3 5 9764.0 0 9764.0 0.689 15097 115 0.797 0.000 8.6149e-04 0.99914000
717774333 Attrited Customer 48 M 3 High School Married $60K - $80K Blue 36 1 2 5 8431.0 0 8431.0 0.222 5189 57 0.357 0.000 9.9825e-01 0.00175053
718140783 Existing Customer 47 M 4 Unknown Married $60K - $80K Blue 36 4 5 2 10585.0 1749 8836.0 0.655 18484 108 0.588 0.165 2.3159e-04 0.99977000
714465558 Existing Customer 41 M 4 Unknown Married $120K + Silver 36 3 1 4 34516.0 2205 32311.0 0.897 15033 98 0.922 0.064 1.6461e-04 0.99984000
804431283 Existing Customer 57 F 1 Graduate Married Less than $40K Blue 52 5 1 2 7882.0 1101 6781.0 0.682 14651 120 0.600 0.140 5.1697e-05 0.99995000
715199808 Existing Customer 39 F 3 Graduate Unknown Unknown Silver 30 6 3 5 33905.0 2070 31835.0 0.685 15335 99 0.768 0.061 8.3696e-04 0.99916000
759584958 Attrited Customer 51 F 1 Graduate Married Unknown Silver 44 4 2 4 33004.0 2418 30586.0 0.923 10156 72 0.946 0.073 9.9640e-01 0.00359650
758802333 Existing Customer 40 M 2 Graduate Single $120K + Blue 33 3 1 2 20891.0 1213 19678.0 0.717 14641 117 0.773 0.058 5.5077e-05 0.99994000
720237408 Existing Customer 59 M 1 Doctorate Single $80K - $120K Blue 49 4 2 2 22715.0 707 22008.0 0.848 15004 117 0.887 0.031 1.5460e-04 0.99985000
713787333 Existing Customer 46 M 2 High School Single Less than $40K Blue 36 5 1 0 3818.0 1142 2676.0 0.709 14731 113 0.948 0.299 1.9750e-05 0.99998000
709660233 Attrited Customer 52 M 3 Unknown Single $80K - $120K Blue 44 1 2 4 3526.0 2429 1097.0 0.712 7775 63 0.909 0.689 9.9732e-01 0.00267667
721005108 Existing Customer 41 M 0 College Married $40K - $60K Blue 29 3 2 2 6991.0 1384 5607.0 0.660 14994 104 0.733 0.198 9.4960e-05 0.99991000
809589783 Existing Customer 41 M 4 Post-Graduate Married $40K - $60K Silver 36 3 3 2 16268.0 817 15451.0 0.640 13969 120 0.690 0.050 2.0056e-04 0.99980000
712627083 Attrited Customer 38 M 4 Uneducated Married $80K - $120K Blue 25 5 2 4 5768.0 0 5768.0 0.924 9867 78 0.902 0.000 9.9717e-01 0.00283080
778444908 Existing Customer 57 M 2 Graduate Married $120K + Silver 39 4 2 3 34516.0 1444 33072.0 0.568 16392 116 0.657 0.042 1.7297e-04 0.99983000
711433908 Attrited Customer 41 F 3 Uneducated Married Less than $40K Blue 30 1 2 3 9491.0 0 9491.0 1.056 9061 51 1.684 0.000 9.9513e-01 0.00487126
768728508 Existing Customer 45 F 5 Doctorate Married Less than $40K Gold 39 6 3 2 15987.0 1096 14891.0 0.625 14209 103 0.776 0.069 3.0958e-04 0.99969000
789937683 Existing Customer 37 M 3 Post-Graduate Married $40K - $60K Blue 28 4 1 2 3645.0 701 2944.0 0.654 15559 120 0.739 0.192 6.7249e-05 0.99993000
711788583 Existing Customer 61 F 1 Graduate Single Less than $40K Blue 36 3 2 2 3466.0 1444 2022.0 0.653 15075 124 0.699 0.417 1.0684e-04 0.99989000
819196158 Existing Customer 49 F 2 Unknown Single Less than $40K Blue 44 5 2 3 9797.0 998 8799.0 0.886 15013 116 0.841 0.102 2.1042e-04 0.99979000
710207208 Existing Customer 31 F 1 Unknown Single Less than $40K Blue 18 3 1 3 3399.0 1800 1599.0 0.752 13148 121 0.806 0.530 9.5577e-05 0.99990000
713994108 Existing Customer 40 M 5 High School Married $60K - $80K Blue 33 3 1 2 4155.0 1315 2840.0 0.767 15851 128 0.855 0.316 5.5277e-05 0.99994000
712509108 Attrited Customer 46 F 3 Doctorate Single Less than $40K Gold 36 1 3 5 15164.0 532 14632.0 0.858 8356 68 0.478 0.035 9.9935e-01 0.00064654
711745233 Attrited Customer 30 F 0 High School Single Unknown Blue 22 1 2 4 13894.0 0 13894.0 0.845 9351 69 0.533 0.000 9.9634e-01 0.00365621
778745058 Existing Customer 50 M 3 High School Single $80K - $120K Silver 41 2 2 1 34516.0 0 34516.0 0.627 15059 118 0.735 0.000 6.2564e-05 0.99994000
721455558 Existing Customer 56 M 0 Graduate Single $60K - $80K Blue 44 1 3 2 6828.0 1859 4969.0 0.752 14713 104 0.677 0.272 1.5435e-04 0.99985000
710721858 Attrited Customer 46 F 3 Unknown Married $40K - $60K Blue 37 2 3 4 5542.0 0 5542.0 0.808 8246 59 0.639 0.000 9.9830e-01 0.00169532
769206483 Existing Customer 58 M 3 Unknown Married $120K + Blue 52 3 3 3 15733.0 2101 13632.0 0.597 13986 97 0.764 0.134 3.4503e-04 0.99965000
769587258 Existing Customer 38 M 3 College Single $60K - $80K Silver 32 4 2 2 30082.0 1671 28411.0 0.707 15240 126 0.800 0.056 1.0375e-04 0.99990000
712080333 Existing Customer 46 M 2 High School Divorced $120K + Blue 34 3 2 4 3659.0 1381 2278.0 0.669 16252 112 0.623 0.377 3.1746e-04 0.99968000
712457208 Attrited Customer 58 M 1 Graduate Single $80K - $120K Blue 36 6 3 4 22718.0 0 22718.0 0.747 8100 77 0.833 0.000 9.9794e-01 0.00205937
719934783 Existing Customer 43 M 3 Doctorate Married $80K - $120K Blue 27 4 2 2 3676.0 673 3003.0 0.629 14651 105 0.780 0.183 1.7091e-04 0.99983000
709589208 Existing Customer 53 M 0 Graduate Single $60K - $80K Blue 35 3 1 3 17721.0 596 17125.0 0.694 14409 83 0.844 0.034 7.9494e-05 0.99992000
714860808 Existing Customer 59 F 1 Graduate Single Less than $40K Blue 39 5 3 2 4404.0 2272 2132.0 0.809 15709 93 0.722 0.516 1.6883e-04 0.99983000
713934633 Attrited Customer 40 F 4 Uneducated Divorced Less than $40K Blue 35 2 3 3 4423.0 2517 1906.0 0.840 8935 87 0.933 0.569 9.9694e-01 0.00305523
773185833 Existing Customer 49 M 3 High School Married $60K - $80K Gold 42 3 1 4 34516.0 0 34516.0 0.838 15095 102 0.759 0.000 1.8367e-04 0.99982000
715923408 Existing Customer 30 F 0 College Married Less than $40K Blue 19 4 2 3 4184.0 1254 2930.0 0.549 14999 110 0.719 0.300 1.5971e-04 0.99984000
778956033 Existing Customer 51 M 1 Graduate Married $80K - $120K Blue 32 3 2 3 34516.0 1549 32967.0 0.892 15151 104 0.677 0.045 1.7969e-04 0.99982000
712260633 Existing Customer 47 F 5 Doctorate Single Unknown Blue 36 4 1 4 26923.0 2461 24462.0 0.602 13643 94 0.918 0.091 2.3610e-04 0.99976000
714945708 Attrited Customer 33 M 4 College Single $40K - $60K Silver 20 2 1 3 15977.0 0 15977.0 0.702 7745 64 0.684 0.000 9.8842e-01 0.01158000
720971358 Existing Customer 59 M 0 High School Single $80K - $120K Blue 47 5 3 3 26812.0 1491 25321.0 0.679 14838 110 0.642 0.056 2.5237e-04 0.99975000
719701383 Existing Customer 44 M 4 Unknown Married $60K - $80K Blue 32 4 3 3 5175.0 0 5175.0 0.720 14304 99 0.768 0.000 3.4872e-04 0.99965000
764316708 Existing Customer 30 F 1 High School Single Less than $40K Blue 23 3 2 2 3955.0 2352 1603.0 0.779 16423 109 0.758 0.595 1.0386e-04 0.99990000
715545933 Existing Customer 43 M 5 Graduate Married $120K + Blue 36 6 2 4 22355.0 2179 20176.0 0.726 14268 99 0.800 0.097 3.3714e-04 0.99966000
714524583 Attrited Customer 56 M 3 Uneducated Married $80K - $120K Blue 46 1 3 3 23240.0 1534 21706.0 0.971 9441 82 0.907 0.066 9.9691e-01 0.00308778
780079833 Existing Customer 43 M 3 Graduate Divorced $60K - $80K Blue 28 3 3 4 5479.0 1183 4296.0 0.596 14728 126 0.909 0.216 5.3543e-04 0.99946000
714199008 Attrited Customer 50 M 2 Unknown Married $120K + Blue 36 6 2 2 16081.0 492 15589.0 0.204 6100 61 0.564 0.031 9.9207e-01 0.00793000
719941533 Existing Customer 32 F 1 Graduate Married Less than $40K Blue 20 3 1 4 5497.0 1735 3762.0 0.664 16266 124 0.771 0.316 1.4834e-04 0.99985000
715544883 Existing Customer 39 M 1 Graduate Married Less than $40K Silver 30 4 3 3 14135.0 630 13505.0 0.640 13703 99 0.768 0.045 2.5657e-04 0.99974000
710122458 Existing Customer 38 M 2 High School Single $60K - $80K Silver 36 5 3 2 31546.0 2057 29489.0 0.625 15311 108 0.714 0.065 1.5800e-04 0.99984000
713833233 Existing Customer 49 M 5 Uneducated Married $80K - $120K Silver 30 3 3 2 34516.0 1768 32748.0 0.767 15134 124 0.722 0.051 1.7252e-04 0.99983000
719326758 Attrited Customer 52 F 0 Doctorate Married Less than $40K Blue 36 4 3 2 4353.0 1489 2864.0 0.945 9226 85 1.073 0.342 9.9554e-01 0.00445616
711686658 Existing Customer 48 M 5 High School Married $80K - $120K Silver 40 6 2 2 34516.0 1417 33099.0 0.692 16579 109 0.879 0.041 1.0322e-04 0.99990000
708964683 Existing Customer 48 F 4 College Unknown Unknown Blue 36 3 2 1 3310.0 0 3310.0 0.748 14542 89 0.854 0.000 6.9988e-05 0.99993000
718840833 Attrited Customer 49 M 3 High School Single $40K - $60K Blue 36 1 3 4 4601.0 0 4601.0 0.962 9610 76 0.689 0.000 9.9808e-01 0.00191647
797228883 Existing Customer 46 M 2 High School Married $40K - $60K Blue 40 3 3 0 3981.0 0 3981.0 0.626 14340 114 0.781 0.000 6.4505e-05 0.99994000
709566408 Attrited Customer 40 F 2 Graduate Single Less than $40K Blue 30 5 3 6 4458.0 0 4458.0 0.935 9640 70 0.707 0.000 9.9936e-01 0.00063727
780097533 Existing Customer 48 M 3 Doctorate Divorced $80K - $120K Blue 33 4 1 2 10292.0 0 10292.0 0.656 15148 111 0.790 0.000 8.2704e-05 0.99992000
715020933 Attrited Customer 44 F 4 High School Unknown Unknown Blue 34 4 3 4 15944.0 0 15944.0 0.919 9360 67 0.763 0.000 9.9810e-01 0.00189625
711149133 Attrited Customer 30 F 1 Graduate Married Unknown Blue 18 4 1 4 4377.0 2517 1860.0 0.941 8759 74 0.609 0.575 9.9330e-01 0.00670000
716832858 Attrited Customer 46 M 3 Graduate Married $60K - $80K Blue 34 1 2 4 4930.0 159 4771.0 0.592 7412 60 0.579 0.032 9.9706e-01 0.00294141
715154058 Attrited Customer 49 F 0 Unknown Married Less than $40K Blue 39 1 3 3 4982.0 2517 2465.0 0.903 9274 65 0.857 0.505 9.9651e-01 0.00349130
789497283 Attrited Customer 50 M 2 High School Single $120K + Blue 42 1 3 2 34162.0 1723 32439.0 0.429 7572 56 0.697 0.050 9.9431e-01 0.00569000
711834708 Existing Customer 55 M 4 College Married $80K - $120K Blue 40 4 2 5 4047.0 1482 2565.0 0.959 16191 102 0.789 0.366 5.7607e-04 0.99942000
785038908 Existing Customer 43 F 0 Graduate Married Less than $40K Blue 37 3 1 4 6380.0 1160 5220.0 0.753 17119 124 0.797 0.182 1.3562e-04 0.99986000
720001758 Existing Customer 42 F 1 Graduate Single Less than $40K Blue 34 5 1 3 3534.0 1175 2359.0 0.737 13588 94 0.808 0.332 8.6952e-05 0.99991000
778428108 Existing Customer 36 F 1 Graduate Single Less than $40K Blue 16 6 5 3 6091.0 1184 4907.0 0.766 17437 113 0.766 0.194 3.1714e-04 0.99968000
715268508 Existing Customer 42 M 3 Graduate Married $40K - $60K Gold 36 3 2 5 23981.0 1399 22582.0 0.712 14840 125 0.761 0.058 6.7538e-04 0.99932000
788741733 Existing Customer 53 F 1 Graduate Married Less than $40K Blue 32 4 2 3 7832.0 1784 6048.0 0.711 14614 106 0.656 0.228 1.7969e-04 0.99982000
717355533 Existing Customer 56 M 3 Graduate Single $120K + Blue 44 3 1 2 34516.0 1307 33209.0 0.558 13759 120 0.765 0.038 5.7151e-05 0.99994000
712128258 Existing Customer 49 F 4 High School Single Less than $40K Silver 40 5 3 5 13704.0 2127 11577.0 0.805 15872 116 0.681 0.155 8.2235e-04 0.99918000
735825258 Existing Customer 39 M 2 High School Single Less than $40K Blue 32 4 1 4 4423.0 1643 2780.0 0.724 15467 112 0.623 0.371 1.5363e-04 0.99985000
714544908 Attrited Customer 56 M 4 Graduate Divorced $60K - $80K Blue 36 6 3 3 6224.0 0 6224.0 0.920 8979 68 0.581 0.000 9.9686e-01 0.00314112
818712633 Existing Customer 41 F 3 Graduate Single Less than $40K Blue 36 4 6 2 4133.0 1067 3066.0 0.632 16100 119 0.608 0.258 1.4734e-04 0.99985000
709831983 Existing Customer 57 M 2 Uneducated Single $120K + Blue 46 3 2 3 34516.0 1244 33272.0 0.606 15176 126 0.800 0.036 1.9683e-04 0.99980000
789398733 Existing Customer 56 M 3 Graduate Married $120K + Blue 46 3 3 2 5270.0 779 4491.0 0.731 16179 105 0.694 0.148 1.8665e-04 0.99981000
716850558 Existing Customer 48 M 4 Graduate Unknown $60K - $80K Gold 32 5 1 3 34516.0 1285 33231.0 0.654 15279 122 0.649 0.037 1.1193e-04 0.99989000
717316008 Existing Customer 38 M 2 Unknown Married $120K + Blue 36 6 2 3 3782.0 0 3782.0 0.717 14977 117 0.721 0.000 2.1042e-04 0.99979000
714677583 Attrited Customer 50 F 3 Doctorate Single Unknown Blue 36 4 3 3 5173.0 0 5173.0 0.912 8757 68 0.789 0.000 9.9780e-01 0.00219584
767348733 Existing Customer 56 M 2 Unknown Married $60K - $80K Blue 49 3 3 3 4058.0 793 3265.0 0.758 15865 105 0.667 0.195 3.3251e-04 0.99967000
779900808 Existing Customer 32 M 0 College Single $60K - $80K Blue 16 2 3 2 21551.0 0 21551.0 0.536 14950 94 0.843 0.000 1.5007e-04 0.99985000
719900733 Existing Customer 60 M 1 High School Married $40K - $60K Blue 47 3 1 3 9805.0 1007 8798.0 0.800 14641 95 0.900 0.103 8.4530e-05 0.99992000
816517683 Existing Customer 38 F 2 Doctorate Married Less than $40K Blue 33 4 3 3 7530.0 1336 6194.0 0.749 14719 115 0.855 0.177 4.3772e-04 0.99956000
755305683 Existing Customer 45 M 5 Graduate Married $60K - $80K Blue 38 5 1 4 8983.0 0 8983.0 0.713 15163 124 0.746 0.000 1.6316e-04 0.99984000
715769958 Existing Customer 53 F 3 Unknown Married $40K - $60K Blue 39 3 2 2 4855.0 1912 2943.0 0.606 14969 104 0.763 0.394 1.2982e-04 0.99987000
715493733 Attrited Customer 53 M 2 Graduate Married $40K - $60K Blue 36 2 3 4 5735.0 0 5735.0 1.009 9088 64 0.684 0.000 9.9807e-01 0.00193323
827440458 Attrited Customer 48 M 4 College Married $80K - $120K Blue 44 2 3 3 9524.0 1449 8075.0 0.559 7527 58 0.657 0.152 9.9677e-01 0.00323056
715713408 Existing Customer 55 M 2 Graduate Married Less than $40K Gold 46 3 5 3 15987.0 0 15987.0 0.820 15853 117 0.560 0.000 3.8925e-04 0.99961000
720128658 Attrited Customer 49 M 1 Uneducated Single $120K + Blue 30 5 3 3 5181.0 0 5181.0 0.830 8943 68 1.000 0.000 9.9659e-01 0.00341249
770038983 Attrited Customer 37 M 4 High School Single $60K - $80K Silver 31 1 3 3 28831.0 2517 26314.0 0.770 8688 69 0.769 0.087 9.9643e-01 0.00357448
714684108 Attrited Customer 31 M 1 Post-Graduate Single $40K - $60K Blue 24 4 2 4 4169.0 534 3635.0 0.836 8565 70 0.795 0.128 9.9724e-01 0.00276400
708942408 Existing Customer 46 F 3 Uneducated Single $40K - $60K Blue 36 3 2 2 7020.0 1784 5236.0 0.815 16937 116 0.731 0.254 1.2144e-04 0.99988000
779134458 Attrited Customer 33 F 1 Doctorate Single Less than $40K Blue 15 1 1 3 3709.0 1180 2529.0 0.645 8130 74 0.897 0.318 9.9212e-01 0.00788000
710066133 Attrited Customer 30 M 0 Graduate Single Less than $40K Silver 36 4 3 3 12833.0 0 12833.0 0.853 9619 75 0.786 0.000 9.9576e-01 0.00424404
709578258 Existing Customer 40 F 3 Uneducated Single Less than $40K Blue 33 4 3 2 3804.0 1917 1887.0 0.744 14321 102 0.759 0.504 1.9191e-04 0.99981000
718043583 Existing Customer 50 M 2 Uneducated Single $120K + Blue 40 5 3 4 21794.0 1368 20426.0 0.691 15111 116 0.706 0.063 5.3055e-04 0.99947000
715186608 Existing Customer 43 M 4 Graduate Married $80K - $120K Blue 35 3 2 3 3304.0 2517 787.0 0.741 14565 120 0.818 0.762 2.0077e-04 0.99980000
708447858 Existing Customer 59 F 2 Uneducated Married Less than $40K Blue 36 6 3 2 3850.0 0 3850.0 0.509 15107 117 0.918 0.000 1.8494e-04 0.99982000
718071933 Existing Customer 49 M 1 Graduate Married $40K - $60K Blue 36 4 2 3 4158.0 1889 2269.0 0.872 15842 130 0.831 0.454 1.7969e-04 0.99982000
771217758 Existing Customer 44 F 2 High School Single Less than $40K Blue 31 3 2 3 4182.0 2028 2154.0 0.658 16920 114 0.606 0.485 1.8610e-04 0.99981000
721210158 Existing Customer 29 M 2 College Married $40K - $60K Blue 17 3 1 3 4626.0 1232 3394.0 0.731 14740 102 0.759 0.266 9.0064e-05 0.99991000
788779983 Existing Customer 58 M 2 Post-Graduate Married $80K - $120K Blue 39 4 2 3 3742.0 2517 1225.0 0.750 16401 121 0.806 0.673 2.2525e-04 0.99977000
718614183 Attrited Customer 43 F 4 High School Unknown Less than $40K Silver 31 6 2 2 13651.0 0 13651.0 1.046 9772 71 0.775 0.000 9.9055e-01 0.00945000
709865883 Attrited Customer 38 M 2 High School Divorced $60K - $80K Silver 25 1 2 3 26794.0 821 25973.0 0.848 8788 58 0.933 0.031 9.9409e-01 0.00591000
766273533 Existing Customer 53 M 2 Uneducated Unknown $80K - $120K Blue 46 3 6 3 17190.0 1736 15454.0 0.698 15055 117 0.696 0.101 2.4554e-04 0.99975000
717390408 Attrited Customer 49 F 4 Uneducated Married $40K - $60K Blue 36 5 2 3 4167.0 0 4167.0 0.581 7590 87 0.776 0.000 9.9518e-01 0.00481999
718655808 Existing Customer 44 F 3 Uneducated Married Less than $40K Silver 36 3 3 2 12944.0 1200 11744.0 0.839 16161 105 0.944 0.093 1.7340e-04 0.99983000
817035108 Existing Customer 31 M 2 Graduate Single Less than $40K Blue 14 4 3 3 6933.0 1870 5063.0 0.656 15585 115 0.917 0.270 3.0251e-04 0.99970000
747551658 Existing Customer 47 M 3 High School Unknown $80K - $120K Silver 40 5 3 2 34516.0 1371 33145.0 0.691 15930 123 0.836 0.040 1.6395e-04 0.99984000
713281833 Attrited Customer 37 M 3 Unknown Single $40K - $60K Blue 29 6 2 3 13589.0 2517 11072.0 0.941 9456 79 1.026 0.185 9.9544e-01 0.00455805
771982083 Existing Customer 44 M 4 Doctorate Married $80K - $120K Blue 33 3 1 3 4552.0 1144 3408.0 0.709 14418 104 0.677 0.251 1.4059e-04 0.99986000
717642633 Existing Customer 51 M 2 Graduate Married $60K - $80K Blue 40 3 3 3 3750.0 1801 1949.0 0.889 17995 116 0.657 0.480 3.0251e-04 0.99970000
772721208 Existing Customer 50 M 2 High School Single $60K - $80K Blue 40 4 3 3 17655.0 1720 15935.0 0.706 16293 120 0.739 0.097 2.9408e-04 0.99971000
714385983 Existing Customer 57 F 2 Uneducated Single Less than $40K Blue 36 5 3 2 8224.0 1239 6985.0 0.793 16319 124 0.653 0.151 1.8494e-04 0.99982000
712516608 Existing Customer 43 M 3 Graduate Married $80K - $120K Blue 36 6 2 3 3946.0 1275 2671.0 0.647 14822 96 0.811 0.323 1.9864e-04 0.99980000
714725883 Existing Customer 41 F 4 Graduate Divorced $40K - $60K Blue 36 4 1 0 5654.0 2470 3184.0 0.637 15123 111 0.881 0.437 2.1307e-05 0.99998000
709398708 Existing Customer 40 M 3 High School Divorced $60K - $80K Blue 36 3 1 2 16268.0 2517 13751.0 0.652 15925 124 0.824 0.155 5.5559e-05 0.99994000
715090008 Existing Customer 45 M 4 Graduate Single $60K - $80K Silver 36 2 3 4 28564.0 2517 26047.0 0.711 14875 107 0.783 0.088 4.8899e-04 0.99951000
709159308 Existing Customer 42 F 4 High School Single Less than $40K Blue 30 3 1 3 6172.0 1212 4960.0 0.723 16622 99 0.650 0.196 9.4447e-05 0.99991000
711348033 Existing Customer 50 M 2 Graduate Married $40K - $60K Blue 40 4 3 2 5435.0 1243 4192.0 0.749 16202 117 0.671 0.229 1.7987e-04 0.99982000
788230158 Existing Customer 29 M 1 Unknown Married $40K - $60K Silver 20 3 1 2 16496.0 1409 15087.0 0.677 16715 126 0.703 0.085 5.1345e-05 0.99995000
718170033 Existing Customer 42 F 4 Uneducated Married Unknown Blue 23 4 1 2 8348.0 0 8348.0 0.695 15905 111 0.708 0.000 5.9391e-05 0.99994000
718161708 Existing Customer 46 F 4 Graduate Married Less than $40K Blue 34 5 1 2 7562.0 1500 6062.0 0.632 14908 100 0.754 0.198 5.7762e-05 0.99994000
717714633 Existing Customer 49 M 3 Uneducated Married $120K + Gold 38 4 3 4 14938.0 0 14938.0 0.737 15277 131 0.724 0.000 6.3422e-04 0.99937000
824150733 Existing Customer 43 M 2 High School Married $80K - $120K Silver 39 3 1 3 34516.0 1987 32529.0 0.673 16177 122 0.848 0.058 8.1371e-05 0.99992000
713768358 Existing Customer 45 M 4 Graduate Single $40K - $60K Blue 35 3 2 2 7935.0 888 7047.0 0.779 15380 122 0.694 0.112 1.1937e-04 0.99988000
709188108 Existing Customer 45 M 2 Graduate Single $60K - $80K Silver 33 4 2 2 34516.0 1529 32987.0 0.609 13940 105 0.810 0.044 1.0284e-04 0.99990000
720328983 Attrited Customer 52 F 5 Unknown Married Less than $40K Blue 36 4 3 3 9611.0 0 9611.0 0.840 7636 64 0.829 0.000 9.9710e-01 0.00290361
712296408 Existing Customer 36 F 3 Unknown Married $40K - $60K Blue 22 5 3 3 12958.0 2273 10685.0 0.608 15681 96 0.627 0.175 3.4503e-04 0.99965000
719106783 Existing Customer 52 M 1 High School Single $80K - $120K Blue 41 4 1 4 4103.0 1972 2131.0 0.665 16344 118 0.788 0.481 1.4421e-04 0.99986000
713437008 Attrited Customer 40 F 3 Graduate Married Unknown Blue 25 1 2 3 6888.0 1878 5010.0 1.059 9038 64 0.829 0.273 9.9499e-01 0.00501000
719574033 Existing Customer 38 M 1 High School Single $60K - $80K Blue 28 2 2 2 21906.0 0 21906.0 0.696 15349 119 0.700 0.000 1.0386e-04 0.99990000
716123283 Existing Customer 59 M 1 Unknown Single $60K - $80K Blue 48 3 1 2 7288.0 0 7288.0 0.640 14873 120 0.714 0.000 5.6825e-05 0.99994000
789023508 Existing Customer 46 M 3 Unknown Married $80K - $120K Blue 33 4 1 3 34516.0 1099 33417.0 0.816 15490 110 0.618 0.032 1.0566e-04 0.99989000
710005683 Existing Customer 56 M 2 College Single $80K - $120K Blue 46 3 3 5 12540.0 1696 10844.0 0.799 16518 115 0.716 0.135 8.6785e-04 0.99913000
801036033 Existing Customer 31 M 0 High School Single $40K - $60K Blue 25 3 2 3 4493.0 1388 3105.0 0.795 17744 104 0.763 0.309 1.5970e-04 0.99984000
716644008 Attrited Customer 55 M 3 Graduate Single $120K + Silver 36 4 3 4 34516.0 0 34516.0 1.007 9931 70 0.750 0.000 9.9794e-01 0.00206163
709094358 Existing Customer 51 F 1 Graduate Single Less than $40K Blue 41 4 2 3 8900.0 798 8102.0 0.647 16737 88 0.660 0.090 1.7969e-04 0.99982000
719848008 Existing Customer 39 M 2 Graduate Unknown $60K - $80K Silver 36 4 2 2 29808.0 0 29808.0 0.669 16098 128 0.684 0.000 1.0284e-04 0.99990000
718372458 Existing Customer 42 M 2 Graduate Unknown $40K - $60K Blue 30 3 2 5 3735.0 1723 2012.0 0.595 14501 92 0.840 0.461 5.6498e-04 0.99944000
720608658 Existing Customer 33 F 1 Uneducated Single Less than $40K Blue 36 5 3 3 8398.0 1875 6523.0 0.727 16706 123 0.757 0.223 2.9196e-04 0.99971000
717185658 Attrited Customer 51 M 1 High School Married $80K - $120K Blue 36 4 3 4 22754.0 0 22754.0 0.799 8531 77 0.791 0.000 9.9788e-01 0.00211827
715474083 Existing Customer 51 M 3 Graduate Single $60K - $80K Silver 36 3 2 2 29663.0 1743 27920.0 0.667 14638 93 0.722 0.059 1.0672e-04 0.99989000
709646433 Attrited Customer 59 F 1 High School Married Less than $40K Blue 50 1 4 3 5043.0 743 4300.0 0.805 10170 66 0.784 0.147 9.9701e-01 0.00298772
717494358 Existing Customer 58 F 0 Graduate Single Less than $40K Blue 48 2 2 5 4299.0 1334 2965.0 0.660 15068 123 0.685 0.310 4.8486e-04 0.99952000
713924283 Attrited Customer 61 M 0 Graduate Single $60K - $80K Blue 54 2 1 4 11859.0 1644 10215.0 0.866 8930 79 0.837 0.139 9.9268e-01 0.00732000
714471183 Attrited Customer 47 M 4 Graduate Divorced $80K - $120K Blue 39 4 3 4 17504.0 476 17028.0 0.892 10468 66 0.737 0.027 9.9816e-01 0.00184351
780613758 Existing Customer 47 M 5 High School Single Less than $40K Blue 35 4 3 5 4165.0 0 4165.0 0.813 17093 111 0.820 0.000 8.9586e-04 0.99910000
718225683 Existing Customer 56 M 1 Graduate Single $80K - $120K Silver 49 5 2 2 34516.0 1091 33425.0 0.640 15274 108 0.714 0.032 9.6533e-05 0.99990000
710734308 Existing Customer 49 M 1 Graduate Single $60K - $80K Blue 40 6 3 3 6481.0 1569 4912.0 0.692 15937 119 0.803 0.242 2.8395e-04 0.99972000
708564858 Attrited Customer 33 M 2 College Married $120K + Gold 20 2 1 4 34516.0 0 34516.0 1.004 9338 73 0.622 0.000 9.9438e-01 0.00562000
713733633 Attrited Customer 27 M 0 High School Divorced $60K - $80K Blue 36 2 3 2 13303.0 2517 10786.0 0.929 10219 85 0.809 0.189 9.9338e-01 0.00662000
720841533 Existing Customer 29 M 0 Graduate Married Less than $40K Blue 15 3 1 5 4700.0 0 4700.0 0.617 14723 96 0.655 0.000 2.3467e-04 0.99977000
712210458 Existing Customer 38 M 1 Uneducated Single $40K - $60K Blue 36 2 3 2 5639.0 1558 4081.0 0.614 16628 109 0.946 0.276 1.7360e-04 0.99983000
714109308 Existing Customer 46 M 5 College Single $80K - $120K Blue 36 1 2 3 13187.0 2241 10946.0 0.689 15354 112 0.931 0.170 1.9215e-04 0.99981000
712503408 Existing Customer 57 M 2 Graduate Married $80K - $120K Blue 40 6 3 4 17925.0 1909 16016.0 0.712 17498 111 0.820 0.106 5.1600e-04 0.99948000
713755458 Attrited Customer 50 M 1 Unknown Unknown $80K - $120K Blue 36 6 3 4 9959.0 952 9007.0 0.825 10310 63 1.100 0.096 9.9813e-01 0.00187387
716893683 Attrited Customer 55 F 3 Uneducated Single Unknown Blue 47 4 3 3 14657.0 2517 12140.0 0.166 6009 53 0.514 0.172 9.9691e-01 0.00308778
710841183 Existing Customer 54 M 1 High School Single $60K - $80K Blue 34 5 2 0 13940.0 2109 11831.0 0.660 15577 114 0.754 0.151 3.8311e-05 0.99996000
713899383 Existing Customer 56 F 1 Graduate Single Less than $40K Blue 50 4 1 4 3688.0 606 3082.0 0.570 14596 120 0.791 0.164 1.4834e-04 0.99985000
772366833 Existing Customer 50 M 2 Graduate Single $40K - $60K Blue 40 3 2 3 4003.0 1851 2152.0 0.703 15476 117 0.857 0.462 1.9143e-04 0.99981000
710638233 Attrited Customer 41 M 2 Unknown Divorced $40K - $60K Blue 25 4 2 3 4277.0 2186 2091.0 0.804 8764 69 0.683 0.511 9.9527e-01 0.00472896
716506083 Attrited Customer 44 F 1 High School Married Less than $40K Blue 36 5 3 4 5409.0 0 5409.0 0.819 10291 60 0.818 0.000 9.9788e-01 0.00211827
717406983 Attrited Customer 30 M 2 Graduate Unknown $40K - $60K Blue 36 4 3 3 5281.0 0 5281.0 0.535 8395 62 0.722 0.000 9.9671e-01 0.00329379
714337233 Attrited Customer 43 F 2 Graduate Married Less than $40K Silver 25 6 2 4 10388.0 1961 8427.0 0.703 10294 61 0.649 0.189 9.9662e-01 0.00337654
0.311
<<<<<<< HEAD

1.2 EDA 및 전처리

1.3 분류모델 3개 적용 후 confusion matrix 출력

1.4 3개 모델 앙상블 모형 생성 후 예측값 저장

1.5 예측 결과 csv 제출

=======
  • Attrition_flag : target variable, 이탈 고객인지 유무
  • Gender: 성별
  • customer age : 고객의 나이
  • income category : 고객이 속한 소득 범주
  • card category : 고객이 갖고 있는 카드 범주
  • month inactive : 신용카드를 사용할 때 비활성 금액
  • credit limit : 카드 한도
  • total revolving balance : 다음달로 이월되는 미지급 금액
  • average utilization ratio : 사용 한도와 비교해서 사용 중인 금액의 비율
  • open to buy : 특정 고객에게 할당된 평균 사용 가능 금액

https://www.kaggle.com/sakshigoyal7/credit-card-customers

1.2 EDA 및 전처리

library(GGally)
## Registered S3 method overwritten by 'GGally':
##   method from   
##   +.gg   ggplot2
churn %>% glimpse()
## Rows: 10,127
## Columns: 20
## $ attrition_flag           <chr> "Existing Customer", "Existing Customer", "Ex~
## $ customer_age             <int> 45, 49, 51, 40, 40, 44, 51, 32, 37, 48, 42, 6~
## $ gender                   <chr> "M", "F", "M", "F", "M", "M", "M", "M", "M", ~
## $ dependent_count          <int> 3, 5, 3, 4, 3, 2, 4, 0, 3, 2, 5, 1, 1, 3, 2, ~
## $ education_level          <chr> "High School", "Graduate", "Graduate", "High ~
## $ marital_status           <chr> "Married", "Single", "Married", "Unknown", "M~
## $ income_category          <chr> "$60K - $80K", "Less than $40K", "$80K - $120~
## $ card_category            <chr> "Blue", "Blue", "Blue", "Blue", "Blue", "Blue~
## $ months_on_book           <int> 39, 44, 36, 34, 21, 36, 46, 27, 36, 36, 31, 5~
## $ total_relationship_count <int> 5, 6, 4, 3, 5, 3, 6, 2, 5, 6, 5, 6, 3, 5, 5, ~
## $ months_inactive_12_mon   <int> 1, 1, 1, 4, 1, 1, 1, 2, 2, 3, 3, 2, 6, 1, 2, ~
## $ contacts_count_12_mon    <int> 3, 2, 0, 1, 0, 2, 3, 2, 0, 3, 2, 3, 0, 3, 2, ~
## $ credit_limit             <dbl> 12691.0, 8256.0, 3418.0, 3313.0, 4716.0, 4010~
## $ total_revolving_bal      <int> 777, 864, 0, 2517, 0, 1247, 2264, 1396, 2517,~
## $ avg_open_to_buy          <dbl> 11914.0, 7392.0, 3418.0, 796.0, 4716.0, 2763.~
## $ total_amt_chng_q4_q1     <dbl> 1.335, 1.541, 2.594, 1.405, 2.175, 1.376, 1.9~
## $ total_trans_amt          <int> 1144, 1291, 1887, 1171, 816, 1088, 1330, 1538~
## $ total_trans_ct           <int> 42, 33, 20, 20, 28, 24, 31, 36, 24, 32, 42, 2~
## $ total_ct_chng_q4_q1      <dbl> 1.625, 3.714, 2.333, 2.333, 2.500, 0.846, 0.7~
## $ avg_utilization_ratio    <dbl> 0.061, 0.105, 0.000, 0.760, 0.000, 0.311, 0.0~
churn <- churn %>% 
  mutate_if(is.character, as.factor)
churn %>%
  keep(is.numeric) %>%
  gather() %>%
  ggplot() +
  geom_histogram(mapping = aes(x=value,fill=key), color="black") +
  facet_wrap(~ key, scales = "free") +
  theme_minimal() +
  theme(legend.position = 'none')
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

churn %>%
  keep(is.factor) %>%
  gather() %>%
  ggplot() +
  geom_bar(mapping = aes(x=value,fill=key), color="black") +
  facet_wrap(~ key, scales = "free") +
  theme_minimal() +
  theme(legend.position = 'none')
## Warning: attributes are not identical across measure variables;
## they will be dropped

churn %>% 
  select_if(is.numeric) %>% 
  ggpairs(columns = 1:7)

churn %>% 
  select_if(is.numeric) %>% 
  ggpairs(columns = 8:14)

churn %>% 
  ggplot(aes(x = income_category, fill = attrition_flag)) + 
  geom_bar(position = "fill")

library(ggmosaic)
## 
## 다음의 패키지를 부착합니다: 'ggmosaic'
## The following object is masked from 'package:GGally':
## 
##     happy
churn %>% 
  ggplot() +
  geom_mosaic(aes(x = product(income_category, gender), fill = gender)) + 
  facet_grid(. ~attrition_flag)

범주 불균형 처리

churn %>% is.na() %>% colSums()
##           attrition_flag             customer_age                   gender 
##                        0                        0                        0 
##          dependent_count          education_level           marital_status 
##                        0                        0                        0 
##          income_category            card_category           months_on_book 
##                        0                        0                        0 
## total_relationship_count   months_inactive_12_mon    contacts_count_12_mon 
##                        0                        0                        0 
##             credit_limit      total_revolving_bal          avg_open_to_buy 
##                        0                        0                        0 
##     total_amt_chng_q4_q1          total_trans_amt           total_trans_ct 
##                        0                        0                        0 
##      total_ct_chng_q4_q1    avg_utilization_ratio 
##                        0                        0
rec <- churn %>% 
  recipe(attrition_flag~.) %>% 
  step_other(all_nominal(), threshold = 0.1) %>% 
  step_mutate(attrition_flag = factor(attrition_flag, labels = c("Attrited", "Existed")))
churn <- rec %>% prep() %>% juice()



churn %>%
  keep(is.factor) %>%
  gather() %>%
  ggplot() +
  geom_bar(mapping = aes(x=value,fill=key), color="black") +
  facet_wrap(~ key, scales = "free") +
  theme_minimal() +
  theme(legend.position = 'none')
## Warning: attributes are not identical across measure variables;
## they will be dropped

1.3 분류모델 3개 적용 후 confusion matrix 출력

splits <- initial_split(churn, prop = 0.7, strata = attrition_flag)

train <- training(splits)
test <- testing(splits)



set.seed(123)
control <- trainControl(method='cv', 
                        number=5, 
                        classProbs = T,   
                        summaryFunction = twoClassSummary, 
                        savePredictions = T
                        )

Random forest

tunegrid <- expand.grid(mtry = c(1:5))

library(tictoc)
tic()
library(doParallel)
## 필요한 패키지를 로딩중입니다: foreach
## 
## 다음의 패키지를 부착합니다: 'foreach'
## The following objects are masked from 'package:purrr':
## 
##     accumulate, when
## 필요한 패키지를 로딩중입니다: iterators
## 필요한 패키지를 로딩중입니다: parallel
cl <- makePSOCKcluster(4)
registerDoParallel(cl)
rf_gridsearch <- train(attrition_flag ~ .,             
                       data = train,               
                       method = 'rf',  
                       trControl = control,
                       tuneGrid = tunegrid,
                       metric = "ROC",
                       verbose = F) 
toc() # 343.98
## 48.59 sec elapsed
stopCluster(cl)
rf_gridsearch
## Random Forest 
## 
## 7088 samples
##   19 predictor
##    2 classes: 'Attrited', 'Existed' 
## 
## No pre-processing
## Resampling: Cross-Validated (5 fold) 
## Summary of sample sizes: 5670, 5671, 5670, 5671, 5670 
## Resampling results across tuning parameters:
## 
##   mtry  ROC        Sens        Spec     
##   1     0.9533985  0.04215936  1.0000000
##   2     0.9768533  0.58172965  0.9927731
##   3     0.9828540  0.70736533  0.9895798
##   4     0.9858867  0.77414406  0.9897479
##   5     0.9876143  0.80316485  0.9877311
## 
## ROC was used to select the optimal model using the largest value.
## The final value used for the model was mtry = 5.
plot(varImp(rf_gridsearch, scale = F))

pred <- predict(rf_gridsearch, newdata = test, type = "raw")

cmatrix <- caret::confusionMatrix(pred, test$attrition_flag) 
cmatrix
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction Attrited Existed
##   Attrited      392      30
##   Existed        97    2520
##                                          
##                Accuracy : 0.9582         
##                  95% CI : (0.9505, 0.965)
##     No Information Rate : 0.8391         
##     P-Value [Acc > NIR] : < 2.2e-16      
##                                          
##                   Kappa : 0.8362         
##                                          
##  Mcnemar's Test P-Value : 4.726e-09      
##                                          
##             Sensitivity : 0.8016         
##             Specificity : 0.9882         
##          Pos Pred Value : 0.9289         
##          Neg Pred Value : 0.9629         
##              Prevalence : 0.1609         
##          Detection Rate : 0.1290         
##    Detection Prevalence : 0.1389         
##       Balanced Accuracy : 0.8949         
##                                          
##        'Positive' Class : Attrited       
## 
cmatrix$byClass
##          Sensitivity          Specificity       Pos Pred Value 
##            0.8016360            0.9882353            0.9289100 
##       Neg Pred Value            Precision               Recall 
##            0.9629347            0.9289100            0.8016360 
##                   F1           Prevalence       Detection Rate 
##            0.8605928            0.1609082            0.1289898 
## Detection Prevalence    Balanced Accuracy 
##            0.1388615            0.8949356

svm

splits <- initial_split(churn, prop = 0.7, strata = attrition_flag)

train <- training(splits)
test <- testing(splits)


set.seed(123)
control <- trainControl(method='cv', 
                        number=5, 
                        classProbs = T,   
                        summaryFunction = twoClassSummary, 
                        savePredictions = T
                        )

library(tictoc)
tic()
library(doParallel)
cl <- makePSOCKcluster(4)
registerDoParallel(cl)
svm_gridsearch <- train(attrition_flag ~ .,             
                       data = train,               
                       method = 'svmPoly',  
                       trControl = control,
                       tuneLength = 3, 
                       metric = "ROC",
                       verbose = F) 
## Warning in nominalTrainWorkflow(x = x, y = y, wts = weights, info = trainInfo, :
## There were missing values in resampled performance measures.
toc() # 343.98
## 105.46 sec elapsed
stopCluster(cl)
svm_gridsearch
## Support Vector Machines with Polynomial Kernel 
## 
## 7088 samples
##   19 predictor
##    2 classes: 'Attrited', 'Existed' 
## 
## No pre-processing
## Resampling: Cross-Validated (5 fold) 
## Summary of sample sizes: 5670, 5671, 5670, 5671, 5670 
## Resampling results across tuning parameters:
## 
##   degree  scale  C     ROC        Sens       Spec     
##   1       0.001  0.25  0.8986866  0.6467463  0.9438655
##   1       0.001  0.50  0.8986653  0.6476273  0.9430252
##   1       0.001  1.00  0.8986807  0.6467463  0.9426891
##   1       0.010  0.25  0.9020209  0.5843496  0.9623529
##   1       0.010  0.50  0.9072458  0.5746851  0.9660504
##   1       0.010  1.00  0.9123504  0.5746889  0.9668908
##   1       0.100  0.25  0.9158486  0.5773244  0.9685714
##   1       0.100  0.50  0.9172454  0.5764549  0.9677311
##   1       0.100  1.00  0.9182258  0.5773437  0.9689076
##   2       0.001  0.25  0.8992145  0.6458691  0.9431933
##   2       0.001  0.50  0.8992345  0.6467463  0.9436975
##   2       0.001  1.00  0.9012985  0.6071876  0.9551261
##   2       0.010  0.25  0.9167701  0.5949030  0.9660504
##   2       0.010  0.50  0.9266027  0.6054564  0.9692437
##   2       0.010  1.00  0.9361481  0.6300526  0.9685714
##   2       0.100  0.25  0.9568151  0.6774944  0.9744538
##   2       0.100  0.50  0.9578504  0.6926685  0.9737395
##   2       0.100  1.00  0.9582076  0.6827691  0.9747899
##   3       0.001  0.25  0.8997003  0.6476235  0.9438655
##   3       0.001  0.50  0.9003481  0.6379434  0.9473950
##   3       0.001  1.00  0.9051713  0.5808293  0.9642017
##   3       0.010  0.25  0.9307600  0.6151132  0.9690756
##   3       0.010  0.50  0.9411216  0.6414754  0.9694118
##   3       0.010  1.00  0.9498037  0.6581691  0.9710924
##   3       0.100  0.25  0.9399219  0.6195494  0.9717647
##   3       0.100  0.50  0.9361069  0.6066495  0.9726891
##   3       0.100  1.00  0.9278090  0.5826455  0.9699160
## 
## ROC was used to select the optimal model using the largest value.
## The final values used for the model were degree = 2, scale = 0.1 and C = 1.
train %>% str()
## tibble [7,088 x 20] (S3: tbl_df/tbl/data.frame)
##  $ customer_age            : int [1:7088] 66 54 48 47 53 48 48 46 53 68 ...
##  $ gender                  : Factor w/ 2 levels "F","M": 1 1 2 2 2 1 1 2 2 2 ...
##  $ dependent_count         : int [1:7088] 0 1 2 2 2 5 4 5 2 0 ...
##  $ education_level         : Factor w/ 6 levels "College","Graduate",..: 6 2 2 5 2 3 4 2 5 3 ...
##  $ marital_status          : Factor w/ 3 levels "Married","Single",..: 1 1 1 1 1 1 1 2 1 1 ...
##  $ income_category         : Factor w/ 6 levels "$40K - $60K",..: 5 4 2 3 3 4 4 3 3 4 ...
##  $ card_category           : Factor w/ 2 levels "Blue","other": 1 1 2 1 1 1 1 1 1 1 ...
##  $ months_on_book          : int [1:7088] 56 40 35 37 41 38 38 33 36 52 ...
##  $ total_relationship_count: int [1:7088] 5 2 2 2 3 1 3 6 2 1 ...
##  $ months_inactive_12_mon  : int [1:7088] 4 3 4 3 3 3 2 3 2 3 ...
##  $ contacts_count_12_mon   : int [1:7088] 3 1 4 3 2 3 3 3 1 2 ...
##  $ credit_limit            : num [1:7088] 7882 1438 34516 5449 11669 ...
##  $ total_revolving_bal     : int [1:7088] 605 808 0 1628 2227 0 0 2517 0 900 ...
##  $ avg_open_to_buy         : num [1:7088] 7277 630 34516 3821 9442 ...
##  $ total_amt_chng_q4_q1    : num [1:7088] 1.052 0.997 0.763 0.696 0.622 ...
##  $ total_trans_amt         : int [1:7088] 704 705 691 836 720 673 739 597 757 760 ...
##  $ total_trans_ct          : int [1:7088] 16 19 15 18 23 18 16 17 20 21 ...
##  $ total_ct_chng_q4_q1     : num [1:7088] 0.143 0.9 0.5 0.385 0.353 0.8 0.455 0.7 0.25 0.615 ...
##  $ avg_utilization_ratio   : num [1:7088] 0.077 0.562 0 0.299 0.191 0 0 0.076 0 0.626 ...
##  $ attrition_flag          : Factor w/ 2 levels "Attrited","Existed": 1 1 1 1 1 1 1 1 1 1 ...
##  - attr(*, ".internal.selfref")=<externalptr>
# DALEX 2.0.1
library(DALEX)
## Welcome to DALEX (version: 2.2.1).
## Find examples and detailed introduction at: http://ema.drwhy.ai/
## 
## 다음의 패키지를 부착합니다: 'DALEX'
## The following object is masked from 'package:ggmosaic':
## 
##     titanic
## The following object is masked from 'package:dplyr':
## 
##     explain
ex <- DALEX::explain(model = svm_gridsearch, 
               data = train[,-20], 
               y = train$attrition_flag)
## Preparation of a new explainer is initiated
##   -> model label       :  train.formula  (  default  )
##   -> data              :  7088  rows  19  cols 
##   -> data              :  tibble converted into a data.frame 
##   -> target variable   :  7088  values 
##   -> predict function  :  yhat.train  will be used (  default  )
##   -> predicted values  :  No value for predict function target column. (  default  )
##   -> model_info        :  package caret , ver. 6.0.88 , task classification (  default  ) 
##   -> model_info        :  Model info detected classification task but 'y' is a factor .  (  WARNING  )
##   -> model_info        :  By deafult classification tasks supports only numercical 'y' parameter. 
##   -> model_info        :  Consider changing to numerical vector with 0 and 1 values.
##   -> model_info        :  Otherwise I will not be able to calculate residuals or loss function.
##   -> predicted values  :  numerical, min =  0.00011531 , mean =  0.8422762 , max =  1  
##   -> residual function :  difference between y and yhat (  default  )
## Warning in Ops.factor(y, predict_function(model, data)): 요인(factors)에 대하여
## 의미있는 '-'가 아닙니다.
##   -> residuals         :  numerical, min =  NA , mean =  NA , max =  NA  
##   A new explainer has been created! 
vip <- model_parts(explainer = ex, B = 50)
plot(vip)

pred <- predict(svm_gridsearch, newdata = test, type = "raw")

cmatrix <- caret::confusionMatrix(pred, test$attrition_flag) 
cmatrix
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction Attrited Existed
##   Attrited      343      60
##   Existed       146    2490
##                                           
##                Accuracy : 0.9322          
##                  95% CI : (0.9227, 0.9409)
##     No Information Rate : 0.8391          
##     P-Value [Acc > NIR] : < 2.2e-16       
##                                           
##                   Kappa : 0.7298          
##                                           
##  Mcnemar's Test P-Value : 3.176e-09       
##                                           
##             Sensitivity : 0.7014          
##             Specificity : 0.9765          
##          Pos Pred Value : 0.8511          
##          Neg Pred Value : 0.9446          
##              Prevalence : 0.1609          
##          Detection Rate : 0.1129          
##    Detection Prevalence : 0.1326          
##       Balanced Accuracy : 0.8390          
##                                           
##        'Positive' Class : Attrited        
## 
cmatrix$byClass
##          Sensitivity          Specificity       Pos Pred Value 
##            0.7014315            0.9764706            0.8511166 
##       Neg Pred Value            Precision               Recall 
##            0.9446131            0.8511166            0.7014315 
##                   F1           Prevalence       Detection Rate 
##            0.7690583            0.1609082            0.1128661 
## Detection Prevalence    Balanced Accuracy 
##            0.1326094            0.8389510

penalized logistic reg

library(doParallel)
cl <- makePSOCKcluster(4)
registerDoParallel(cl)
logit_gridsearch <- train(attrition_flag ~ .,             
                       data = train,               
                       method = 'glmnet',  
                       trControl = control,
                       tuneLength = 20, 
                       metric = "ROC") 

logit_gridsearch
## glmnet 
## 
## 7088 samples
##   19 predictor
##    2 classes: 'Attrited', 'Existed' 
## 
## No pre-processing
## Resampling: Cross-Validated (5 fold) 
## Summary of sample sizes: 5671, 5670, 5670, 5671, 5670 
## Resampling results across tuning parameters:
## 
##   alpha      lambda        ROC        Sens         Spec     
##   0.1000000  6.536087e-05  0.9229738  0.586107891  0.9653782
##   0.1000000  1.013431e-04  0.9229738  0.586107891  0.9653782
##   0.1000000  1.571340e-04  0.9229738  0.586107891  0.9653782
##   0.1000000  2.436388e-04  0.9229338  0.584353505  0.9655462
##   0.1000000  3.777658e-04  0.9228422  0.583480176  0.9662185
##   0.1000000  5.857318e-04  0.9227026  0.580844733  0.9663866
##   0.1000000  9.081864e-04  0.9224536  0.577335961  0.9667227
##   0.1000000  1.408157e-03  0.9220806  0.572061210  0.9672269
##   0.1000000  2.183370e-03  0.9214388  0.563269959  0.9684034
##   0.1000000  3.385350e-03  0.9202208  0.554486436  0.9700840
##   0.1000000  5.249039e-03  0.9186085  0.536923255  0.9722689
##   0.1000000  8.138717e-03  0.9158779  0.507910194  0.9742857
##   0.1000000  1.261921e-02  0.9120902  0.478027668  0.9786555
##   0.1000000  1.956628e-02  0.9074243  0.453419893  0.9808403
##   0.1000000  3.033783e-02  0.9018734  0.423529639  0.9853782
##   0.1000000  4.703929e-02  0.8968327  0.365530567  0.9894118
##   0.1000000  7.293516e-02  0.8951133  0.273266868  0.9949580
##   0.1000000  1.130871e-01  0.8923642  0.168707010  0.9986555
##   0.1000000  1.753434e-01  0.8889163  0.035141819  0.9998319
##   0.1473684  6.536087e-05  0.9229893  0.586107891  0.9653782
##   0.1473684  1.013431e-04  0.9229893  0.586107891  0.9653782
##   0.1473684  1.571340e-04  0.9229893  0.586107891  0.9653782
##   0.1473684  2.436388e-04  0.9229434  0.584353505  0.9655462
##   0.1473684  3.777658e-04  0.9228481  0.582599119  0.9662185
##   0.1473684  5.857318e-04  0.9227218  0.579963676  0.9663866
##   0.1473684  9.081864e-04  0.9225246  0.577335961  0.9667227
##   0.1473684  1.408157e-03  0.9221509  0.572061210  0.9672269
##   0.1473684  2.183370e-03  0.9214847  0.563269959  0.9684034
##   0.1473684  3.385350e-03  0.9203258  0.553609243  0.9700840
##   0.1473684  5.249039e-03  0.9187799  0.536919391  0.9719328
##   0.1473684  8.138717e-03  0.9159504  0.504397558  0.9741176
##   0.1473684  1.261921e-02  0.9121131  0.476269418  0.9784874
##   0.1473684  1.956628e-02  0.9071160  0.451653915  0.9813445
##   0.1473684  3.033783e-02  0.9010338  0.413861195  0.9857143
##   0.1473684  4.703929e-02  0.8967824  0.360259680  0.9902521
##   0.1473684  7.293516e-02  0.8948733  0.260089651  0.9956303
##   0.1473684  1.130871e-01  0.8925480  0.131803076  0.9989916
##   0.1473684  1.753434e-01  0.8904904  0.017574774  0.9998319
##   0.1947368  6.536087e-05  0.9230085  0.586107891  0.9652101
##   0.1947368  1.013431e-04  0.9230085  0.586107891  0.9652101
##   0.1947368  1.571340e-04  0.9230085  0.586107891  0.9652101
##   0.1947368  2.436388e-04  0.9229626  0.584353505  0.9655462
##   0.1947368  3.777658e-04  0.9228622  0.582599119  0.9662185
##   0.1947368  5.857318e-04  0.9227455  0.579963676  0.9663866
##   0.1947368  9.081864e-04  0.9225653  0.575577711  0.9667227
##   0.1947368  1.408157e-03  0.9222211  0.570302960  0.9672269
##   0.1947368  2.183370e-03  0.9215711  0.562388902  0.9684034
##   0.1947368  3.385350e-03  0.9204314  0.551847129  0.9702521
##   0.1947368  5.249039e-03  0.9188906  0.536915527  0.9717647
##   0.1947368  8.138717e-03  0.9159982  0.503516501  0.9737815
##   0.1947368  1.261921e-02  0.9120346  0.473633975  0.9783193
##   0.1947368  1.956628e-02  0.9067761  0.447256357  0.9815126
##   0.1947368  3.033783e-02  0.9001065  0.409463637  0.9863866
##   0.1947368  4.703929e-02  0.8965336  0.343565963  0.9907563
##   0.1947368  7.293516e-02  0.8944635  0.242522606  0.9959664
##   0.1947368  1.130871e-01  0.8924581  0.094002628  0.9994958
##   0.1947368  1.753434e-01  0.8892663  0.004389829  1.0000000
##   0.2421053  6.536087e-05  0.9230011  0.586107891  0.9652101
##   0.2421053  1.013431e-04  0.9230011  0.586107891  0.9652101
##   0.2421053  1.571340e-04  0.9230011  0.586107891  0.9652101
##   0.2421053  2.436388e-04  0.9229752  0.584353505  0.9655462
##   0.2421053  3.777658e-04  0.9228814  0.582599119  0.9662185
##   0.2421053  5.857318e-04  0.9227610  0.579963676  0.9663866
##   0.2421053  9.081864e-04  0.9225616  0.575577711  0.9667227
##   0.2421053  1.408157e-03  0.9222869  0.569425767  0.9672269
##   0.2421053  2.183370e-03  0.9216450  0.563266095  0.9684034
##   0.2421053  3.385350e-03  0.9205644  0.552720458  0.9704202
##   0.2421053  5.249039e-03  0.9189526  0.538669913  0.9715966
##   0.2421053  8.138717e-03  0.9160905  0.500877193  0.9739496
##   0.2421053  1.261921e-02  0.9119421  0.472756782  0.9783193
##   0.2421053  1.956628e-02  0.9063163  0.444620914  0.9818487
##   0.2421053  3.033783e-02  0.8990249  0.402430636  0.9862185
##   0.2421053  4.703929e-02  0.8962486  0.330373290  0.9912605
##   0.2421053  7.293516e-02  0.8941927  0.219688539  0.9968067
##   0.2421053  1.130871e-01  0.8921071  0.070283639  0.9994958
##   0.2421053  1.753434e-01  0.8859545  0.000000000  1.0000000
##   0.2894737  6.536087e-05  0.9230093  0.586107891  0.9652101
##   0.2894737  1.013431e-04  0.9230093  0.586107891  0.9652101
##   0.2894737  1.571340e-04  0.9230085  0.586107891  0.9652101
##   0.2894737  2.436388e-04  0.9229863  0.584353505  0.9655462
##   0.2894737  3.777658e-04  0.9228866  0.582599119  0.9662185
##   0.2894737  5.857318e-04  0.9227773  0.579963676  0.9663866
##   0.2894737  9.081864e-04  0.9226156  0.575577711  0.9667227
##   0.2894737  1.408157e-03  0.9223313  0.570302960  0.9673950
##   0.2894737  2.183370e-03  0.9217116  0.563262230  0.9682353
##   0.2894737  3.385350e-03  0.9206458  0.552720458  0.9702521
##   0.2894737  5.249039e-03  0.9190420  0.538669913  0.9721008
##   0.2894737  8.138717e-03  0.9160977  0.501758250  0.9739496
##   0.2894737  1.261921e-02  0.9118932  0.472749053  0.9779832
##   0.2894737  1.956628e-02  0.9058070  0.441096684  0.9821849
##   0.2894737  3.033783e-02  0.8980559  0.391884999  0.9858824
##   0.2894737  4.703929e-02  0.8959419  0.317188345  0.9919328
##   0.2894737  7.293516e-02  0.8940988  0.198597264  0.9979832
##   0.2894737  1.130871e-01  0.8911846  0.040416570  0.9998319
##   0.2894737  1.753434e-01  0.8791608  0.000000000  1.0000000
##   0.3368421  6.536087e-05  0.9230189  0.586107891  0.9653782
##   0.3368421  1.013431e-04  0.9230189  0.586107891  0.9653782
##   0.3368421  1.571340e-04  0.9230189  0.586107891  0.9653782
##   0.3368421  2.436388e-04  0.9229907  0.584353505  0.9655462
##   0.3368421  3.777658e-04  0.9229006  0.582599119  0.9662185
##   0.3368421  5.857318e-04  0.9227891  0.579963676  0.9663866
##   0.3368421  9.081864e-04  0.9226576  0.575577711  0.9668908
##   0.3368421  1.408157e-03  0.9223675  0.570302960  0.9673950
##   0.3368421  2.183370e-03  0.9217655  0.563262230  0.9680672
##   0.3368421  3.385350e-03  0.9207574  0.553597651  0.9700840
##   0.3368421  5.249039e-03  0.9191003  0.541301492  0.9722689
##   0.3368421  8.138717e-03  0.9160563  0.500000000  0.9736134
##   0.3368421  1.261921e-02  0.9118479  0.475376768  0.9781513
##   0.3368421  1.956628e-02  0.9052098  0.439330706  0.9820168
##   0.3368421  3.033783e-02  0.8974387  0.389249556  0.9860504
##   0.3368421  4.703929e-02  0.8956356  0.304896051  0.9926050
##   0.3368421  7.293516e-02  0.8938599  0.182776876  0.9983193
##   0.3368421  1.130871e-01  0.8892852  0.027243218  0.9998319
##   0.3368421  1.753434e-01  0.8694366  0.000000000  1.0000000
##   0.3842105  6.536087e-05  0.9230181  0.586107891  0.9653782
##   0.3842105  1.013431e-04  0.9230181  0.586107891  0.9653782
##   0.3842105  1.571340e-04  0.9230166  0.586107891  0.9653782
##   0.3842105  2.436388e-04  0.9230084  0.584353505  0.9655462
##   0.3842105  3.777658e-04  0.9229287  0.582599119  0.9662185
##   0.3842105  5.857318e-04  0.9228135  0.579963676  0.9665546
##   0.3842105  9.081864e-04  0.9227035  0.576454904  0.9668908
##   0.3842105  1.408157e-03  0.9224229  0.570302960  0.9675630
##   0.3842105  2.183370e-03  0.9218417  0.563266095  0.9678992
##   0.3842105  3.385350e-03  0.9208032  0.552720458  0.9699160
##   0.3842105  5.249039e-03  0.9191438  0.538662184  0.9719328
##   0.3842105  8.138717e-03  0.9161411  0.501750522  0.9737815
##   0.3842105  1.261921e-02  0.9116651  0.474491846  0.9778151
##   0.3842105  1.956628e-02  0.9044517  0.432293840  0.9821849
##   0.3842105  3.033783e-02  0.8971709  0.382228147  0.9860504
##   0.3842105  4.703929e-02  0.8954726  0.291718835  0.9932773
##   0.3842105  7.293516e-02  0.8933773  0.156422444  0.9984874
##   0.3842105  1.130871e-01  0.8861737  0.014058273  0.9998319
##   0.3842105  1.753434e-01  0.8641834  0.000000000  1.0000000
##   0.4315789  6.536087e-05  0.9230277  0.586107891  0.9653782
##   0.4315789  1.013431e-04  0.9230277  0.586107891  0.9653782
##   0.4315789  1.571340e-04  0.9230277  0.586107891  0.9653782
##   0.4315789  2.436388e-04  0.9230210  0.584353505  0.9655462
##   0.4315789  3.777658e-04  0.9229376  0.582599119  0.9662185
##   0.4315789  5.857318e-04  0.9228519  0.579963676  0.9665546
##   0.4315789  9.081864e-04  0.9227161  0.576454904  0.9668908
##   0.4315789  1.408157e-03  0.9224406  0.571180153  0.9673950
##   0.4315789  2.183370e-03  0.9218727  0.562388902  0.9678992
##   0.4315789  3.385350e-03  0.9209184  0.551839400  0.9699160
##   0.4315789  5.249039e-03  0.9192183  0.537777263  0.9717647
##   0.4315789  8.138717e-03  0.9162021  0.499107350  0.9734454
##   0.4315789  1.261921e-02  0.9114522  0.473618518  0.9776471
##   0.4315789  1.956628e-02  0.9036346  0.430531726  0.9823529
##   0.4315789  3.033783e-02  0.8968945  0.374321818  0.9868908
##   0.4315789  4.703929e-02  0.8952071  0.285570755  0.9939496
##   0.4315789  7.293516e-02  0.8925578  0.131795347  0.9988235
##   0.4315789  1.130871e-01  0.8814171  0.005267022  0.9998319
##   0.4315789  1.753434e-01  0.8614009  0.000000000  1.0000000
##   0.4789474  6.536087e-05  0.9230462  0.586107891  0.9653782
##   0.4789474  1.013431e-04  0.9230462  0.586107891  0.9653782
##   0.4789474  1.571340e-04  0.9230491  0.586107891  0.9653782
##   0.4789474  2.436388e-04  0.9230336  0.584353505  0.9655462
##   0.4789474  3.777658e-04  0.9229494  0.582599119  0.9662185
##   0.4789474  5.857318e-04  0.9228763  0.579963676  0.9665546
##   0.4789474  9.081864e-04  0.9227530  0.576454904  0.9668908
##   0.4789474  1.408157e-03  0.9224753  0.570299096  0.9673950
##   0.4789474  2.183370e-03  0.9219185  0.562388902  0.9678992
##   0.4789474  3.385350e-03  0.9209900  0.552716593  0.9697479
##   0.4789474  5.249039e-03  0.9192994  0.537777263  0.9715966
##   0.4789474  8.138717e-03  0.9162388  0.497345235  0.9736134
##   0.4789474  1.261921e-02  0.9111543  0.472733596  0.9779832
##   0.4789474  1.956628e-02  0.9027503  0.428773476  0.9825210
##   0.4789474  3.033783e-02  0.8965702  0.367284952  0.9872269
##   0.4789474  4.703929e-02  0.8950402  0.272381946  0.9944538
##   0.4789474  7.293516e-02  0.8913651  0.101035629  0.9991597
##   0.4789474  1.130871e-01  0.8756869  0.000000000  1.0000000
##   0.4789474  1.753434e-01  0.8566550  0.000000000  1.0000000
##   0.5263158  6.536087e-05  0.9230536  0.586107891  0.9653782
##   0.5263158  1.013431e-04  0.9230536  0.586107891  0.9653782
##   0.5263158  1.571340e-04  0.9230536  0.586107891  0.9653782
##   0.5263158  2.436388e-04  0.9230395  0.584353505  0.9655462
##   0.5263158  3.777658e-04  0.9229649  0.582599119  0.9660504
##   0.5263158  5.857318e-04  0.9229104  0.579963676  0.9665546
##   0.5263158  9.081864e-04  0.9227672  0.576454904  0.9667227
##   0.5263158  1.408157e-03  0.9225218  0.570299096  0.9673950
##   0.5263158  2.183370e-03  0.9219532  0.561511709  0.9680672
##   0.5263158  3.385350e-03  0.9211220  0.553597651  0.9700840
##   0.5263158  5.249039e-03  0.9194005  0.536900070  0.9715966
##   0.5263158  8.138717e-03  0.9162740  0.500857872  0.9734454
##   0.5263158  1.261921e-02  0.9109001  0.470090424  0.9784874
##   0.5263158  1.956628e-02  0.9017244  0.426145761  0.9826891
##   0.5263158  3.033783e-02  0.8963355  0.360259680  0.9875630
##   0.5263158  4.703929e-02  0.8947994  0.263598423  0.9946218
##   0.5263158  7.293516e-02  0.8897185  0.086981220  0.9991597
##   0.5263158  1.130871e-01  0.8691712  0.000000000  1.0000000
##   0.5263158  1.753434e-01  0.8413420  0.000000000  1.0000000
##   0.5736842  6.536087e-05  0.9230551  0.586107891  0.9653782
##   0.5736842  1.013431e-04  0.9230551  0.586107891  0.9653782
##   0.5736842  1.571340e-04  0.9230551  0.586107891  0.9653782
##   0.5736842  2.436388e-04  0.9230432  0.584353505  0.9655462
##   0.5736842  3.777658e-04  0.9229797  0.582599119  0.9660504
##   0.5736842  5.857318e-04  0.9229406  0.580840869  0.9667227
##   0.5736842  9.081864e-04  0.9227975  0.576454904  0.9667227
##   0.5736842  1.408157e-03  0.9225617  0.569421903  0.9672269
##   0.5736842  2.183370e-03  0.9220248  0.561507845  0.9680672
##   0.5736842  3.385350e-03  0.9211877  0.553597651  0.9699160
##   0.5736842  5.249039e-03  0.9194440  0.537781127  0.9714286
##   0.5736842  8.138717e-03  0.9162805  0.500861736  0.9736134
##   0.5736842  1.261921e-02  0.9106170  0.465692867  0.9789916
##   0.5736842  1.956628e-02  0.9005817  0.422633125  0.9833613
##   0.5736842  3.033783e-02  0.8960746  0.354103872  0.9875630
##   0.5736842  4.703929e-02  0.8943399  0.250428936  0.9951261
##   0.5736842  7.293516e-02  0.8875732  0.068525388  0.9993277
##   0.5736842  1.130871e-01  0.8638372  0.000000000  1.0000000
##   0.5736842  1.753434e-01  0.8076395  0.000000000  1.0000000
##   0.6210526  6.536087e-05  0.9230521  0.586107891  0.9653782
##   0.6210526  1.013431e-04  0.9230521  0.586107891  0.9653782
##   0.6210526  1.571340e-04  0.9230514  0.586107891  0.9653782
##   0.6210526  2.436388e-04  0.9230395  0.584353505  0.9655462
##   0.6210526  3.777658e-04  0.9230188  0.582599119  0.9660504
##   0.6210526  5.857318e-04  0.9229776  0.579963676  0.9667227
##   0.6210526  9.081864e-04  0.9228264  0.577332097  0.9665546
##   0.6210526  1.408157e-03  0.9225736  0.569421903  0.9672269
##   0.6210526  2.183370e-03  0.9221201  0.561507845  0.9680672
##   0.6210526  3.385350e-03  0.9212334  0.552720458  0.9697479
##   0.6210526  5.249039e-03  0.9195717  0.536903934  0.9714286
##   0.6210526  8.138717e-03  0.9162863  0.499980679  0.9734454
##   0.6210526  1.261921e-02  0.9103907  0.464815674  0.9786555
##   0.6210526  1.956628e-02  0.8994479  0.420874874  0.9833613
##   0.6210526  3.033783e-02  0.8959508  0.350587372  0.9880672
##   0.6210526  4.703929e-02  0.8938098  0.239009970  0.9954622
##   0.6210526  7.293516e-02  0.8847466  0.050958343  0.9994958
##   0.6210526  1.130871e-01  0.8622805  0.000000000  1.0000000
##   0.6210526  1.753434e-01  0.7950342  0.000000000  1.0000000
##   0.6684211  6.536087e-05  0.9230720  0.586107891  0.9653782
##   0.6684211  1.013431e-04  0.9230720  0.586107891  0.9653782
##   0.6684211  1.571340e-04  0.9230720  0.586107891  0.9653782
##   0.6684211  2.436388e-04  0.9230440  0.584353505  0.9655462
##   0.6684211  3.777658e-04  0.9230374  0.582599119  0.9660504
##   0.6684211  5.857318e-04  0.9229998  0.579963676  0.9667227
##   0.6684211  9.081864e-04  0.9228485  0.577332097  0.9665546
##   0.6684211  1.408157e-03  0.9226194  0.571176289  0.9673950
##   0.6684211  2.183370e-03  0.9221902  0.561507845  0.9684034
##   0.6684211  3.385350e-03  0.9213115  0.551843265  0.9695798
##   0.6684211  5.249039e-03  0.9196055  0.536022877  0.9715966
##   0.6684211  8.138717e-03  0.9163268  0.498222428  0.9734454
##   0.6684211  1.261921e-02  0.9100915  0.463934616  0.9784874
##   0.6684211  1.956628e-02  0.8983693  0.419120488  0.9831933
##   0.6684211  3.033783e-02  0.8957471  0.346193678  0.9885714
##   0.6684211  4.703929e-02  0.8931022  0.224062911  0.9964706
##   0.6684211  7.293516e-02  0.8814232  0.037777263  0.9998319
##   0.6684211  1.130871e-01  0.8606610  0.000000000  1.0000000
##   0.6684211  1.753434e-01  0.7944714  0.000000000  1.0000000
##   0.7157895  6.536087e-05  0.9230853  0.586985084  0.9653782
##   0.7157895  1.013431e-04  0.9230853  0.586985084  0.9653782
##   0.7157895  1.571340e-04  0.9230883  0.586985084  0.9653782
##   0.7157895  2.436388e-04  0.9230551  0.584353505  0.9655462
##   0.7157895  3.777658e-04  0.9230639  0.582599119  0.9662185
##   0.7157895  5.857318e-04  0.9230219  0.579963676  0.9667227
##   0.7157895  9.081864e-04  0.9228899  0.575573847  0.9665546
##   0.7157895  1.408157e-03  0.9226660  0.572057346  0.9675630
##   0.7157895  2.183370e-03  0.9222323  0.561507845  0.9682353
##   0.7157895  3.385350e-03  0.9213720  0.551839400  0.9697479
##   0.7157895  5.249039e-03  0.9196387  0.535141819  0.9715966
##   0.7157895  8.138717e-03  0.9162994  0.498222428  0.9734454
##   0.7157895  1.261921e-02  0.9097562  0.460410387  0.9786555
##   0.7157895  1.956628e-02  0.8977112  0.416485045  0.9831933
##   0.7157895  3.033783e-02  0.8955567  0.339164541  0.9890756
##   0.7157895  4.703929e-02  0.8922758  0.207373058  0.9971429
##   0.7157895  7.293516e-02  0.8779798  0.031629183  0.9998319
##   0.7157895  1.130871e-01  0.8575520  0.000000000  1.0000000
##   0.7157895  1.753434e-01  0.7944714  0.000000000  1.0000000
##   0.7631579  6.536087e-05  0.9230875  0.586985084  0.9653782
##   0.7631579  1.013431e-04  0.9230875  0.586985084  0.9653782
##   0.7631579  1.571340e-04  0.9230897  0.586107891  0.9653782
##   0.7631579  2.436388e-04  0.9230669  0.584353505  0.9655462
##   0.7631579  3.777658e-04  0.9230625  0.582599119  0.9662185
##   0.7631579  5.857318e-04  0.9230456  0.579963676  0.9667227
##   0.7631579  9.081864e-04  0.9229062  0.576451039  0.9665546
##   0.7631579  1.408157e-03  0.9226513  0.572934539  0.9675630
##   0.7631579  2.183370e-03  0.9222750  0.560630652  0.9682353
##   0.7631579  3.385350e-03  0.9214060  0.550958343  0.9697479
##   0.7631579  5.249039e-03  0.9197043  0.534260762  0.9714286
##   0.7631579  8.138717e-03  0.9162180  0.497341371  0.9736134
##   0.7631579  1.261921e-02  0.9094112  0.458648273  0.9786555
##   0.7631579  1.956628e-02  0.8971228  0.412972409  0.9828571
##   0.7631579  3.033783e-02  0.8953512  0.330373290  0.9902521
##   0.7631579  4.703929e-02  0.8912138  0.192437592  0.9973109
##   0.7631579  7.293516e-02  0.8739797  0.019325296  0.9998319
##   0.7631579  1.130871e-01  0.8511707  0.000000000  1.0000000
##   0.7631579  1.753434e-01  0.7944714  0.000000000  1.0000000
##   0.8105263  6.536087e-05  0.9230986  0.586985084  0.9653782
##   0.8105263  1.013431e-04  0.9230986  0.586985084  0.9653782
##   0.8105263  1.571340e-04  0.9231008  0.586107891  0.9653782
##   0.8105263  2.436388e-04  0.9230780  0.584353505  0.9655462
##   0.8105263  3.777658e-04  0.9230891  0.582599119  0.9662185
##   0.8105263  5.857318e-04  0.9230693  0.579963676  0.9667227
##   0.8105263  9.081864e-04  0.9229343  0.575569982  0.9665546
##   0.8105263  1.408157e-03  0.9226971  0.572934539  0.9673950
##   0.8105263  2.183370e-03  0.9223068  0.560630652  0.9682353
##   0.8105263  3.385350e-03  0.9214694  0.548322900  0.9695798
##   0.8105263  5.249039e-03  0.9197751  0.534260762  0.9712605
##   0.8105263  8.138717e-03  0.9162038  0.496464178  0.9739496
##   0.8105263  1.261921e-02  0.9090137  0.458648273  0.9793277
##   0.8105263  1.956628e-02  0.8967751  0.408586444  0.9828571
##   0.8105263  3.033783e-02  0.8951089  0.324217482  0.9905882
##   0.8105263  4.703929e-02  0.8899510  0.169603524  0.9979832
##   0.8105263  7.293516e-02  0.8693392  0.012300023  0.9998319
##   0.8105263  1.130871e-01  0.8382334  0.000000000  1.0000000
##   0.8105263  1.753434e-01  0.5000000  0.000000000  1.0000000
##   0.8578947  6.536087e-05  0.9230979  0.586985084  0.9653782
##   0.8578947  1.013431e-04  0.9230979  0.586985084  0.9653782
##   0.8578947  1.571340e-04  0.9231052  0.586107891  0.9653782
##   0.8578947  2.436388e-04  0.9230884  0.583476312  0.9655462
##   0.8578947  3.777658e-04  0.9230980  0.582599119  0.9663866
##   0.8578947  5.857318e-04  0.9230981  0.579963676  0.9663866
##   0.8578947  9.081864e-04  0.9229586  0.575569982  0.9663866
##   0.8578947  1.408157e-03  0.9227561  0.572057346  0.9672269
##   0.8578947  2.183370e-03  0.9223703  0.560630652  0.9680672
##   0.8578947  3.385350e-03  0.9215416  0.548322900  0.9692437
##   0.8578947  5.249039e-03  0.9198488  0.533383569  0.9710924
##   0.8578947  8.138717e-03  0.9161793  0.495583121  0.9737815
##   0.8578947  1.261921e-02  0.9085918  0.457771080  0.9793277
##   0.8578947  1.956628e-02  0.8965057  0.403319422  0.9831933
##   0.8578947  3.033783e-02  0.8948519  0.323336425  0.9910924
##   0.8578947  4.703929e-02  0.8884459  0.146750135  0.9981513
##   0.8578947  7.293516e-02  0.8653528  0.004393693  0.9998319
##   0.8578947  1.130871e-01  0.8187715  0.000000000  1.0000000
##   0.8578947  1.753434e-01  0.5000000  0.000000000  1.0000000
##   0.9052632  6.536087e-05  0.9231097  0.586107891  0.9653782
##   0.9052632  1.013431e-04  0.9231097  0.586107891  0.9653782
##   0.9052632  1.571340e-04  0.9231119  0.586107891  0.9653782
##   0.9052632  2.436388e-04  0.9231039  0.583476312  0.9657143
##   0.9052632  3.777658e-04  0.9231157  0.582599119  0.9665546
##   0.9052632  5.857318e-04  0.9231077  0.580840869  0.9663866
##   0.9052632  9.081864e-04  0.9230111  0.575569982  0.9663866
##   0.9052632  1.408157e-03  0.9227886  0.572057346  0.9665546
##   0.9052632  2.183370e-03  0.9224035  0.559749594  0.9682353
##   0.9052632  3.385350e-03  0.9215969  0.548322900  0.9692437
##   0.9052632  5.249039e-03  0.9198996  0.532502512  0.9710924
##   0.9052632  8.138717e-03  0.9161519  0.493824871  0.9737815
##   0.9052632  1.261921e-02  0.9081958  0.455131772  0.9793277
##   0.9052632  1.956628e-02  0.8963506  0.402434500  0.9835294
##   0.9052632  3.033783e-02  0.8944720  0.315426231  0.9909244
##   0.9052632  4.703929e-02  0.8867949  0.133561326  0.9983193
##   0.9052632  7.293516e-02  0.8626914  0.000000000  1.0000000
##   0.9052632  1.130871e-01  0.7976247  0.000000000  1.0000000
##   0.9052632  1.753434e-01  0.5000000  0.000000000  1.0000000
##   0.9526316  6.536087e-05  0.9231149  0.586107891  0.9653782
##   0.9526316  1.013431e-04  0.9231149  0.586107891  0.9653782
##   0.9526316  1.571340e-04  0.9231267  0.586107891  0.9653782
##   0.9526316  2.436388e-04  0.9231209  0.583476312  0.9657143
##   0.9526316  3.777658e-04  0.9231408  0.582599119  0.9665546
##   0.9526316  5.857318e-04  0.9231321  0.579963676  0.9663866
##   0.9526316  9.081864e-04  0.9230428  0.575569982  0.9663866
##   0.9526316  1.408157e-03  0.9228321  0.572057346  0.9665546
##   0.9526316  2.183370e-03  0.9224233  0.560626787  0.9682353
##   0.9526316  3.385350e-03  0.9216368  0.549200093  0.9690756
##   0.9526316  5.249039e-03  0.9199667  0.528986011  0.9710924
##   0.9526316  8.138717e-03  0.9161688  0.494702064  0.9737815
##   0.9526316  1.261921e-02  0.9077619  0.455131772  0.9794958
##   0.9526316  1.956628e-02  0.8962250  0.399799057  0.9838655
##   0.9526316  3.033783e-02  0.8940960  0.310159209  0.9909244
##   0.9526316  4.703929e-02  0.8848815  0.115994281  0.9986555
##   0.9526316  7.293516e-02  0.8616751  0.000000000  1.0000000
##   0.9526316  1.130871e-01  0.7948488  0.000000000  1.0000000
##   0.9526316  1.753434e-01  0.5000000  0.000000000  1.0000000
##   1.0000000  6.536087e-05  0.9231348  0.586107891  0.9653782
##   1.0000000  1.013431e-04  0.9231348  0.586107891  0.9653782
##   1.0000000  1.571340e-04  0.9231326  0.586107891  0.9653782
##   1.0000000  2.436388e-04  0.9231341  0.583476312  0.9657143
##   1.0000000  3.777658e-04  0.9231519  0.582599119  0.9665546
##   1.0000000  5.857318e-04  0.9231483  0.579963676  0.9663866
##   1.0000000  9.081864e-04  0.9230746  0.575569982  0.9663866
##   1.0000000  1.408157e-03  0.9228683  0.572934539  0.9665546
##   1.0000000  2.183370e-03  0.9224676  0.560626787  0.9682353
##   1.0000000  3.385350e-03  0.9216900  0.549200093  0.9690756
##   1.0000000  5.249039e-03  0.9200360  0.528108818  0.9710924
##   1.0000000  8.138717e-03  0.9161590  0.492943813  0.9739496
##   1.0000000  1.261921e-02  0.9071590  0.456016694  0.9798319
##   1.0000000  1.956628e-02  0.8960625  0.395401499  0.9838655
##   1.0000000  3.033783e-02  0.8936316  0.303133936  0.9910924
##   1.0000000  4.703929e-02  0.8828386  0.097534585  0.9986555
##   1.0000000  7.293516e-02  0.8603281  0.000000000  1.0000000
##   1.0000000  1.130871e-01  0.7944714  0.000000000  1.0000000
##   1.0000000  1.753434e-01  0.5000000  0.000000000  1.0000000
## 
## ROC was used to select the optimal model using the largest value.
## The final values used for the model were alpha = 1 and lambda = 0.0003777658.
stopCluster(cl)
plot(varImp(logit_gridsearch, scale = F))

pred <- predict(logit_gridsearch, newdata = test, type = "raw")

cmatrix <- caret::confusionMatrix(pred, test$attrition_flag) 
cmatrix
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction Attrited Existed
##   Attrited      278      76
##   Existed       211    2474
##                                           
##                Accuracy : 0.9056          
##                  95% CI : (0.8946, 0.9157)
##     No Information Rate : 0.8391          
##     P-Value [Acc > NIR] : < 2.2e-16       
##                                           
##                   Kappa : 0.6064          
##                                           
##  Mcnemar's Test P-Value : 2.579e-15       
##                                           
##             Sensitivity : 0.56851         
##             Specificity : 0.97020         
##          Pos Pred Value : 0.78531         
##          Neg Pred Value : 0.92142         
##              Prevalence : 0.16091         
##          Detection Rate : 0.09148         
##    Detection Prevalence : 0.11649         
##       Balanced Accuracy : 0.76935         
##                                           
##        'Positive' Class : Attrited        
## 
cmatrix$byClass
##          Sensitivity          Specificity       Pos Pred Value 
##           0.56850716           0.97019608           0.78531073 
##       Neg Pred Value            Precision               Recall 
##           0.92141527           0.78531073           0.56850716 
##                   F1           Prevalence       Detection Rate 
##           0.65954923           0.16090819           0.09147746 
## Detection Prevalence    Balanced Accuracy 
##           0.11648569           0.76935162

logistic reg

library(doParallel)
cl <- makePSOCKcluster(4)
registerDoParallel(cl)
logit2_gridsearch <- train(attrition_flag ~ .,             
                       data = train,               
                       method = 'glm',  
                       trControl = control,
                       tuneLength = 20, 
                       metric = "ROC") 
stopCluster(cl)
logit2_gridsearch
## Generalized Linear Model 
## 
## 7088 samples
##   19 predictor
##    2 classes: 'Attrited', 'Existed' 
## 
## No pre-processing
## Resampling: Cross-Validated (5 fold) 
## Summary of sample sizes: 5671, 5670, 5671, 5670, 5670 
## Resampling results:
## 
##   ROC        Sens       Spec     
##   0.9235992  0.5878584  0.9653782
plot(varImp(logit_gridsearch, scale = F))

pred <- predict(logit2_gridsearch, newdata = test, type = "raw")
## Warning in predict.lm(object, newdata, se.fit, scale = 1, type = if (type == :
## prediction from a rank-deficient fit may be misleading
cmatrix <- caret::confusionMatrix(pred, test$attrition_flag) 
cmatrix
## Confusion Matrix and Statistics
## 
##           Reference
## Prediction Attrited Existed
##   Attrited      281      78
##   Existed       208    2472
##                                         
##                Accuracy : 0.9059        
##                  95% CI : (0.895, 0.916)
##     No Information Rate : 0.8391        
##     P-Value [Acc > NIR] : < 2.2e-16     
##                                         
##                   Kappa : 0.6095        
##                                         
##  Mcnemar's Test P-Value : 2.386e-14     
##                                         
##             Sensitivity : 0.57464       
##             Specificity : 0.96941       
##          Pos Pred Value : 0.78273       
##          Neg Pred Value : 0.92239       
##              Prevalence : 0.16091       
##          Detection Rate : 0.09246       
##    Detection Prevalence : 0.11813       
##       Balanced Accuracy : 0.77203       
##                                         
##        'Positive' Class : Attrited      
## 
cmatrix$byClass
##          Sensitivity          Specificity       Pos Pred Value 
##           0.57464213           0.96941176           0.78272981 
##       Neg Pred Value            Precision               Recall 
##           0.92238806           0.78272981           0.57464213 
##                   F1           Prevalence       Detection Rate 
##           0.66273585           0.16090819           0.09246463 
## Detection Prevalence    Balanced Accuracy 
##           0.11813096           0.77202695

1.4 3개 모델 앙상블 모형 생성 후 예측값 저장

Averaging

  • classification일 때 예측값을 평균내는 것은 부적절
  • 따라서 예측값 대신 예측 확률값을 평균 내서 최종 앙상블 결과로 산출
result <- data.frame(rf = predict(rf_gridsearch, newdata = test, type = "prob"), 
           svm = predict(svm_gridsearch, newdata = test, type = "prob"), 
           logit = predict(logit2_gridsearch, newdata = test, type = "prob"))
## Warning in predict.lm(object, newdata, se.fit, scale = 1, type = if (type == :
## prediction from a rank-deficient fit may be misleading
result$average <- (result$rf.Existed + result$svm.Existed + result$logit.Existed)/3

result
##      rf.Attrited rf.Existed svm.Attrited  svm.Existed logit.Attrited
## 1          0.072      0.928 1.471188e-08 0.9999999853   4.748114e-03
## 2          0.028      0.972 2.971240e-06 0.9999970288   1.885313e-02
## 3          0.010      0.990 6.216095e-04 0.9993783905   2.636567e-02
## 4          0.012      0.988 2.402206e-09 0.9999999976   3.648888e-03
## 5          0.002      0.998 4.298638e-06 0.9999957014   3.080709e-03
## 6          0.010      0.990 1.854220e-04 0.9998145780   6.160485e-02
## 7          0.000      1.000 1.332756e-02 0.9866724449   2.369975e-02
## 8          0.822      0.178 9.920156e-01 0.0079843888   9.543526e-01
## 9          0.000      1.000 4.207379e-03 0.9957926211   2.512090e-02
## 10         0.064      0.936 2.169103e-04 0.9997830897   1.420263e-03
## 11         0.008      0.992 1.613294e-02 0.9838670566   6.718353e-02
## 12         0.050      0.950 9.722333e-02 0.9027766694   6.088737e-02
## 13         0.290      0.710 9.661978e-01 0.0338021880   9.004821e-01
## 14         0.000      1.000 8.839670e-03 0.9911603297   1.569346e-02
## 15         0.092      0.908 8.140603e-02 0.9185939730   8.629704e-02
## 16         0.004      0.996 2.240840e-05 0.9999775916   5.482868e-03
## 17         0.020      0.980 7.185030e-02 0.9281497050   3.134935e-01
## 18         0.936      0.064 9.977701e-01 0.0022299048   9.838441e-01
## 19         0.010      0.990 1.771836e-02 0.9822816412   2.571612e-01
## 20         0.010      0.990 2.069167e-03 0.9979308328   1.576728e-01
## 21         0.004      0.996 1.882443e-02 0.9811755700   2.479739e-01
## 22         0.118      0.882 9.844923e-02 0.9015507652   5.549101e-01
## 23         0.074      0.926 2.573857e-05 0.9999742614   2.013970e-02
## 24         0.004      0.996 5.693007e-03 0.9943069930   1.554668e-01
## 25         0.072      0.928 5.345318e-03 0.9946546821   4.869932e-02
## 26         0.038      0.962 8.416818e-02 0.9158318186   5.172149e-02
## 27         0.024      0.976 2.486248e-04 0.9997513752   3.794532e-03
## 28         0.954      0.046 9.970298e-01 0.0029702121   9.896682e-01
## 29         0.010      0.990 4.767471e-04 0.9995232529   1.432280e-02
## 30         0.004      0.996 2.066054e-02 0.9793394557   7.921684e-02
## 31         0.128      0.872 6.927445e-01 0.3072555037   8.061237e-01
## 32         0.070      0.930 1.872394e-06 0.9999981276   1.024358e-01
## 33         0.056      0.944 1.578778e-03 0.9984212221   1.114991e-01
## 34         0.248      0.752 3.957569e-01 0.6042431413   6.224485e-01
## 35         0.046      0.954 2.647596e-01 0.7352404315   4.278866e-01
## 36         0.026      0.974 4.430825e-03 0.9955691749   2.206564e-01
## 37         0.004      0.996 4.363624e-02 0.9563637599   1.421571e-01
## 38         0.092      0.908 2.164323e-01 0.7835676739   5.296209e-01
## 39         0.604      0.396 6.440348e-01 0.3559652329   8.040106e-01
## 40         0.010      0.990 7.477511e-03 0.9925224891   6.671874e-02
## 41         0.084      0.916 2.639210e-04 0.9997360790   4.242109e-03
## 42         0.010      0.990 6.856287e-05 0.9999314371   3.985495e-02
## 43         0.002      0.998 2.500506e-02 0.9749949423   6.965092e-02
## 44         0.012      0.988 2.621545e-01 0.7378454729   2.377390e-01
## 45         0.016      0.984 3.404684e-03 0.9965953158   1.842155e-01
## 46         0.028      0.972 2.686765e-02 0.9731323519   1.208337e-01
## 47         0.018      0.982 4.143124e-06 0.9999958569   3.595624e-03
## 48         0.022      0.978 2.500117e-03 0.9974998835   3.200897e-02
## 49         0.032      0.968 5.711805e-02 0.9428819489   3.487782e-01
## 50         0.904      0.096 9.429317e-01 0.0570682960   9.379402e-01
## 51         0.022      0.978 2.845108e-02 0.9715489156   1.074929e-01
## 52         0.000      1.000 8.213423e-05 0.9999178658   8.901729e-02
## 53         0.062      0.938 1.376633e-02 0.9862336724   4.461479e-01
## 54         0.070      0.930 1.620445e-02 0.9837955453   4.248610e-02
## 55         0.122      0.878 3.397908e-01 0.6602092417   4.582771e-01
## 56         0.330      0.670 8.908683e-01 0.1091316741   8.731245e-01
## 57         0.052      0.948 1.383663e-01 0.8616337484   3.565339e-01
## 58         0.030      0.970 8.396288e-02 0.9160371203   2.146227e-02
## 59         0.144      0.856 3.145223e-02 0.9685477650   5.419312e-01
## 60         0.098      0.902 1.298746e-03 0.9987012536   6.019475e-03
## 61         0.276      0.724 1.572361e-03 0.9984276394   1.231182e-01
## 62         0.070      0.930 1.471815e-01 0.8528185309   3.756070e-01
## 63         0.010      0.990 2.051308e-04 0.9997948692   1.768208e-04
## 64         0.012      0.988 1.934313e-02 0.9806568725   4.185399e-02
## 65         0.054      0.946 3.043390e-01 0.6956609541   5.324716e-01
## 66         0.020      0.980 1.082061e-02 0.9891793932   1.987064e-02
## 67         0.002      0.998 8.114131e-03 0.9918858687   3.891134e-02
## 68         0.024      0.976 2.738645e-03 0.9972613552   1.008556e-02
## 69         0.040      0.960 1.723443e-01 0.8276557375   1.426727e-01
## 70         0.026      0.974 5.358059e-03 0.9946419411   1.063824e-01
## 71         0.024      0.976 1.002762e-01 0.8997237601   4.607608e-01
## 72         0.006      0.994 3.223509e-03 0.9967764909   1.814786e-01
## 73         0.000      1.000 6.187797e-03 0.9938122028   8.958137e-03
## 74         0.002      0.998 2.398212e-03 0.9976017880   1.818149e-03
## 75         0.846      0.154 5.935190e-01 0.4064809751   3.152632e-01
## 76         0.014      0.986 4.455426e-02 0.9554457369   4.835583e-01
## 77         0.068      0.932 4.891097e-01 0.5108903311   2.916173e-01
## 78         0.888      0.112 9.198278e-01 0.0801721768   9.346608e-01
## 79         0.060      0.940 2.706679e-01 0.7293320800   1.262296e-01
## 80         0.000      1.000 2.873576e-02 0.9712642382   3.950346e-01
## 81         0.012      0.988 9.361074e-04 0.9990638926   4.009858e-03
## 82         0.008      0.992 2.086642e-02 0.9791335783   1.435115e-01
## 83         0.034      0.966 2.670257e-03 0.9973297427   1.492693e-01
## 84         0.072      0.928 4.776959e-02 0.9522304142   1.006516e-01
## 85         0.018      0.982 1.305674e-02 0.9869432578   3.354842e-01
## 86         0.220      0.780 6.150985e-02 0.9384901503   5.243767e-01
## 87         0.024      0.976 1.624470e-02 0.9837553002   1.569000e-01
## 88         0.338      0.662 1.018472e-02 0.9898152826   2.035333e-02
## 89         0.788      0.212 6.253895e-01 0.3746104538   7.585176e-01
## 90         0.172      0.828 8.218032e-01 0.1781967731   7.921776e-01
## 91         0.006      0.994 4.790231e-06 0.9999952098   3.835649e-04
## 92         0.004      0.996 8.607581e-04 0.9991392419   8.093836e-03
## 93         0.230      0.770 8.334452e-01 0.1665548361   7.500417e-01
## 94         0.024      0.976 3.926444e-01 0.6073556028   2.427908e-01
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## 99         0.018      0.982 7.577271e-02 0.9242272932   4.352515e-02
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## 150        0.560      0.440 1.554175e-01 0.8445824997   6.139445e-01
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## 168        0.024      0.976 1.286529e-03 0.9987134708   4.633954e-02
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## 172        0.010      0.990 1.124289e-01 0.8875710551   2.276464e-02
## 173        0.064      0.936 1.525008e-01 0.8474992173   4.055994e-01
## 174        0.194      0.806 6.197146e-03 0.9938028542   6.117654e-03
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## 180        0.024      0.976 4.130193e-01 0.5869806688   3.895004e-01
## 181        0.112      0.888 1.057903e-03 0.9989420966   4.392922e-02
## 182        0.040      0.960 1.202498e-02 0.9879750240   2.090398e-01
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## 188        0.062      0.938 9.695844e-03 0.9903041558   4.411679e-02
## 189        0.020      0.980 7.051861e-03 0.9929481387   9.100389e-02
## 190        0.764      0.236 6.158553e-01 0.3841446867   5.860352e-01
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## 200        0.016      0.984 1.862338e-02 0.9813766171   7.907494e-02
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## 210        0.796      0.204 8.170267e-01 0.1829732651   3.347574e-01
## 211        0.004      0.996 9.131533e-03 0.9908684674   2.696774e-02
## 212        0.036      0.964 9.469902e-02 0.9053009839   7.474567e-01
## 213        0.020      0.980 6.314496e-02 0.9368550423   1.597256e-01
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## 220        0.958      0.042 9.802680e-01 0.0197320415   9.525603e-01
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## 270        0.528      0.472 2.463227e-01 0.7536773119   4.284451e-01
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## 280        0.000      1.000 1.195591e-03 0.9988044090   6.698456e-03
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## 300        0.872      0.128 9.972177e-01 0.0027822543   9.237942e-01
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## 325        0.018      0.982 1.377947e-02 0.9862205290   4.392015e-01
## 326        0.084      0.916 1.270506e-01 0.8729493731   4.864063e-01
## 327        0.612      0.388 4.208323e-01 0.5791677096   1.352826e-01
## 328        0.010      0.990 6.464828e-03 0.9935351719   2.154353e-01
## 329        0.958      0.042 9.749141e-01 0.0250858715   9.654176e-01
## 330        0.002      0.998 3.629680e-02 0.9637031953   2.835069e-01
## 331        0.014      0.986 1.008256e-02 0.9899174353   8.389696e-02
## 332        0.014      0.986 7.156296e-02 0.9284370394   5.209774e-02
## 333        0.036      0.964 7.994281e-03 0.9920057187   8.344329e-03
## 334        0.054      0.946 3.014192e-01 0.6985808044   8.575716e-02
## 335        0.008      0.992 4.269790e-04 0.9995730210   1.613817e-03
## 336        0.006      0.994 3.053528e-03 0.9969464721   1.824111e-01
## 337        0.032      0.968 3.149085e-03 0.9968509154   7.225196e-02
## 338        0.030      0.970 6.951540e-02 0.9304845970   1.215656e-01
## 339        0.036      0.964 2.315928e-02 0.9768407178   5.007133e-02
## 340        0.026      0.974 8.808620e-03 0.9911913798   1.581183e-01
## 341        0.078      0.922 1.168065e-02 0.9883193541   1.403789e-02
## 342        0.364      0.636 1.499505e-01 0.8500494514   5.842242e-02
## 343        0.000      1.000 5.179651e-04 0.9994820349   6.139721e-02
## 344        0.116      0.884 4.574208e-04 0.9995425792   1.114958e-02
## 345        0.272      0.728 5.537607e-01 0.4462392699   3.314063e-01
## 346        0.026      0.974 1.261753e-01 0.8738247343   2.408952e-01
## 347        0.148      0.852 3.825733e-01 0.6174267416   3.735754e-01
## 348        0.032      0.968 4.159375e-01 0.5840625109   2.513119e-01
## 349        0.108      0.892 1.327786e-02 0.9867221410   3.764063e-02
## 350        0.870      0.130 7.253219e-01 0.2746781231   4.964475e-01
## 351        0.012      0.988 3.454838e-02 0.9654516231   1.242246e-01
## 352        0.532      0.468 8.295258e-02 0.9170474194   3.389515e-01
## 353        0.092      0.908 1.572044e-02 0.9842795642   4.990481e-02
## 354        0.054      0.946 3.116204e-02 0.9688379644   1.229826e-02
## 355        0.508      0.492 7.596314e-01 0.2403686435   9.375243e-01
## 356        0.040      0.960 6.314549e-02 0.9368545133   7.728681e-02
## 357        0.024      0.976 8.604314e-02 0.9139568593   1.127797e-01
## 358        0.018      0.982 8.154437e-02 0.9184556349   4.027854e-01
## 359        0.016      0.984 5.024395e-03 0.9949756050   1.245560e-01
## 360        0.756      0.244 4.321962e-01 0.5678037745   7.454761e-01
## 361        0.148      0.852 3.932971e-01 0.6067029469   4.359336e-01
## 362        0.190      0.810 1.490852e-04 0.9998509148   4.964823e-02
## 363        0.010      0.990 8.446700e-02 0.9155329953   9.980709e-02
## 364        0.094      0.906 1.965053e-02 0.9803494723   2.153272e-02
## 365        0.062      0.938 2.385847e-02 0.9761415318   2.036842e-02
## 366        0.016      0.984 4.402519e-03 0.9955974807   8.913488e-03
## 367        0.832      0.168 2.689792e-02 0.9731020824   5.409655e-01
## 368        0.148      0.852 2.982619e-01 0.7017380549   3.858079e-01
## 369        0.004      0.996 1.684661e-02 0.9831533872   1.072477e-01
## 370        0.020      0.980 3.921983e-02 0.9607801717   1.134884e-01
## 371        0.004      0.996 4.220762e-03 0.9957792375   5.536080e-02
## 372        0.054      0.946 1.746461e-02 0.9825353886   1.110398e-01
## 373        0.018      0.982 3.979157e-01 0.6020842657   7.744261e-01
## 374        0.060      0.940 3.700425e-02 0.9629957529   1.372975e-01
## 375        0.012      0.988 5.730894e-05 0.9999426911   2.759761e-02
## 376        0.018      0.982 8.578154e-03 0.9914218456   8.167380e-02
## 377        0.022      0.978 4.237488e-02 0.9576251217   2.112661e-02
## 378        0.016      0.984 7.173455e-02 0.9282654463   1.246437e-01
## 379        0.018      0.982 2.356373e-02 0.9764362734   2.157172e-02
## 380        0.322      0.678 5.837647e-01 0.4162352844   7.109175e-01
## 381        0.126      0.874 1.254857e-01 0.8745142864   1.480438e-01
## 382        0.010      0.990 2.909156e-01 0.7090843751   6.787393e-01
## 383        0.880      0.120 9.918415e-01 0.0081584939   9.535939e-01
## 384        0.008      0.992 5.990212e-03 0.9940097882   2.519340e-02
## 385        0.058      0.942 1.383641e-01 0.8616359393   3.479618e-01
## 386        0.104      0.896 5.899585e-01 0.4100414567   4.415798e-01
## 387        0.200      0.800 6.112685e-01 0.3887314797   8.645706e-01
## 388        0.106      0.894 2.123077e-01 0.7876923458   4.473998e-01
## 389        0.716      0.284 2.403941e-01 0.7596058729   8.102201e-01
## 390        0.038      0.962 1.333349e-02 0.9866665060   1.574781e-02
## 391        0.002      0.998 1.413454e-03 0.9985865464   1.374797e-02
## 392        0.026      0.974 1.714823e-01 0.8285177334   3.377219e-01
## 393        0.236      0.764 3.775980e-02 0.9622401991   1.374250e-01
## 394        0.098      0.902 1.123994e-02 0.9887600647   4.305961e-02
## 395        0.006      0.994 5.091697e-02 0.9490830324   3.481382e-01
## 396        0.094      0.906 2.089822e-02 0.9791017812   1.932283e-02
## 397        0.002      0.998 5.303235e-02 0.9469676459   1.739185e-01
## 398        0.006      0.994 6.454273e-03 0.9935457265   2.049625e-02
## 399        0.010      0.990 4.040659e-02 0.9595934094   7.328861e-03
## 400        0.046      0.954 5.460033e-02 0.9453996660   2.687246e-01
## 401        0.012      0.988 6.446137e-03 0.9935538630   7.863958e-02
## 402        0.044      0.956 7.443594e-02 0.9255640553   1.300310e-01
## 403        0.026      0.974 1.144939e-01 0.8855061079   2.922764e-01
## 404        0.726      0.274 6.427234e-01 0.3572765870   8.432596e-01
## 405        0.006      0.994 1.124612e-02 0.9887538793   4.347953e-02
## 406        0.022      0.978 2.470509e-02 0.9752949117   4.555384e-03
## 407        0.146      0.854 6.501203e-02 0.9349879728   1.939802e-01
## 408        0.204      0.796 7.059840e-01 0.2940159959   6.122783e-01
## 409        0.098      0.902 2.363559e-01 0.7636441287   2.049641e-01
## 410        0.088      0.912 3.926717e-01 0.6073283480   2.984880e-01
## 411        0.012      0.988 5.501945e-03 0.9944980555   4.351448e-03
## 412        0.120      0.880 9.160525e-02 0.9083947498   5.040289e-01
## 413        0.474      0.526 5.092064e-02 0.9490793590   2.349900e-01
## 414        0.508      0.492 5.792918e-01 0.4207081537   6.405308e-01
## 415        0.014      0.986 1.005789e-01 0.8994210534   1.586110e-01
## 416        0.154      0.846 1.734605e-01 0.8265394665   3.076882e-01
## 417        0.596      0.404 4.459586e-01 0.5540414082   2.362647e-01
## 418        0.022      0.978 3.785531e-02 0.9621446921   2.003667e-01
## 419        0.244      0.756 7.968002e-01 0.2031998118   7.691855e-01
## 420        0.028      0.972 1.161322e-02 0.9883867846   5.813823e-02
## 421        0.006      0.994 7.349574e-03 0.9926504262   4.038851e-03
## 422        0.038      0.962 9.528327e-04 0.9990471673   4.124846e-03
## 423        0.008      0.992 1.353444e-03 0.9986465561   1.764156e-02
## 424        0.028      0.972 3.038555e-01 0.6961445422   1.215724e-01
## 425        0.004      0.996 3.492259e-02 0.9650774060   3.738884e-02
## 426        0.022      0.978 4.365581e-02 0.9563441930   4.801357e-02
## 427        0.444      0.556 2.373345e-01 0.7626654805   4.057071e-01
## 428        0.010      0.990 6.845292e-03 0.9931547077   3.817220e-02
## 429        0.016      0.984 1.208920e-02 0.9879107980   1.004350e-01
## 430        0.026      0.974 1.164010e-01 0.8835990323   1.227684e-01
## 431        0.020      0.980 6.671411e-03 0.9933285895   7.550150e-02
## 432        0.018      0.982 5.919812e-02 0.9408018780   1.076124e-03
## 433        0.004      0.996 6.035979e-03 0.9939640214   4.256958e-02
## 434        0.002      0.998 2.429797e-03 0.9975702028   2.873117e-03
## 435        0.032      0.968 3.760515e-01 0.6239484898   6.357284e-01
## 436        0.098      0.902 4.938427e-01 0.5061572508   3.095593e-01
## 437        0.242      0.758 7.369568e-02 0.9263043242   8.582208e-02
## 438        0.004      0.996 7.474093e-03 0.9925259074   2.327624e-02
## 439        0.916      0.084 9.515261e-01 0.0484738913   8.623317e-01
## 440        0.084      0.916 4.540303e-02 0.9545969738   5.410579e-02
## 441        0.130      0.870 1.364601e-02 0.9863539946   6.337225e-02
## 442        0.098      0.902 3.123409e-03 0.9968765915   3.098140e-02
## 443        0.010      0.990 3.904369e-03 0.9960956306   2.468810e-02
## 444        0.006      0.994 7.344956e-04 0.9992655044   1.649633e-02
## 445        0.022      0.978 4.109649e-02 0.9589035075   3.592703e-02
## 446        0.112      0.888 2.427957e-02 0.9757204343   5.720573e-02
## 447        0.004      0.996 2.191574e-02 0.9780842563   1.019414e-01
## 448        0.022      0.978 1.148124e-01 0.8851876423   3.273516e-01
## 449        0.162      0.838 5.756096e-01 0.4243903537   8.308652e-01
## 450        0.018      0.982 7.725477e-03 0.9922745233   1.338741e-01
## 451        0.020      0.980 1.092007e-01 0.8907992563   1.147824e-02
## 452        0.058      0.942 1.593284e-01 0.8406715603   3.031420e-01
## 453        0.052      0.948 3.624324e-02 0.9637567646   7.064805e-02
## 454        0.050      0.950 1.717774e-02 0.9828222607   9.756381e-02
## 455        0.018      0.982 4.550875e-03 0.9954491252   1.919767e-02
## 456        0.014      0.986 3.973296e-03 0.9960267036   9.628778e-02
## 457        0.048      0.952 2.549316e-02 0.9745068414   1.871923e-02
## 458        0.004      0.996 4.913861e-03 0.9950861386   2.285753e-02
## 459        0.054      0.946 2.123087e-02 0.9787691271   2.064524e-02
## 460        0.046      0.954 6.490616e-03 0.9935093836   3.328114e-02
## 461        0.006      0.994 5.583213e-02 0.9441678747   1.355742e-01
## 462        0.012      0.988 9.609362e-02 0.9039063800   1.454852e-01
## 463        0.050      0.950 5.026364e-03 0.9949736358   1.453999e-02
## 464        0.014      0.986 6.870663e-02 0.9312933661   2.160181e-01
## 465        0.016      0.984 1.258427e-01 0.8741572554   2.633914e-01
## 466        0.242      0.758 1.658259e-02 0.9834174144   1.850584e-01
## 467        0.014      0.986 2.776664e-02 0.9722333574   1.947281e-01
## 468        0.008      0.992 6.636702e-04 0.9993363298   1.319414e-02
## 469        0.006      0.994 2.283256e-03 0.9977167437   1.547435e-03
## 470        0.010      0.990 1.488108e-01 0.8511891670   1.744788e-01
## 471        0.020      0.980 1.008419e-02 0.9899158100   1.093166e-01
## 472        0.002      0.998 3.671548e-03 0.9963284520   8.080431e-03
## 473        0.006      0.994 3.573194e-03 0.9964268059   4.480444e-02
## 474        0.722      0.278 9.731789e-01 0.0268210995   8.850669e-01
## 475        0.008      0.992 1.040622e-02 0.9895937774   1.987987e-02
## 476        0.004      0.996 1.247771e-02 0.9875222929   1.625415e-01
## 477        0.060      0.940 3.940484e-01 0.6059515527   6.042122e-01
## 478        0.018      0.982 2.487613e-02 0.9751238657   1.554263e-01
## 479        0.006      0.994 1.412599e-02 0.9858740072   2.223077e-02
## 480        0.028      0.972 5.373884e-02 0.9462611626   9.807018e-02
## 481        0.008      0.992 3.589798e-03 0.9964102023   5.370814e-03
## 482        0.068      0.932 1.515995e-03 0.9984840052   5.825102e-03
## 483        0.012      0.988 1.325047e-03 0.9986749525   1.774613e-02
## 484        0.004      0.996 2.497634e-02 0.9750236640   5.458494e-02
## 485        0.032      0.968 9.932320e-02 0.9006768015   8.306820e-02
## 486        0.850      0.150 9.752163e-01 0.0247837191   8.503484e-01
## 487        0.108      0.892 7.163352e-02 0.9283664754   1.234293e-01
## 488        0.002      0.998 3.302426e-02 0.9669757397   1.417746e-01
## 489        0.150      0.850 5.403812e-02 0.9459618797   1.598687e-01
## 490        0.156      0.844 3.041290e-02 0.9695870952   1.566023e-01
## 491        0.004      0.996 3.892707e-02 0.9610729337   1.600527e-01
## 492        0.902      0.098 9.767287e-01 0.0232713143   8.129172e-01
## 493        0.012      0.988 7.751495e-02 0.9224850486   3.258624e-01
## 494        0.006      0.994 6.269246e-04 0.9993730754   1.675508e-02
## 495        0.010      0.990 3.902676e-03 0.9960973242   6.254219e-04
## 496        0.000      1.000 1.314055e-02 0.9868594493   2.585454e-02
## 497        0.004      0.996 6.476528e-03 0.9935234723   8.574957e-03
## 498        0.138      0.862 4.691832e-01 0.5308167546   8.204425e-01
## 499        0.028      0.972 4.660346e-03 0.9953396537   1.653108e-02
## 500        0.002      0.998 3.387531e-03 0.9966124695   3.908589e-03
## 501        0.818      0.182 4.478505e-01 0.5521494589   7.706364e-01
## 502        0.012      0.988 1.511024e-02 0.9848897559   1.948636e-02
## 503        0.012      0.988 2.605297e-02 0.9739470350   2.080080e-01
## 504        0.078      0.922 1.842671e-01 0.8157329376   1.028473e-01
## 505        0.008      0.992 5.093345e-02 0.9490665542   1.460401e-01
## 506        0.080      0.920 3.727639e-02 0.9627236053   7.780888e-02
## 507        0.008      0.992 7.845246e-03 0.9921547543   7.265501e-02
## 508        0.062      0.938 3.999457e-02 0.9600054269   5.943720e-02
## 509        0.488      0.512 7.164423e-01 0.2835576725   7.569423e-01
## 510        0.032      0.968 1.702379e-02 0.9829762082   9.484967e-02
## 511        0.042      0.958 2.128437e-02 0.9787156303   2.393381e-02
## 512        0.048      0.952 6.350637e-04 0.9993649363   1.947273e-02
## 513        0.320      0.680 6.769989e-01 0.3230010596   2.045362e-01
## 514        0.024      0.976 8.420484e-02 0.9157951597   3.779090e-01
## 515        0.070      0.930 1.748586e-02 0.9825141402   1.936784e-01
## 516        0.118      0.882 4.966560e-04 0.9995033440   1.339823e-02
## 517        0.694      0.306 1.732334e-04 0.9998267666   3.150377e-02
## 518        0.018      0.982 4.093622e-02 0.9590637824   1.951473e-01
## 519        0.102      0.898 2.508718e-01 0.7491281704   6.764745e-01
## 520        0.054      0.946 2.719455e-02 0.9728054514   1.301388e-01
## 521        0.028      0.972 1.198136e-01 0.8801864112   3.629729e-01
## 522        0.060      0.940 3.989980e-04 0.9996010020   7.370518e-02
## 523        0.014      0.986 5.786166e-03 0.9942138345   3.215070e-03
## 524        0.030      0.970 9.868221e-02 0.9013177923   1.199249e-01
## 525        0.038      0.962 1.042281e-01 0.8957719104   1.023424e-01
## 526        0.134      0.866 7.636959e-02 0.9236304059   2.436120e-01
## 527        0.064      0.936 5.148122e-01 0.4851878259   3.399964e-01
## 528        0.040      0.960 4.073755e-01 0.5926245009   3.893025e-01
## 529        0.020      0.980 5.725985e-02 0.9427401509   8.625786e-02
## 530        0.034      0.966 1.538500e-02 0.9846149981   4.613824e-03
## 531        0.052      0.948 1.243636e-04 0.9998756364   2.936295e-03
## 532        0.042      0.958 2.884671e-02 0.9711532890   2.302913e-02
## 533        0.036      0.964 4.796160e-03 0.9952038397   3.267810e-02
## 534        0.046      0.954 7.607747e-03 0.9923922534   9.726951e-03
## 535        0.074      0.926 1.713702e-02 0.9828629830   1.618682e-02
## 536        0.082      0.918 2.244418e-02 0.9775558206   3.192578e-02
## 537        0.058      0.942 2.607161e-02 0.9739283897   5.554777e-02
## 538        0.148      0.852 5.518481e-01 0.4481518557   6.517319e-01
## 539        0.040      0.960 6.062130e-01 0.3937869922   2.435508e-01
## 540        0.052      0.948 8.481328e-02 0.9151867238   5.688360e-01
## 541        0.042      0.958 8.249288e-04 0.9991750712   6.532000e-02
## 542        0.128      0.872 1.641137e-01 0.8358863462   2.835691e-01
## 543        0.008      0.992 6.286381e-03 0.9937136190   3.786915e-03
## 544        0.004      0.996 2.576311e-02 0.9742368930   9.372213e-02
## 545        0.014      0.986 6.940356e-04 0.9993059644   5.516590e-04
## 546        0.004      0.996 1.010712e-02 0.9898928794   9.295360e-03
## 547        0.058      0.942 3.645281e-04 0.9996354719   4.635045e-02
## 548        0.004      0.996 5.644241e-02 0.9435575935   2.531639e-01
## 549        0.088      0.912 2.479770e-02 0.9752022984   2.240006e-02
## 550        0.058      0.942 8.674687e-03 0.9913253131   6.042976e-02
## 551        0.054      0.946 2.091362e-02 0.9790863789   4.031529e-03
## 552        0.060      0.940 1.475884e-01 0.8524115525   1.004194e-01
## 553        0.068      0.932 4.158380e-02 0.9584161983   9.548759e-02
## 554        0.006      0.994 2.061098e-02 0.9793890235   4.551801e-02
## 555        0.050      0.950 2.099690e-03 0.9979003097   1.590552e-02
## 556        0.036      0.964 9.342298e-02 0.9065770167   6.851293e-02
## 557        0.048      0.952 3.164574e-01 0.6835426252   4.568588e-01
## 558        0.032      0.968 4.503397e-02 0.9549660340   9.474917e-02
## 559        0.020      0.980 2.675640e-01 0.7324359890   4.107147e-01
## 560        0.070      0.930 1.365141e-02 0.9863485894   6.916248e-03
## 561        0.580      0.420 3.337402e-01 0.6662598212   3.924439e-01
## 562        0.030      0.970 1.106530e-01 0.8893469532   1.236237e-01
## 563        0.002      0.998 1.282217e-02 0.9871778329   8.390443e-02
## 564        0.122      0.878 7.601037e-02 0.9239896316   2.480752e-01
## 565        0.152      0.848 2.207037e-02 0.9779296317   8.921246e-01
## 566        0.038      0.962 6.338739e-04 0.9993661261   3.092524e-02
## 567        0.048      0.952 6.388551e-02 0.9361144860   9.714589e-02
## 568        0.830      0.170 9.769506e-01 0.0230494451   9.935741e-01
## 569        0.118      0.882 4.041719e-03 0.9959582806   7.129210e-04
## 570        0.020      0.980 2.360322e-02 0.9763967826   5.641924e-02
## 571        0.250      0.750 1.462891e-02 0.9853710853   1.070134e-01
## 572        0.202      0.798 1.387433e-01 0.8612566893   2.910081e-01
## 573        0.010      0.990 5.286800e-03 0.9947131997   1.640986e-01
## 574        0.016      0.984 6.588466e-03 0.9934115345   2.120827e-02
## 575        0.036      0.964 5.885224e-02 0.9411477562   3.102127e-01
## 576        0.154      0.846 1.277662e-01 0.8722337678   6.576228e-01
## 577        0.016      0.984 1.399544e-02 0.9860045634   5.125485e-02
## 578        0.002      0.998 5.185515e-03 0.9948144851   1.524308e-02
## 579        0.064      0.936 2.756293e-02 0.9724370677   2.201671e-02
## 580        0.034      0.966 9.674668e-02 0.9032533176   1.860429e-01
## 581        0.984      0.016 9.996296e-01 0.0003704410   9.965337e-01
## 582        0.038      0.962 2.856425e-02 0.9714357510   8.387948e-02
## 583        0.046      0.954 3.005647e-01 0.6994353399   5.270755e-01
## 584        0.056      0.944 5.523086e-02 0.9447691416   2.075101e-01
## 585        0.374      0.626 7.825120e-01 0.2174879969   6.282276e-01
## 586        0.016      0.984 1.697956e-01 0.8302043510   1.425534e-01
## 587        0.036      0.964 2.512739e-03 0.9974872612   3.051548e-03
## 588        0.018      0.982 6.932196e-03 0.9930678042   7.905688e-03
## 589        0.330      0.670 3.563640e-01 0.6436360130   1.314057e-01
## 590        0.006      0.994 6.690484e-02 0.9330951608   2.207043e-01
## 591        0.110      0.890 4.178136e-01 0.5821863589   1.494904e-01
## 592        0.002      0.998 7.556546e-03 0.9924434537   3.915582e-02
## 593        0.032      0.968 3.757614e-01 0.6242385787   6.910438e-01
## 594        0.008      0.992 9.672141e-03 0.9903278594   1.519726e-02
## 595        0.004      0.996 3.600862e-05 0.9999639914   8.515263e-03
## 596        0.002      0.998 1.440752e-03 0.9985592483   1.811449e-02
## 597        0.034      0.966 3.535711e-02 0.9646428870   1.116232e-01
## 598        0.742      0.258 3.369670e-02 0.9663032965   3.278710e-01
## 599        0.026      0.974 3.089967e-02 0.9691003269   5.117565e-02
## 600        0.002      0.998 1.054257e-02 0.9894574319   9.872928e-02
## 601        0.026      0.974 1.470902e-01 0.8529098251   2.228993e-01
## 602        0.060      0.940 1.447089e-01 0.8552910975   5.818593e-02
## 603        0.040      0.960 9.592306e-03 0.9904076940   2.541388e-03
## 604        0.090      0.910 1.590114e-02 0.9840988605   4.929577e-03
## 605        0.086      0.914 6.007561e-01 0.3992439372   6.484455e-01
## 606        0.004      0.996 1.238851e-04 0.9998761149   1.978232e-03
## 607        0.074      0.926 2.548594e-03 0.9974514064   1.625570e-01
## 608        0.036      0.964 6.773079e-02 0.9322692144   1.264935e-01
## 609        0.030      0.970 3.826981e-02 0.9617301942   5.300308e-02
## 610        0.046      0.954 3.906196e-02 0.9609380423   2.406472e-02
## 611        0.014      0.986 3.231950e-02 0.9676804964   8.506207e-03
## 612        0.038      0.962 1.000593e-01 0.8999407023   6.222872e-03
## 613        0.136      0.864 1.691832e-01 0.8308168319   1.034490e-01
## 614        0.016      0.984 4.031102e-01 0.5968898265   2.965957e-01
## 615        0.012      0.988 2.737912e-02 0.9726208805   1.214128e-01
## 616        0.024      0.976 2.343776e-02 0.9765622372   4.960440e-03
## 617        0.026      0.974 7.313533e-02 0.9268646725   6.654889e-02
## 618        0.148      0.852 2.096225e-02 0.9790377462   3.501940e-01
## 619        0.176      0.824 1.455834e-02 0.9854416592   4.413265e-02
## 620        0.094      0.906 3.358547e-01 0.6641453235   2.022874e-02
## 621        0.010      0.990 2.088684e-02 0.9791131552   6.746549e-02
## 622        0.146      0.854 1.065989e-01 0.8934011368   2.062052e-01
## 623        0.150      0.850 5.423988e-02 0.9457601151   4.721916e-02
## 624        0.200      0.800 7.863162e-02 0.9213683841   1.170324e-01
## 625        0.042      0.958 4.666324e-03 0.9953336761   8.916589e-02
## 626        0.012      0.988 2.916807e-02 0.9708319339   1.017254e-01
## 627        0.954      0.046 9.943682e-01 0.0056317657   9.882721e-01
## 628        0.198      0.802 8.334542e-01 0.1665458150   6.208545e-01
## 629        0.058      0.942 4.363246e-02 0.9563675402   2.961924e-01
## 630        0.006      0.994 4.308332e-02 0.9569166808   1.038940e-02
## 631        0.052      0.948 8.101162e-02 0.9189883785   4.516114e-02
## 632        0.034      0.966 1.094843e-01 0.8905157380   1.727841e-01
## 633        0.042      0.958 8.602389e-03 0.9913976107   1.712954e-02
## 634        0.002      0.998 1.640379e-02 0.9835962055   3.059491e-02
## 635        0.012      0.988 7.443406e-02 0.9255659381   5.754188e-02
## 636        0.156      0.844 1.964858e-01 0.8035141766   6.632847e-02
## 637        0.012      0.988 8.053245e-02 0.9194675547   1.381956e-01
## 638        0.034      0.966 1.122771e-02 0.9887722909   4.775515e-02
## 639        0.964      0.036 9.193646e-01 0.0806353691   7.508905e-01
## 640        0.010      0.990 4.515962e-03 0.9954840379   3.836621e-02
## 641        0.066      0.934 1.781919e-02 0.9821808089   7.976116e-02
## 642        0.086      0.914 4.925182e-01 0.5074818488   4.766945e-01
## 643        0.018      0.982 6.185517e-04 0.9993814483   2.723871e-03
## 644        0.014      0.986 9.586325e-03 0.9904136753   3.635543e-03
## 645        0.020      0.980 5.639489e-01 0.4360511164   9.156507e-02
## 646        0.054      0.946 1.033404e-02 0.9896659635   5.637772e-03
## 647        0.086      0.914 2.997402e-03 0.9970025983   7.909894e-03
## 648        0.006      0.994 2.959776e-02 0.9704022373   2.342698e-01
## 649        0.056      0.944 1.352512e-01 0.8647487541   2.064668e-02
## 650        0.000      1.000 1.427290e-02 0.9857271005   1.946170e-01
## 651        0.048      0.952 7.963090e-03 0.9920369102   2.848527e-01
## 652        0.020      0.980 4.459260e-02 0.9554074043   3.478905e-01
## 653        0.036      0.964 5.905763e-02 0.9409423703   5.376615e-03
## 654        0.040      0.960 1.178878e-03 0.9988211225   1.943013e-02
## 655        0.006      0.994 4.780131e-03 0.9952198691   7.349148e-02
## 656        0.076      0.924 1.339169e-02 0.9866083078   1.428703e-02
## 657        0.016      0.984 1.911709e-02 0.9808829135   4.906861e-02
## 658        0.038      0.962 2.034781e-01 0.7965218543   3.304022e-01
## 659        0.030      0.970 1.084035e-01 0.8915964825   2.291368e-01
## 660        0.088      0.912 5.436795e-02 0.9456320482   2.087641e-01
## 661        0.018      0.982 2.361187e-02 0.9763881284   4.712736e-02
## 662        0.018      0.982 1.194637e-01 0.8805363020   3.013016e-01
## 663        0.022      0.978 2.391447e-02 0.9760855328   1.610945e-01
## 664        0.026      0.974 3.703843e-02 0.9629615726   1.614262e-01
## 665        0.004      0.996 9.195688e-02 0.9080431182   8.111929e-02
## 666        0.040      0.960 2.426097e-05 0.9999757390   7.384498e-05
## 667        0.026      0.974 5.724485e-02 0.9427551485   4.314818e-01
## 668        0.052      0.948 8.525590e-03 0.9914744096   9.634149e-02
## 669        0.944      0.056 9.808222e-01 0.0191777657   9.737465e-01
## 670        0.054      0.946 3.608448e-01 0.6391552285   1.544041e-01
## 671        0.006      0.994 2.229012e-03 0.9977709885   5.019585e-02
## 672        0.042      0.958 2.825447e-03 0.9971745534   6.159075e-02
## 673        0.008      0.992 2.770106e-02 0.9722989446   1.589916e-01
## 674        0.782      0.218 9.965734e-01 0.0034266215   9.460245e-01
## 675        0.032      0.968 1.823851e-03 0.9981761489   3.444131e-02
## 676        0.000      1.000 9.962101e-03 0.9900378995   2.407865e-03
## 677        0.004      0.996 9.186317e-02 0.9081368257   5.429928e-02
## 678        0.078      0.922 1.225203e-01 0.8774796789   1.687000e-01
## 679        0.132      0.868 6.410652e-02 0.9358934816   2.891557e-01
## 680        0.152      0.848 1.536084e-02 0.9846391612   3.919816e-03
## 681        0.028      0.972 1.362851e-02 0.9863714939   9.494987e-03
## 682        0.044      0.956 7.297863e-02 0.9270213717   2.762282e-01
## 683        0.038      0.962 1.704023e-02 0.9829597699   1.538270e-04
## 684        0.866      0.134 8.921821e-01 0.1078178990   8.095118e-01
## 685        0.018      0.982 1.441665e-02 0.9855833484   4.508875e-03
## 686        0.008      0.992 1.093928e-03 0.9989060716   3.479146e-03
## 687        0.018      0.982 3.251015e-03 0.9967489851   4.692994e-03
## 688        0.144      0.856 1.210025e-02 0.9878997482   2.965220e-01
## 689        0.010      0.990 8.625015e-02 0.9137498534   2.788119e-01
## 690        0.036      0.964 2.127370e-02 0.9787263018   1.978043e-01
## 691        0.032      0.968 7.857871e-03 0.9921421291   3.590342e-02
## 692        0.334      0.666 2.099900e-01 0.7900099932   3.957891e-01
## 693        0.110      0.890 1.331560e-02 0.9866843971   6.050993e-03
## 694        0.002      0.998 1.974050e-03 0.9980259496   1.840021e-02
## 695        0.002      0.998 2.215817e-02 0.9778418308   1.169914e-01
## 696        0.006      0.994 1.145781e-01 0.8854219179   1.697977e-01
## 697        0.134      0.866 5.183963e-02 0.9481603748   8.074434e-02
## 698        0.910      0.090 9.920348e-01 0.0079651621   9.891195e-01
## 699        0.024      0.976 2.017821e-03 0.9979821787   3.501874e-02
## 700        0.014      0.986 6.675602e-01 0.3324397503   1.015172e-01
## 701        0.010      0.990 9.945947e-03 0.9900540531   1.449095e-01
## 702        0.022      0.978 2.921742e-02 0.9707825791   6.723935e-02
## 703        0.034      0.966 2.965068e-03 0.9970349319   2.026298e-01
## 704        0.010      0.990 1.072560e-02 0.9892743996   7.818280e-03
## 705        0.008      0.992 1.876083e-02 0.9812391658   5.117589e-03
## 706        0.004      0.996 5.297135e-02 0.9470286526   5.039242e-02
## 707        0.112      0.888 6.186477e-01 0.3813523363   4.105270e-01
## 708        0.176      0.824 1.739341e-03 0.9982606586   1.773732e-02
## 709        0.002      0.998 3.562918e-02 0.9643708223   1.186367e-01
## 710        0.036      0.964 6.721385e-03 0.9932786152   1.641788e-02
## 711        0.204      0.796 1.072229e-01 0.8927771340   3.036068e-01
## 712        0.004      0.996 3.106861e-03 0.9968931390   3.049735e-03
## 713        0.766      0.234 9.150271e-01 0.0849729019   9.236313e-01
## 714        0.058      0.942 5.071299e-03 0.9949287012   2.876477e-03
## 715        0.884      0.116 9.685520e-01 0.0314479943   7.413037e-01
## 716        0.698      0.302 8.531769e-01 0.1468230595   6.773695e-01
## 717        0.186      0.814 5.406459e-01 0.4593541205   1.402226e-01
## 718        0.672      0.328 1.089378e-01 0.8910621936   3.363729e-01
## 719        0.022      0.978 7.137977e-03 0.9928620230   6.961240e-03
## 720        0.052      0.948 6.811320e-01 0.3188679521   1.153318e-01
## 721        0.030      0.970 4.604892e-02 0.9539510764   1.810025e-01
## 722        0.112      0.888 3.878882e-03 0.9961211183   1.934094e-01
## 723        0.008      0.992 2.054771e-02 0.9794522899   2.163055e-01
## 724        0.448      0.552 3.316998e-01 0.6683002490   1.131371e-01
## 725        0.120      0.880 2.046156e-01 0.7953844083   8.941990e-02
## 726        0.002      0.998 3.312116e-03 0.9966878843   2.891131e-03
## 727        0.162      0.838 2.134964e-01 0.7865035634   3.799058e-01
## 728        0.020      0.980 5.595555e-03 0.9944044455   3.386062e-01
## 729        0.032      0.968 2.188992e-02 0.9781100833   2.043060e-01
## 730        0.066      0.934 3.461179e-01 0.6538821296   6.104265e-01
## 731        0.164      0.836 4.410515e-02 0.9558948492   1.172872e-02
## 732        0.864      0.136 9.028676e-01 0.0971324180   3.190323e-01
## 733        0.030      0.970 1.899623e-01 0.8100376935   1.573319e-01
## 734        0.004      0.996 2.095411e-01 0.7904589329   2.977085e-01
## 735        0.126      0.874 1.305713e-02 0.9869428668   2.054727e-02
## 736        0.054      0.946 1.830216e-01 0.8169783693   2.964544e-01
## 737        0.000      1.000 5.349657e-03 0.9946503432   1.320789e-03
## 738        0.132      0.868 2.379352e-01 0.7620648041   4.535529e-02
## 739        0.006      0.994 2.793657e-03 0.9972063431   1.577175e-03
## 740        0.022      0.978 2.122853e-02 0.9787714652   3.339688e-01
## 741        0.036      0.964 7.737196e-03 0.9922628040   8.291557e-02
## 742        0.082      0.918 6.583565e-03 0.9934164352   7.257572e-02
## 743        0.004      0.996 2.872473e-03 0.9971275275   8.882956e-04
## 744        0.010      0.990 1.677447e-02 0.9832255294   3.752399e-03
## 745        0.044      0.956 1.010981e-02 0.9898901859   1.363424e-02
## 746        0.014      0.986 1.516959e-01 0.8483041182   6.321042e-02
## 747        0.102      0.898 3.123597e-02 0.9687640291   4.764214e-02
## 748        0.126      0.874 8.750070e-02 0.9124992954   7.203165e-02
## 749        0.008      0.992 1.180761e-02 0.9881923906   2.116835e-01
## 750        0.018      0.982 4.914816e-02 0.9508518422   1.672603e-02
## 751        0.050      0.950 3.746521e-02 0.9625347881   4.780402e-02
## 752        0.130      0.870 1.240094e-01 0.8759906062   3.539694e-01
## 753        0.042      0.958 8.055960e-03 0.9919440404   1.433451e-01
## 754        0.022      0.978 1.397825e-04 0.9998602175   6.930094e-04
## 755        0.164      0.836 2.750363e-02 0.9724963709   1.001766e-01
## 756        0.294      0.706 7.205064e-02 0.9279493593   1.103333e-01
## 757        0.032      0.968 6.186582e-02 0.9381341795   3.044830e-02
## 758        0.008      0.992 2.150495e-01 0.7849504742   1.994962e-02
## 759        0.168      0.832 1.397900e-02 0.9860210009   5.221177e-02
## 760        0.058      0.942 4.446361e-02 0.9555363866   1.401460e-02
## 761        0.022      0.978 3.051552e-01 0.6948448112   4.770464e-01
## 762        0.004      0.996 2.407605e-03 0.9975923949   2.311986e-03
## 763        0.118      0.882 7.315150e-02 0.9268485026   7.450052e-01
## 764        0.128      0.872 5.707273e-01 0.4292726605   6.721476e-01
## 765        0.012      0.988 5.490975e-03 0.9945090252   3.012252e-03
## 766        0.004      0.996 3.614445e-03 0.9963855548   4.260043e-03
## 767        0.016      0.984 2.313115e-03 0.9976868845   7.123169e-02
## 768        0.002      0.998 5.205345e-03 0.9947946551   3.465914e-03
## 769        0.004      0.996 5.069881e-03 0.9949301189   9.434742e-03
## 770        0.012      0.988 8.154972e-02 0.9184502764   2.303368e-01
## 771        0.028      0.972 2.033683e-02 0.9796631659   2.084387e-03
## 772        0.128      0.872 5.537377e-01 0.4462622642   7.553771e-01
## 773        0.064      0.936 3.799716e-01 0.6200283552   4.250533e-01
## 774        0.000      1.000 3.384586e-02 0.9661541360   1.734016e-02
## 775        0.768      0.232 5.856069e-01 0.4143931187   3.072548e-01
## 776        0.006      0.994 1.247421e-02 0.9875257854   1.308905e-01
## 777        0.000      1.000 2.598591e-02 0.9740140942   9.050065e-03
## 778        0.060      0.940 5.802020e-02 0.9419798047   8.647864e-02
## 779        0.034      0.966 5.819965e-04 0.9994180035   5.344172e-03
## 780        0.024      0.976 9.458247e-03 0.9905417528   5.894946e-03
## 781        0.018      0.982 1.324613e-03 0.9986753866   8.001487e-04
## 782        0.000      1.000 2.553472e-02 0.9744652806   2.168667e-02
## 783        0.032      0.968 8.436702e-02 0.9156329841   1.441026e-01
## 784        0.006      0.994 1.335234e-02 0.9866476618   1.095343e-01
## 785        0.084      0.916 1.302803e-01 0.8697197306   8.339684e-02
## 786        0.008      0.992 4.953523e-03 0.9950464769   6.389104e-02
## 787        0.010      0.990 3.361487e-03 0.9966385128   3.441795e-02
## 788        0.002      0.998 4.608328e-02 0.9539167221   4.502424e-02
## 789        0.038      0.962 5.179075e-05 0.9999482093   2.833259e-03
## 790        0.114      0.886 4.404796e-02 0.9559520440   3.483991e-02
## 791        0.066      0.934 2.458597e-02 0.9754140272   2.747282e-02
## 792        0.030      0.970 2.931987e-01 0.7068012785   5.974559e-01
## 793        0.012      0.988 2.374384e-02 0.9762561615   1.987943e-01
## 794        0.528      0.472 1.604468e-01 0.8395532159   2.652827e-01
## 795        0.070      0.930 1.134732e-01 0.8865267551   4.551290e-03
## 796        0.038      0.962 4.088692e-02 0.9591130767   3.573148e-01
## 797        0.030      0.970 4.418446e-03 0.9955815542   1.268640e-03
## 798        0.000      1.000 3.410348e-03 0.9965896521   3.186787e-03
## 799        0.202      0.798 3.542163e-03 0.9964578372   1.550060e-02
## 800        0.020      0.980 1.113403e-03 0.9988865968   6.711800e-02
## 801        0.008      0.992 1.347321e-03 0.9986526788   1.690317e-02
## 802        0.012      0.988 3.818782e-03 0.9961812175   8.393298e-03
## 803        0.016      0.984 3.419024e-02 0.9658097583   6.667750e-02
## 804        0.036      0.964 3.153369e-03 0.9968466311   1.361866e-01
## 805        0.048      0.952 3.538333e-01 0.6461667312   3.088932e-01
## 806        0.004      0.996 6.033677e-02 0.9396632275   6.895007e-03
## 807        0.004      0.996 1.106515e-03 0.9988934852   1.755765e-02
## 808        0.002      0.998 9.308350e-04 0.9990691650   2.403510e-03
## 809        0.076      0.924 1.702644e-02 0.9829735562   1.054797e-02
## 810        0.002      0.998 2.029409e-02 0.9797059120   1.424791e-02
## 811        0.004      0.996 5.637957e-02 0.9436204297   6.111298e-02
## 812        0.002      0.998 7.408494e-03 0.9925915059   1.105798e-02
## 813        0.870      0.130 1.333410e-01 0.8666589859   6.307388e-01
## 814        0.012      0.988 1.628234e-02 0.9837176598   1.935360e-02
## 815        0.004      0.996 4.708896e-04 0.9995291104   2.532135e-03
## 816        0.032      0.968 4.122012e-02 0.9587798761   6.973069e-02
## 817        0.024      0.976 1.727360e-01 0.8272639864   1.864264e-02
## 818        0.038      0.962 3.709474e-02 0.9629052618   2.684387e-02
## 819        0.020      0.980 6.722913e-03 0.9932770871   1.086512e-03
## 820        0.132      0.868 6.430492e-01 0.3569508051   1.937381e-01
## 821        0.036      0.964 1.199257e-02 0.9880074254   6.810229e-04
## 822        0.042      0.958 7.762192e-02 0.9223780801   3.841771e-02
## 823        0.048      0.952 4.238144e-02 0.9576185615   1.604768e-01
## 824        0.100      0.900 7.470097e-02 0.9252990316   2.612947e-01
## 825        0.048      0.952 8.591227e-04 0.9991408773   5.794595e-03
## 826        0.012      0.988 1.443052e-02 0.9855694842   2.780192e-03
## 827        0.090      0.910 1.789725e-01 0.8210274999   9.119501e-02
## 828        0.002      0.998 1.596264e-02 0.9840373648   7.925659e-03
## 829        0.178      0.822 4.556297e-01 0.5443702667   4.710217e-01
## 830        0.010      0.990 6.375685e-02 0.9362431526   1.015538e-01
## 831        0.032      0.968 3.196547e-01 0.6803452696   1.505842e-01
## 832        0.024      0.976 6.085723e-02 0.9391427663   4.542701e-02
## 833        0.000      1.000 4.252395e-02 0.9574760481   7.248368e-03
## 834        0.046      0.954 9.907925e-05 0.9999009208   1.714288e-03
## 835        0.020      0.980 8.919370e-04 0.9991080630   5.045881e-02
## 836        0.882      0.118 9.573808e-01 0.0426191668   7.771782e-01
## 837        0.122      0.878 3.133323e-03 0.9968666772   1.335654e-01
## 838        0.008      0.992 9.348293e-04 0.9990651707   1.505754e-02
## 839        0.034      0.966 3.233039e-02 0.9676696087   2.880189e-01
## 840        0.016      0.984 2.172359e-02 0.9782764083   3.924984e-03
## 841        0.004      0.996 2.193495e-03 0.9978065047   2.007262e-02
## 842        0.000      1.000 3.478235e-03 0.9965217652   4.624037e-03
## 843        0.014      0.986 1.138311e-01 0.8861688750   1.389964e-01
## 844        0.004      0.996 1.751402e-02 0.9824859824   6.159019e-03
## 845        0.038      0.962 2.086362e-02 0.9791363798   8.263005e-02
## 846        0.000      1.000 2.526080e-02 0.9747392049   1.777583e-02
## 847        0.020      0.980 2.316836e-04 0.9997683164   1.282055e-02
## 848        0.006      0.994 6.980460e-03 0.9930195400   1.454138e-02
## 849        0.012      0.988 2.154135e-01 0.7845865374   1.092434e-01
## 850        0.020      0.980 9.035293e-04 0.9990964707   3.905228e-02
## 851        0.014      0.986 2.675063e-03 0.9973249368   3.372834e-02
## 852        0.036      0.964 1.974019e-02 0.9802598105   8.419811e-02
## 853        0.004      0.996 2.912699e-02 0.9708730104   2.877467e-02
## 854        0.254      0.746 1.303409e-01 0.8696590972   1.584458e-01
## 855        0.020      0.980 1.762359e-02 0.9823764066   9.525462e-04
## 856        0.012      0.988 1.340302e-02 0.9865969844   4.884936e-02
## 857        0.006      0.994 3.437362e-03 0.9965626377   1.909511e-02
## 858        0.012      0.988 5.154217e-04 0.9994845783   9.852682e-04
## 859        0.014      0.986 4.458899e-02 0.9554110090   6.369328e-02
## 860        0.030      0.970 4.770333e-03 0.9952296667   5.423434e-03
## 861        0.050      0.950 1.297893e-03 0.9987021073   6.423471e-04
## 862        0.004      0.996 2.653737e-05 0.9999734626   1.258904e-03
## 863        0.016      0.984 1.105688e-03 0.9988943117   2.586682e-02
## 864        0.002      0.998 3.320568e-04 0.9996679432   3.058584e-03
## 865        0.128      0.872 1.705982e-02 0.9829401797   6.388407e-03
## 866        0.048      0.952 9.297715e-04 0.9990702285   3.142149e-04
## 867        0.000      1.000 5.575144e-04 0.9994424856   6.756057e-03
## 868        0.116      0.884 8.301137e-01 0.1698862800   5.733610e-01
## 869        0.076      0.924 1.848576e-01 0.8151424364   1.670314e-01
## 870        0.006      0.994 2.144398e-02 0.9785560167   3.090255e-02
## 871        0.104      0.896 1.984556e-01 0.8015443794   1.105754e-01
## 872        0.034      0.966 7.278484e-04 0.9992721516   4.217629e-01
## 873        0.002      0.998 2.174484e-04 0.9997825516   2.210893e-04
## 874        0.030      0.970 1.315557e-02 0.9868444300   1.582066e-01
## 875        0.006      0.994 4.214036e-04 0.9995785964   1.911301e-04
## 876        0.010      0.990 1.606787e-01 0.8393213318   2.207543e-01
## 877        0.000      1.000 7.541288e-04 0.9992458712   1.371096e-03
## 878        0.016      0.984 2.376016e-02 0.9762398443   7.677143e-02
## 879        0.112      0.888 1.456626e-01 0.8543373797   2.519899e-01
## 880        0.012      0.988 2.056357e-04 0.9997943643   1.897256e-03
## 881        0.002      0.998 4.236935e-05 0.9999576306   2.800002e-04
## 882        0.020      0.980 3.658960e-01 0.6341039555   1.117944e-01
## 883        0.000      1.000 2.047322e-03 0.9979526778   8.502928e-03
## 884        0.828      0.172 3.953664e-01 0.6046336321   7.120711e-01
## 885        0.064      0.936 1.564368e-01 0.8435631705   8.425040e-02
## 886        0.010      0.990 1.609844e-01 0.8390155622   1.827389e-03
## 887        0.024      0.976 2.140579e-02 0.9785942120   2.772888e-03
## 888        0.002      0.998 3.411738e-03 0.9965882620   4.853763e-03
## 889        0.002      0.998 1.145854e-02 0.9885414645   1.942957e-03
## 890        0.000      1.000 3.450935e-03 0.9965490653   7.511216e-03
## 891        0.006      0.994 3.119107e-01 0.6880893330   3.819399e-01
## 892        0.082      0.918 1.007316e-01 0.8992684268   1.340794e-01
## 893        0.004      0.996 2.602128e-02 0.9739787171   9.765563e-02
## 894        0.034      0.966 2.551161e-02 0.9744883888   5.409537e-02
## 895        0.012      0.988 7.193178e-05 0.9999280682   1.776720e-03
## 896        0.000      1.000 5.314299e-03 0.9946857009   1.480178e-02
## 897        0.168      0.832 6.841481e-01 0.3158518735   1.052290e-01
## 898        0.054      0.946 9.823436e-02 0.9017656356   1.128528e-01
## 899        0.006      0.994 2.000794e-02 0.9799920611   3.632379e-02
## 900        0.280      0.720 1.301116e-01 0.8698883943   6.575951e-02
## 901        0.042      0.958 9.108341e-02 0.9089165895   8.794829e-02
## 902        0.738      0.262 7.274125e-01 0.2725875191   3.497589e-01
## 903        0.004      0.996 1.212151e-02 0.9878784925   5.107659e-03
## 904        0.006      0.994 2.106072e-02 0.9789392766   2.050784e-02
## 905        0.440      0.560 1.629535e-01 0.8370465171   4.393848e-01
## 906        0.008      0.992 2.109882e-03 0.9978901184   6.835306e-03
## 907        0.002      0.998 1.916407e-02 0.9808359300   9.645907e-03
## 908        0.004      0.996 6.654110e-02 0.9334588969   5.844326e-02
## 909        0.198      0.802 2.104187e-02 0.9789581260   8.952440e-02
## 910        0.012      0.988 6.249619e-02 0.9375038053   7.747607e-02
## 911        0.016      0.984 5.944654e-02 0.9405534566   2.910045e-03
## 912        0.004      0.996 9.657221e-04 0.9990342779   3.170155e-03
## 913        0.450      0.550 1.342925e-01 0.8657074515   2.761274e-01
## 914        0.014      0.986 2.202911e-03 0.9977970885   3.419374e-03
## 915        0.002      0.998 9.145929e-03 0.9908540712   4.307341e-03
## 916        0.272      0.728 3.382847e-01 0.6617153278   4.622831e-01
## 917        0.014      0.986 2.752418e-03 0.9972475823   1.288384e-02
## 918        0.002      0.998 7.020539e-02 0.9297946136   4.564556e-02
## 919        0.002      0.998 7.173319e-04 0.9992826681   2.580012e-04
## 920        0.022      0.978 1.999707e-02 0.9800029328   4.718787e-03
## 921        0.030      0.970 8.518926e-03 0.9914810739   4.161403e-02
## 922        0.004      0.996 3.581525e-04 0.9996418475   4.487224e-03
## 923        0.588      0.412 5.543826e-01 0.4456174395   9.313992e-01
## 924        0.004      0.996 2.236454e-02 0.9776354623   7.177049e-02
## 925        0.112      0.888 2.050687e-01 0.7949312623   5.914590e-01
## 926        0.034      0.966 3.141362e-03 0.9968586382   2.324148e-02
## 927        0.000      1.000 1.269107e-02 0.9873089322   5.573170e-03
## 928        0.034      0.966 3.207002e-02 0.9679299773   1.350684e-01
## 929        0.022      0.978 3.677667e-02 0.9632233317   3.507608e-02
## 930        0.002      0.998 1.781551e-03 0.9982184495   1.019597e-03
## 931        0.002      0.998 1.261578e-02 0.9873842229   6.464897e-03
## 932        0.004      0.996 4.036392e-05 0.9999596361   5.725492e-04
## 933        0.002      0.998 4.312152e-02 0.9568784834   1.810318e-02
## 934        0.048      0.952 3.024426e-03 0.9969755735   3.057105e-02
## 935        0.026      0.974 1.626704e-01 0.8373295797   8.630113e-02
## 936        0.000      1.000 8.316688e-02 0.9168331196   2.459346e-02
## 937        0.012      0.988 2.703456e-02 0.9729654378   2.227584e-02
## 938        0.006      0.994 3.380219e-02 0.9661978090   5.946697e-02
## 939        0.078      0.922 3.536821e-01 0.6463178926   2.789509e-01
## 940        0.268      0.732 1.699650e-01 0.8300350280   3.524684e-01
## 941        0.002      0.998 6.570462e-02 0.9342953752   2.156062e-01
## 942        0.038      0.962 2.422757e-02 0.9757724341   8.190201e-02
## 943        0.004      0.996 2.353427e-04 0.9997646573   1.572547e-03
## 944        0.000      1.000 6.475229e-03 0.9935247712   4.103522e-03
## 945        0.010      0.990 2.897070e-03 0.9971029297   6.898365e-03
## 946        0.028      0.972 3.552368e-04 0.9996447632   3.393473e-03
## 947        0.014      0.986 4.361367e-02 0.9563863258   1.809188e-01
## 948        0.026      0.974 1.373047e-03 0.9986269534   4.490908e-03
## 949        0.102      0.898 7.656422e-02 0.9234357788   3.169506e-01
## 950        0.006      0.994 8.402875e-03 0.9915971254   8.359970e-03
## 951        0.030      0.970 5.795284e-03 0.9942047165   6.042071e-03
## 952        0.052      0.948 2.372461e-02 0.9762753859   9.070013e-04
## 953        0.000      1.000 5.725332e-03 0.9942746679   2.038892e-03
## 954        0.034      0.966 2.533563e-01 0.7466436976   2.751560e-01
## 955        0.020      0.980 4.628590e-03 0.9953714096   1.479276e-02
## 956        0.018      0.982 1.467187e-02 0.9853281289   4.407915e-02
## 957        0.896      0.104 4.350554e-01 0.5649446016   5.316010e-01
## 958        0.026      0.974 3.459194e-02 0.9654080593   5.612722e-03
## 959        0.098      0.902 6.421825e-02 0.9357817545   4.555006e-03
## 960        0.022      0.978 1.734451e-02 0.9826554945   9.327592e-04
## 961        0.006      0.994 2.069620e-02 0.9793038036   4.736017e-02
## 962        0.022      0.978 1.519183e-03 0.9984808174   4.398424e-03
## 963        0.002      0.998 6.070029e-03 0.9939299708   6.332624e-03
## 964        0.014      0.986 8.297893e-03 0.9917021072   4.020828e-02
## 965        0.056      0.944 1.442489e-01 0.8557511147   3.730440e-01
## 966        0.006      0.994 4.167735e-01 0.5832264555   1.975552e-01
## 967        0.008      0.992 2.477483e-02 0.9752251695   8.543575e-03
## 968        0.022      0.978 4.685633e-02 0.9531436740   9.509087e-02
## 969        0.040      0.960 1.187399e-02 0.9881260078   5.416754e-02
## 970        0.004      0.996 5.646990e-03 0.9943530100   9.387739e-03
## 971        0.000      1.000 3.326816e-03 0.9966731845   6.283560e-03
## 972        0.010      0.990 1.410283e-02 0.9858971734   6.482221e-04
## 973        0.012      0.988 1.003846e-02 0.9899615440   4.259294e-03
## 974        0.000      1.000 1.443256e-02 0.9855674388   4.364552e-03
## 975        0.004      0.996 2.560291e-03 0.9974397093   1.389227e-03
## 976        0.006      0.994 1.926501e-02 0.9807349906   5.015896e-03
## 977        0.118      0.882 2.464097e-02 0.9753590307   2.544912e-02
## 978        0.004      0.996 4.207460e-03 0.9957925397   8.536546e-03
## 979        0.004      0.996 2.431357e-02 0.9756864273   1.883485e-02
## 980        0.012      0.988 5.960405e-01 0.4039594523   2.446477e-01
## 981        0.886      0.114 7.127547e-01 0.2872453158   7.650205e-01
## 982        0.950      0.050 9.519667e-01 0.0480333376   8.314686e-01
## 983        0.004      0.996 1.151598e-01 0.8848401707   4.064324e-02
## 984        0.062      0.938 5.213534e-02 0.9478646569   1.121057e-03
## 985        0.000      1.000 3.031734e-02 0.9696826611   1.209446e-03
## 986        0.002      0.998 4.041634e-03 0.9959583658   8.337080e-03
## 987        0.036      0.964 1.247715e-01 0.8752284606   1.028038e-01
## 988        0.018      0.982 6.746067e-03 0.9932539327   9.213560e-03
## 989        0.000      1.000 2.866758e-02 0.9713324216   1.557185e-02
## 990        0.008      0.992 5.766680e-04 0.9994233320   8.669440e-03
## 991        0.056      0.944 1.639393e-03 0.9983606071   2.421318e-03
## 992        0.006      0.994 9.052123e-02 0.9094787662   7.512390e-03
## 993        0.972      0.028 9.399738e-01 0.0600262258   8.733399e-01
## 994        0.012      0.988 2.348918e-02 0.9765108161   1.126751e-02
## 995        0.024      0.976 1.456484e-02 0.9854351552   4.714199e-02
## 996        0.034      0.966 1.155538e-02 0.9884446232   1.238973e-02
## 997        0.002      0.998 1.215831e-03 0.9987841686   3.592096e-02
## 998        0.004      0.996 1.439897e-01 0.8560102629   1.209397e-01
## 999        0.100      0.900 5.812624e-02 0.9418737624   1.252259e-01
## 1000       0.028      0.972 2.890748e-01 0.7109251861   3.145635e-01
## 1001       0.966      0.034 9.920572e-01 0.0079428335   9.644112e-01
## 1002       0.000      1.000 3.146419e-02 0.9685358134   5.804908e-03
## 1003       0.004      0.996 9.475876e-04 0.9990524124   2.171012e-03
## 1004       0.816      0.184 5.881910e-01 0.4118090069   1.163158e-01
## 1005       0.006      0.994 7.521744e-03 0.9924782555   3.214502e-03
## 1006       0.022      0.978 2.738457e-01 0.7261542776   4.797900e-01
## 1007       0.000      1.000 5.259185e-03 0.9947408145   1.213519e-02
## 1008       0.042      0.958 5.306893e-02 0.9469310734   5.006343e-02
## 1009       0.002      0.998 2.368263e-02 0.9763173711   4.669748e-02
## 1010       0.000      1.000 2.652443e-03 0.9973475565   1.609675e-03
## 1011       0.000      1.000 1.254235e-04 0.9998745765   9.559461e-05
## 1012       0.036      0.964 1.666701e-01 0.8333298889   1.631194e-01
## 1013       0.046      0.954 1.978852e-01 0.8021148163   1.773684e-01
## 1014       0.096      0.904 6.821133e-03 0.9931788675   4.986470e-02
## 1015       0.164      0.836 1.470576e-01 0.8529423851   3.934344e-01
## 1016       0.784      0.216 1.177181e-01 0.8822819386   3.158664e-01
## 1017       0.024      0.976 5.295902e-02 0.9470409766   1.567396e-02
## 1018       0.004      0.996 4.483494e-04 0.9995516506   1.270680e-03
## 1019       0.004      0.996 1.458089e-02 0.9854191089   4.899874e-03
## 1020       0.024      0.976 4.450952e-01 0.5549047940   2.189779e-01
## 1021       0.000      1.000 3.493540e-03 0.9965064596   4.203488e-03
## 1022       0.004      0.996 2.126344e-02 0.9787365574   1.129643e-02
## 1023       0.014      0.986 6.689362e-03 0.9933106381   2.605548e-02
## 1024       0.024      0.976 7.748255e-03 0.9922517446   1.059733e-03
## 1025       0.012      0.988 5.852017e-02 0.9414798264   2.278381e-01
## 1026       0.000      1.000 5.577401e-03 0.9944225990   1.435680e-02
## 1027       0.044      0.956 4.097645e-02 0.9590235526   1.299214e-01
## 1028       0.896      0.104 8.636444e-01 0.1363556330   6.089508e-01
## 1029       0.000      1.000 2.811153e-03 0.9971888467   1.822316e-03
## 1030       0.018      0.982 1.195564e-01 0.8804436346   7.449731e-02
## 1031       0.010      0.990 3.194685e-02 0.9680531539   1.079963e-02
## 1032       0.004      0.996 7.844084e-03 0.9921559162   8.332376e-03
## 1033       0.026      0.974 3.922387e-01 0.6077612573   3.521491e-01
## 1034       0.012      0.988 8.004828e-03 0.9919951722   2.227325e-02
## 1035       0.000      1.000 1.352539e-02 0.9864746111   8.533871e-03
## 1036       0.158      0.842 3.254873e-01 0.6745127252   2.085150e-01
## 1037       0.008      0.992 2.577602e-01 0.7422398309   9.984493e-02
## 1038       0.014      0.986 1.030623e-02 0.9896937733   3.632319e-02
## 1039       0.118      0.882 2.689678e-02 0.9731032201   1.548598e-01
## 1040       0.008      0.992 5.567856e-02 0.9443214352   6.468380e-02
## 1041       0.002      0.998 4.008272e-02 0.9599172773   4.941787e-02
## 1042       0.210      0.790 3.461227e-01 0.6538773065   9.337448e-02
## 1043       0.012      0.988 1.124652e-03 0.9988753482   1.927491e-03
## 1044       0.008      0.992 1.608073e-01 0.8391927336   8.684373e-02
## 1045       0.010      0.990 2.023656e-01 0.7976343825   1.404308e-01
## 1046       0.952      0.048 9.617619e-01 0.0382381117   9.443477e-01
## 1047       0.838      0.162 6.550346e-01 0.3449653833   7.039830e-01
## 1048       0.122      0.878 6.894415e-01 0.3105585489   6.952940e-01
## 1049       0.000      1.000 5.534948e-03 0.9944650522   5.316422e-03
## 1050       0.008      0.992 6.102202e-03 0.9938977977   3.121422e-03
## 1051       0.020      0.980 8.028539e-03 0.9919714614   1.604222e-02
## 1052       0.002      0.998 1.164742e-02 0.9883525799   2.810094e-03
## 1053       0.020      0.980 4.134622e-02 0.9586537816   4.871987e-03
## 1054       0.016      0.984 7.939462e-03 0.9920605378   1.271517e-02
## 1055       0.004      0.996 7.484578e-03 0.9925154223   1.329890e-02
## 1056       0.030      0.970 7.687042e-02 0.9231295832   1.340340e-02
## 1057       0.700      0.300 1.157395e-01 0.8842604798   7.003127e-02
## 1058       0.000      1.000 4.089232e-03 0.9959107680   3.529499e-03
## 1059       0.000      1.000 3.268624e-03 0.9967313763   2.021865e-03
## 1060       0.002      0.998 6.852733e-03 0.9931472665   1.881319e-02
## 1061       0.012      0.988 2.823695e-02 0.9717630475   4.395011e-03
## 1062       0.014      0.986 4.421545e-01 0.5578454726   1.044236e-01
## 1063       0.000      1.000 8.176549e-04 0.9991823451   2.038363e-02
## 1064       0.058      0.942 3.253822e-02 0.9674617795   8.126674e-02
## 1065       0.000      1.000 1.215002e-02 0.9878499839   2.771222e-02
## 1066       0.048      0.952 9.940038e-03 0.9900599616   2.256498e-01
## 1067       0.476      0.524 3.160832e-01 0.6839168389   3.958264e-01
## 1068       0.006      0.994 4.858678e-02 0.9514132241   5.311244e-02
## 1069       0.002      0.998 8.971456e-05 0.9999102854   2.240736e-03
## 1070       0.004      0.996 2.415114e-02 0.9758488611   4.588699e-02
## 1071       0.000      1.000 1.489635e-02 0.9851036523   1.963201e-02
## 1072       0.000      1.000 1.170252e-02 0.9882974787   2.024918e-02
## 1073       0.024      0.976 4.077764e-04 0.9995922236   2.077520e-02
## 1074       0.000      1.000 1.511116e-01 0.8488883500   2.324874e-01
## 1075       0.004      0.996 1.808693e-03 0.9981913071   8.182535e-03
## 1076       0.016      0.984 9.977343e-02 0.9002265682   9.103352e-02
## 1077       0.274      0.726 2.672285e-02 0.9732771533   3.055166e-02
## 1078       0.970      0.030 4.884993e-01 0.5115006939   3.630811e-01
## 1079       0.678      0.322 6.925151e-01 0.3074848844   2.709716e-01
## 1080       0.046      0.954 2.419368e-02 0.9758063229   2.273725e-01
## 1081       0.004      0.996 3.464027e-03 0.9965359725   1.909154e-03
## 1082       0.918      0.082 9.948223e-01 0.0051777201   7.858783e-01
## 1083       0.256      0.744 1.043347e-01 0.8956653132   2.146682e-01
## 1084       0.004      0.996 1.847522e-03 0.9981524779   9.104569e-03
## 1085       0.000      1.000 5.337373e-03 0.9946626268   1.298598e-02
## 1086       0.076      0.924 9.916140e-04 0.9990083860   2.532335e-02
## 1087       0.000      1.000 5.734119e-03 0.9942658813   5.647682e-03
## 1088       0.044      0.956 6.675854e-03 0.9933241457   1.005187e-02
## 1089       0.024      0.976 1.331286e-02 0.9866871357   1.148259e-02
## 1090       0.000      1.000 3.035498e-03 0.9969645023   9.210337e-02
## 1091       0.008      0.992 1.060044e-02 0.9893995589   1.177877e-03
## 1092       0.000      1.000 3.155998e-02 0.9684400203   2.125034e-02
## 1093       0.020      0.980 4.295675e-03 0.9957043255   9.436219e-03
## 1094       0.004      0.996 7.761278e-02 0.9223872163   7.805233e-03
## 1095       0.192      0.808 6.286034e-02 0.9371396624   1.257985e-01
## 1096       0.002      0.998 9.530480e-02 0.9046952046   4.508169e-02
## 1097       0.946      0.054 9.126303e-01 0.0873697190   8.012964e-01
## 1098       0.000      1.000 3.342530e-02 0.9665746975   9.589465e-02
## 1099       0.830      0.170 2.585351e-01 0.7414648936   2.013404e-01
## 1100       0.002      0.998 4.725182e-03 0.9952748181   8.807479e-04
## 1101       0.014      0.986 2.179423e-03 0.9978205775   1.922959e-03
## 1102       0.018      0.982 2.634238e-02 0.9736576152   3.221129e-02
## 1103       0.004      0.996 6.614741e-02 0.9338525884   1.879523e-02
## 1104       0.026      0.974 5.709830e-03 0.9942901704   5.900964e-03
## 1105       0.014      0.986 5.360490e-03 0.9946395098   1.453793e-02
## 1106       0.004      0.996 8.139966e-02 0.9186003416   2.618219e-01
## 1107       0.004      0.996 3.572219e-02 0.9642778079   6.544428e-03
## 1108       0.984      0.016 9.930696e-01 0.0069304495   9.659497e-01
## 1109       0.002      0.998 2.047103e-02 0.9795289675   1.791998e-02
## 1110       0.688      0.312 4.048456e-01 0.5951543620   6.435857e-01
## 1111       0.028      0.972 6.089903e-02 0.9391009672   4.760620e-02
## 1112       0.000      1.000 1.113407e-03 0.9988865926   4.392452e-03
## 1113       0.940      0.060 8.491432e-01 0.1508567812   6.032953e-01
## 1114       0.012      0.988 8.075191e-02 0.9192480932   4.959850e-02
## 1115       0.010      0.990 5.221003e-02 0.9477899708   1.703464e-03
## 1116       0.006      0.994 2.637317e-02 0.9736268290   2.186211e-03
## 1117       0.994      0.006 9.996736e-01 0.0003264175   9.914518e-01
## 1118       0.246      0.754 1.246593e-01 0.8753407241   1.677310e-01
## 1119       0.004      0.996 4.262256e-03 0.9957377439   4.059325e-02
## 1120       0.026      0.974 1.828354e-03 0.9981716461   1.231647e-02
## 1121       0.000      1.000 1.935320e-02 0.9806467953   1.304980e-02
## 1122       0.004      0.996 1.460734e-02 0.9853926589   3.553367e-02
## 1123       0.006      0.994 7.826493e-02 0.9217350707   2.117605e-01
## 1124       0.016      0.984 5.478116e-03 0.9945218844   3.924790e-02
## 1125       0.024      0.976 9.126735e-02 0.9087326506   3.260829e-02
## 1126       0.000      1.000 5.717249e-03 0.9942827507   4.521625e-03
## 1127       0.010      0.990 3.814411e-03 0.9961855892   1.760125e-03
## 1128       0.024      0.976 1.778781e-03 0.9982212189   7.910514e-03
## 1129       0.734      0.266 8.878561e-01 0.1121438892   3.273237e-01
## 1130       0.016      0.984 9.308016e-04 0.9990691984   1.230366e-02
## 1131       0.664      0.336 4.717539e-01 0.5282460717   7.611840e-01
## 1132       0.002      0.998 1.213629e-01 0.8786370760   4.097579e-02
## 1133       0.016      0.984 2.481703e-01 0.7518297404   3.886220e-02
## 1134       0.018      0.982 1.216321e-02 0.9878367949   9.746522e-03
## 1135       0.000      1.000 9.337452e-03 0.9906625484   2.294179e-02
## 1136       0.982      0.018 9.237310e-01 0.0762690205   7.312889e-01
## 1137       0.058      0.942 1.993406e-02 0.9800659392   2.565563e-03
## 1138       0.014      0.986 2.794285e-02 0.9720571528   3.725759e-02
## 1139       0.134      0.866 6.144751e-01 0.3855249295   2.510560e-01
## 1140       0.948      0.052 9.828225e-01 0.0171774796   8.582053e-01
## 1141       0.000      1.000 9.539708e-03 0.9904602916   1.069128e-02
## 1142       0.080      0.920 6.296931e-02 0.9370306881   4.263635e-02
## 1143       0.000      1.000 3.093192e-03 0.9969068078   9.741666e-03
## 1144       0.020      0.980 1.023632e-01 0.8976368210   2.366315e-02
## 1145       0.002      0.998 4.460994e-02 0.9553900553   2.778129e-02
## 1146       0.000      1.000 1.919963e-04 0.9998080037   6.816441e-04
## 1147       0.846      0.154 9.032255e-01 0.0967745220   8.483276e-01
## 1148       0.002      0.998 5.995569e-03 0.9940044313   1.925472e-03
## 1149       0.000      1.000 3.942586e-02 0.9605741430   6.036878e-02
## 1150       0.182      0.818 2.009877e-01 0.7990122697   5.607790e-02
## 1151       0.012      0.988 2.500678e-03 0.9974993219   1.123968e-03
## 1152       0.012      0.988 5.446408e-02 0.9455359178   3.914714e-02
## 1153       0.000      1.000 3.298397e-02 0.9670160331   2.922929e-02
## 1154       0.028      0.972 1.179961e-02 0.9882003882   7.168399e-03
## 1155       0.006      0.994 5.546613e-03 0.9944533874   1.060449e-01
## 1156       0.064      0.936 1.731892e-01 0.8268107908   3.745213e-02
## 1157       0.102      0.898 1.572409e-02 0.9842759057   4.097853e-02
## 1158       0.046      0.954 5.929307e-02 0.9407069313   7.521311e-02
## 1159       0.026      0.974 5.775886e-02 0.9422411375   2.576750e-02
## 1160       0.000      1.000 1.431757e-03 0.9985682432   1.246703e-03
## 1161       0.002      0.998 1.118441e-02 0.9888155934   1.174548e-03
## 1162       0.012      0.988 4.068382e-02 0.9593161807   3.368567e-02
## 1163       0.028      0.972 1.471481e-03 0.9985285194   2.687000e-03
## 1164       0.014      0.986 2.129855e-01 0.7870144544   3.863009e-01
## 1165       0.000      1.000 5.279682e-03 0.9947203183   6.228362e-03
## 1166       0.042      0.958 5.048609e-02 0.9495139110   1.205059e-01
## 1167       0.960      0.040 8.995254e-01 0.1004745752   7.369633e-01
## 1168       0.000      1.000 1.797601e-02 0.9820239918   2.266231e-02
## 1169       0.030      0.970 6.325194e-03 0.9936748061   2.006846e-02
## 1170       0.002      0.998 5.599164e-03 0.9944008355   6.331114e-03
## 1171       0.032      0.968 5.531043e-03 0.9944689573   1.660897e-02
## 1172       0.928      0.072 9.874872e-01 0.0125128240   9.547238e-01
## 1173       0.002      0.998 5.876213e-03 0.9941237871   7.228573e-02
## 1174       0.000      1.000 8.637826e-02 0.9136217430   2.140261e-02
## 1175       0.102      0.898 2.974828e-03 0.9970251716   1.024177e-02
## 1176       0.000      1.000 4.825133e-03 0.9951748671   6.968681e-03
## 1177       0.946      0.054 9.351203e-01 0.0648797395   8.157541e-01
## 1178       0.000      1.000 3.358712e-02 0.9664128796   6.616084e-02
## 1179       0.000      1.000 2.337441e-02 0.9766255947   2.868933e-03
## 1180       0.000      1.000 8.341529e-03 0.9916584707   1.723878e-02
## 1181       0.002      0.998 1.101734e-02 0.9889826633   4.522562e-02
## 1182       0.012      0.988 1.094247e-02 0.9890575282   1.275306e-01
## 1183       0.018      0.982 2.171657e-02 0.9782834318   1.365244e-01
## 1184       0.000      1.000 6.263013e-04 0.9993736987   8.196383e-03
## 1185       0.002      0.998 1.299324e-01 0.8700676111   9.481091e-02
## 1186       0.014      0.986 2.098955e-02 0.9790104467   1.775582e-02
## 1187       0.312      0.688 2.454197e-02 0.9754580266   8.724354e-02
## 1188       0.002      0.998 1.317095e-02 0.9868290548   3.872304e-02
## 1189       0.944      0.056 6.247901e-01 0.3752099477   7.490650e-02
## 1190       0.022      0.978 1.014433e-02 0.9898556676   4.282869e-02
## 1191       0.026      0.974 7.968136e-03 0.9920318644   9.013211e-03
## 1192       0.000      1.000 1.326078e-02 0.9867392162   9.391814e-03
## 1193       0.944      0.056 9.859910e-01 0.0140089989   8.858165e-01
## 1194       0.018      0.982 5.220541e-04 0.9994779459   8.718659e-04
## 1195       0.000      1.000 2.032985e-02 0.9796701469   4.628334e-02
## 1196       0.004      0.996 2.396194e-02 0.9760380565   2.030672e-01
## 1197       0.024      0.976 1.164232e-02 0.9883576782   8.896716e-03
## 1198       0.006      0.994 5.795831e-03 0.9942041690   7.102946e-03
## 1199       0.140      0.860 4.302937e-02 0.9569706278   9.663669e-02
## 1200       0.890      0.110 4.222729e-01 0.5777271213   3.551274e-01
## 1201       0.000      1.000 6.718210e-02 0.9328178971   1.556793e-02
## 1202       0.934      0.066 9.902107e-01 0.0097893072   9.789770e-01
## 1203       0.002      0.998 1.547548e-02 0.9845245173   4.391464e-02
## 1204       0.160      0.840 3.429019e-01 0.6570981025   2.915440e-01
## 1205       0.000      1.000 1.766665e-03 0.9982333346   3.420530e-03
## 1206       0.000      1.000 8.020791e-03 0.9919792090   3.630963e-02
## 1207       0.000      1.000 1.739815e-02 0.9826018500   7.643542e-03
## 1208       0.488      0.512 5.700859e-01 0.4299141095   6.375699e-01
## 1209       0.072      0.928 2.309542e-02 0.9769045813   5.531647e-02
## 1210       0.014      0.986 1.531590e-01 0.8468410066   1.617220e-01
## 1211       0.940      0.060 9.963541e-01 0.0036459105   9.750371e-01
## 1212       0.000      1.000 2.535755e-02 0.9746424511   3.475790e-02
## 1213       0.000      1.000 5.821110e-04 0.9994178890   1.058786e-03
## 1214       0.018      0.982 4.124706e-03 0.9958752944   5.533138e-03
## 1215       0.002      0.998 1.438069e-04 0.9998561931   2.671245e-04
## 1216       0.322      0.678 7.601032e-01 0.2398967782   8.124731e-01
## 1217       0.000      1.000 2.604096e-03 0.9973959038   6.496610e-03
## 1218       0.002      0.998 5.155802e-03 0.9948441980   5.224592e-03
## 1219       0.000      1.000 1.290612e-03 0.9987093877   3.898864e-03
## 1220       0.122      0.878 1.858325e-02 0.9814167524   2.693829e-02
## 1221       0.002      0.998 1.138708e-02 0.9886129225   6.224666e-03
## 1222       0.018      0.982 4.012426e-03 0.9959875744   1.668567e-02
## 1223       0.010      0.990 1.864859e-02 0.9813514083   3.417998e-02
## 1224       0.000      1.000 1.164825e-02 0.9883517479   4.693056e-03
## 1225       0.002      0.998 8.759161e-04 0.9991240839   1.097876e-03
## 1226       0.000      1.000 2.703553e-03 0.9972964467   8.970350e-03
## 1227       0.000      1.000 5.173774e-03 0.9948262256   5.716717e-03
## 1228       0.004      0.996 2.811609e-02 0.9718839132   4.138668e-03
## 1229       0.002      0.998 9.383754e-04 0.9990616246   8.157660e-04
## 1230       0.902      0.098 9.680707e-01 0.0319292644   9.003698e-01
## 1231       0.042      0.958 1.725478e-02 0.9827452228   1.269090e-02
## 1232       0.016      0.984 1.187280e-03 0.9988127198   8.706419e-03
## 1233       0.006      0.994 1.801530e-02 0.9819847025   5.311548e-03
## 1234       0.002      0.998 7.156965e-03 0.9928430353   1.920219e-02
## 1235       0.010      0.990 2.158734e-03 0.9978412661   1.219521e-03
## 1236       0.852      0.148 6.712603e-01 0.3287397308   2.164110e-01
## 1237       0.090      0.910 1.476759e-01 0.8523241119   1.528880e-02
## 1238       0.108      0.892 1.923203e-02 0.9807679744   4.079759e-02
## 1239       0.126      0.874 1.499132e-02 0.9850086834   1.196989e-01
## 1240       0.876      0.124 8.629419e-01 0.1370580568   8.094480e-01
## 1241       0.884      0.116 7.491289e-01 0.2508711100   4.578697e-01
## 1242       0.988      0.012 5.865189e-01 0.4134810668   5.316396e-01
## 1243       0.888      0.112 9.404360e-01 0.0595639905   8.486098e-01
## 1244       0.000      1.000 1.458844e-02 0.9854115551   7.538337e-03
## 1245       0.834      0.166 9.762695e-01 0.0237305244   9.181627e-01
## 1246       0.004      0.996 1.343191e-02 0.9865680946   1.419541e-03
## 1247       0.862      0.138 3.605459e-01 0.6394540749   6.421100e-01
## 1248       0.002      0.998 3.763187e-03 0.9962368132   3.754968e-03
## 1249       0.000      1.000 2.306464e-02 0.9769353639   7.808093e-04
## 1250       0.000      1.000 1.269353e-03 0.9987306470   4.761444e-03
## 1251       0.000      1.000 1.548392e-02 0.9845160812   4.914397e-03
## 1252       0.002      0.998 1.227079e-02 0.9877292057   2.281870e-02
## 1253       0.000      1.000 1.488319e-03 0.9985116808   1.736027e-03
## 1254       0.116      0.884 4.131137e-02 0.9586886345   1.565528e-02
## 1255       0.004      0.996 2.865382e-02 0.9713461794   2.247855e-02
## 1256       0.236      0.764 9.616362e-01 0.0383638019   9.851414e-01
## 1257       0.000      1.000 9.861726e-04 0.9990138274   2.096656e-03
## 1258       0.002      0.998 5.828097e-03 0.9941719027   4.133152e-03
## 1259       0.008      0.992 6.485676e-03 0.9935143241   7.801247e-03
## 1260       0.998      0.002 9.925510e-01 0.0074489548   9.693295e-01
## 1261       0.802      0.198 3.681029e-01 0.6318970754   2.696488e-01
## 1262       0.002      0.998 2.752538e-04 0.9997247462   1.498284e-03
## 1263       0.000      1.000 9.114284e-05 0.9999088572   6.593548e-04
## 1264       0.000      1.000 2.660263e-03 0.9973397367   1.175653e-03
## 1265       0.016      0.984 3.163768e-02 0.9683623209   1.780938e-03
## 1266       0.008      0.992 3.237639e-03 0.9967623614   7.870560e-03
## 1267       0.078      0.922 1.568166e-01 0.8431834219   2.766503e-03
## 1268       0.000      1.000 1.104015e-02 0.9889598547   5.048343e-02
## 1269       0.904      0.096 1.592036e-01 0.8407963609   8.441358e-01
## 1270       0.002      0.998 3.327570e-03 0.9966724300   9.255691e-04
## 1271       0.000      1.000 6.624429e-04 0.9993375571   2.892283e-03
## 1272       0.216      0.784 2.842281e-01 0.7157719237   7.631429e-02
## 1273       0.026      0.974 2.346325e-02 0.9765367494   4.743273e-02
## 1274       0.968      0.032 9.829690e-01 0.0170309696   9.441002e-01
## 1275       0.002      0.998 3.944210e-03 0.9960557898   2.823364e-02
## 1276       0.002      0.998 5.485816e-03 0.9945141842   2.341744e-02
## 1277       0.026      0.974 6.301750e-03 0.9936982496   1.482323e-02
## 1278       0.002      0.998 7.533472e-02 0.9246652760   1.536151e-01
## 1279       0.004      0.996 1.953803e-02 0.9804619745   2.329014e-02
## 1280       0.006      0.994 1.595423e-02 0.9840457655   1.301558e-02
## 1281       0.000      1.000 1.903144e-02 0.9809685635   5.894677e-03
## 1282       0.026      0.974 1.346267e-02 0.9865373334   4.676131e-04
## 1283       0.992      0.008 9.406067e-01 0.0593933203   8.680389e-01
## 1284       0.830      0.170 8.027402e-01 0.1972597661   7.128669e-01
## 1285       0.018      0.982 2.319374e-02 0.9768062645   6.842937e-03
## 1286       0.066      0.934 4.739317e-02 0.9526068325   6.732315e-02
## 1287       0.000      1.000 1.060232e-01 0.8939768497   7.884410e-02
## 1288       0.638      0.362 9.644956e-01 0.0355044251   9.624678e-01
## 1289       0.014      0.986 1.973439e-02 0.9802656099   7.471302e-02
## 1290       0.048      0.952 1.639228e-01 0.8360772171   7.577434e-03
## 1291       0.004      0.996 2.095490e-02 0.9790450972   2.490617e-04
## 1292       0.010      0.990 8.358929e-04 0.9991641071   3.417161e-02
## 1293       0.026      0.974 5.868591e-03 0.9941314085   9.780222e-03
## 1294       0.002      0.998 5.692123e-02 0.9430787688   2.846921e-02
## 1295       0.000      1.000 9.180073e-03 0.9908199271   1.494033e-02
## 1296       0.006      0.994 7.340504e-03 0.9926594957   6.897780e-03
## 1297       0.012      0.988 1.674148e-03 0.9983258519   1.914431e-03
## 1298       0.006      0.994 6.402049e-04 0.9993597951   9.835549e-03
## 1299       0.002      0.998 1.319492e-01 0.8680507835   4.045829e-02
## 1300       0.026      0.974 2.403134e-03 0.9975968661   9.064755e-03
## 1301       0.904      0.096 8.853508e-01 0.1146491810   7.347150e-01
## 1302       0.030      0.970 8.968175e-02 0.9103182509   1.568194e-02
## 1303       0.000      1.000 1.643922e-02 0.9835607771   3.120208e-02
## 1304       0.048      0.952 2.750734e-02 0.9724926617   1.250478e-02
## 1305       0.008      0.992 1.419699e-02 0.9858030119   1.399212e-02
## 1306       0.004      0.996 1.639468e-03 0.9983605316   1.064071e-03
## 1307       0.002      0.998 1.798075e-02 0.9820192542   8.918747e-02
## 1308       0.006      0.994 6.151454e-04 0.9993848546   3.197256e-02
## 1309       0.142      0.858 2.150199e-01 0.7849801292   1.951291e-01
## 1310       0.022      0.978 3.052460e-01 0.6947540278   1.154831e-01
## 1311       0.854      0.146 8.526783e-01 0.1473216771   8.609934e-01
## 1312       0.002      0.998 3.431189e-03 0.9965688111   8.536145e-03
## 1313       0.012      0.988 3.925159e-03 0.9960748410   8.221595e-03
## 1314       0.004      0.996 1.128355e-02 0.9887164505   9.645779e-03
## 1315       0.024      0.976 7.088963e-02 0.9291103741   1.791609e-02
## 1316       0.000      1.000 2.301194e-02 0.9769880640   6.606974e-03
## 1317       0.824      0.176 1.844223e-01 0.8155776527   2.620692e-01
## 1318       0.924      0.076 7.597504e-01 0.2402496444   6.287508e-01
## 1319       0.006      0.994 3.331506e-01 0.6668493516   7.875702e-02
## 1320       0.012      0.988 7.753330e-03 0.9922466695   8.789546e-03
## 1321       0.960      0.040 7.560840e-01 0.2439159529   6.577391e-01
## 1322       0.002      0.998 7.108630e-05 0.9999289137   1.288414e-03
## 1323       0.950      0.050 9.708845e-01 0.0291154820   5.105565e-01
## 1324       0.006      0.994 1.768590e-02 0.9823140975   3.547778e-02
## 1325       0.118      0.882 1.557366e-02 0.9844263396   4.693312e-03
## 1326       0.014      0.986 4.942892e-03 0.9950571081   2.851358e-03
## 1327       0.004      0.996 3.489111e-02 0.9651088948   4.076758e-02
## 1328       0.018      0.982 6.733952e-03 0.9932660476   2.463060e-02
## 1329       0.000      1.000 4.090187e-03 0.9959098129   1.048385e-03
## 1330       0.004      0.996 1.131776e-01 0.8868223526   6.659279e-02
## 1331       0.038      0.962 1.311695e-01 0.8688304540   5.277758e-03
## 1332       0.940      0.060 9.716720e-01 0.0283279846   7.761827e-01
## 1333       0.030      0.970 4.145783e-03 0.9958542167   1.479506e-02
## 1334       0.008      0.992 4.819823e-04 0.9995180177   1.023223e-02
## 1335       0.002      0.998 2.830788e-02 0.9716921158   3.116737e-02
## 1336       0.012      0.988 1.400874e-01 0.8599126018   4.489631e-02
## 1337       0.000      1.000 1.268320e-02 0.9873168016   2.575584e-03
## 1338       0.002      0.998 8.223998e-03 0.9917760020   4.355989e-03
## 1339       0.724      0.276 6.100448e-01 0.3899552254   3.501210e-01
## 1340       0.898      0.102 7.762007e-01 0.2237993162   5.461727e-01
## 1341       0.000      1.000 3.961844e-04 0.9996038156   2.657403e-03
## 1342       0.022      0.978 4.137873e-02 0.9586212663   5.292988e-02
## 1343       0.004      0.996 2.403359e-02 0.9759664096   3.302825e-04
## 1344       0.002      0.998 5.725660e-03 0.9942743403   6.583397e-03
## 1345       0.002      0.998 3.586055e-04 0.9996413945   5.927764e-03
## 1346       0.016      0.984 8.201391e-04 0.9991798609   1.419198e-02
## 1347       0.000      1.000 2.815591e-04 0.9997184409   5.700339e-04
## 1348       0.000      1.000 1.367755e-03 0.9986322450   2.006314e-03
## 1349       0.016      0.984 7.752062e-02 0.9224793827   5.885901e-02
## 1350       0.000      1.000 3.175363e-03 0.9968246374   9.829423e-03
## 1351       0.002      0.998 3.866952e-04 0.9996133048   1.143469e-04
## 1352       0.002      0.998 1.516934e-01 0.8483065717   8.178949e-03
## 1353       0.768      0.232 7.142316e-01 0.2857684190   1.555285e-01
## 1354       0.000      1.000 2.260543e-03 0.9977394575   5.031523e-03
## 1355       0.082      0.918 1.124970e-01 0.8875030010   4.195237e-02
## 1356       0.800      0.200 1.583891e-01 0.8416109112   2.412896e-01
## 1357       0.008      0.992 1.219933e-02 0.9878006670   4.805375e-03
## 1358       0.000      1.000 8.711432e-03 0.9912885679   5.213145e-03
## 1359       0.002      0.998 1.228683e-02 0.9877131690   1.488779e-01
## 1360       0.008      0.992 8.576260e-03 0.9914237404   3.061460e-02
## 1361       0.000      1.000 8.267624e-03 0.9917323764   2.929278e-03
## 1362       0.002      0.998 5.718674e-03 0.9942813258   1.194027e-02
## 1363       0.928      0.072 9.211171e-01 0.0788829365   8.303119e-01
## 1364       0.004      0.996 2.833938e-03 0.9971660621   1.267205e-02
## 1365       0.000      1.000 5.438068e-05 0.9999456193   2.430485e-03
## 1366       0.000      1.000 5.370710e-04 0.9994629290   1.795727e-03
## 1367       0.002      0.998 1.891146e-02 0.9810885420   1.624083e-03
## 1368       0.002      0.998 5.413255e-03 0.9945867448   6.453975e-03
## 1369       0.002      0.998 1.136460e-03 0.9988635399   4.849030e-04
## 1370       0.028      0.972 1.417342e-01 0.8582658044   2.149592e-02
## 1371       0.928      0.072 5.754810e-01 0.4245190135   3.853368e-01
## 1372       0.004      0.996 3.748962e-05 0.9999625104   1.629366e-03
## 1373       0.000      1.000 8.671526e-03 0.9913284738   2.215951e-02
## 1374       0.774      0.226 1.522901e-01 0.8477099106   2.178001e-01
## 1375       0.000      1.000 1.706863e-03 0.9982931373   7.550111e-03
## 1376       0.104      0.896 3.646337e-01 0.6353662538   4.212307e-01
## 1377       0.000      1.000 2.151890e-02 0.9784810967   1.746682e-02
## 1378       0.820      0.180 4.882448e-01 0.5117551646   5.978908e-01
## 1379       0.630      0.370 3.927313e-02 0.9607268668   1.105009e-01
## 1380       0.010      0.990 3.467587e-02 0.9653241253   3.690982e-02
## 1381       0.022      0.978 1.712587e-03 0.9982874133   4.380330e-04
## 1382       0.006      0.994 2.555035e-05 0.9999744497   5.211494e-02
## 1383       0.002      0.998 1.878499e-02 0.9812150086   2.114561e-03
## 1384       0.002      0.998 7.368478e-03 0.9926315216   4.739491e-02
## 1385       0.004      0.996 1.113932e-01 0.8886068424   2.338693e-02
## 1386       0.004      0.996 1.045966e-03 0.9989540343   3.129077e-03
## 1387       0.002      0.998 4.610675e-03 0.9953893252   2.773220e-03
## 1388       0.020      0.980 1.789160e-02 0.9821084009   1.255121e-02
## 1389       0.000      1.000 9.488807e-04 0.9990511193   1.249346e-02
## 1390       0.000      1.000 1.617554e-01 0.8382445701   1.108124e-02
## 1391       0.944      0.056 9.656051e-01 0.0343948906   8.702744e-01
## 1392       0.000      1.000 3.824024e-03 0.9961759757   8.120333e-03
## 1393       0.000      1.000 9.471067e-04 0.9990528933   1.807193e-03
## 1394       0.012      0.988 6.657380e-02 0.9334261993   2.074736e-02
## 1395       0.824      0.176 9.475998e-02 0.9052400223   4.239890e-01
## 1396       0.002      0.998 3.645416e-02 0.9635458429   2.468711e-04
## 1397       0.956      0.044 4.620842e-01 0.5379158278   2.618671e-01
## 1398       0.010      0.990 5.220718e-04 0.9994779282   3.603284e-03
## 1399       0.006      0.994 1.833386e-02 0.9816661379   4.700389e-02
## 1400       0.006      0.994 4.229513e-02 0.9577048677   8.025852e-02
## 1401       0.004      0.996 1.056340e-02 0.9894365958   6.530769e-03
## 1402       0.970      0.030 9.952660e-01 0.0047340462   9.365293e-01
## 1403       0.848      0.152 2.442234e-01 0.7557766149   5.571047e-01
## 1404       0.006      0.994 4.374819e-03 0.9956251809   1.291051e-02
## 1405       0.018      0.982 3.816105e-02 0.9618389502   3.359409e-02
## 1406       0.022      0.978 4.789730e-01 0.5210269960   1.490796e-01
## 1407       0.888      0.112 9.651982e-01 0.0348018342   8.943788e-01
## 1408       0.000      1.000 2.726631e-03 0.9972733693   1.161636e-02
## 1409       0.002      0.998 5.183024e-02 0.9481697621   7.285964e-03
## 1410       0.000      1.000 4.639758e-02 0.9536024160   3.160907e-02
## 1411       0.002      0.998 1.030346e-02 0.9896965364   1.216524e-02
## 1412       0.958      0.042 9.789725e-01 0.0210274758   9.362579e-01
## 1413       0.868      0.132 9.909892e-01 0.0090107607   9.860398e-01
## 1414       0.026      0.974 3.837230e-01 0.6162769879   1.610180e-01
## 1415       0.026      0.974 6.094114e-03 0.9939058860   7.094044e-03
## 1416       0.004      0.996 2.075941e-03 0.9979240587   2.271705e-03
## 1417       0.016      0.984 6.611320e-02 0.9338868024   4.928078e-03
## 1418       0.980      0.020 8.616381e-01 0.1383619445   7.523146e-01
## 1419       0.006      0.994 1.398861e-03 0.9986011391   4.632904e-02
## 1420       0.002      0.998 1.052358e-01 0.8947642468   9.181030e-02
## 1421       0.872      0.128 9.742155e-02 0.9025784508   2.252545e-01
## 1422       0.002      0.998 2.216224e-03 0.9977837761   6.948568e-03
## 1423       0.002      0.998 7.708557e-02 0.9229144263   1.072083e-01
## 1424       0.000      1.000 4.338266e-03 0.9956617340   2.175696e-02
## 1425       0.008      0.992 2.488126e-03 0.9975118744   2.406187e-03
## 1426       0.950      0.050 7.027867e-01 0.2972132799   4.714272e-01
## 1427       0.008      0.992 1.289658e-02 0.9871034162   1.783001e-02
## 1428       0.000      1.000 5.946243e-03 0.9940537566   4.339861e-03
## 1429       0.942      0.058 8.660440e-01 0.1339560278   7.912289e-01
## 1430       0.010      0.990 8.043346e-02 0.9195665435   9.583681e-02
## 1431       0.008      0.992 3.081422e-02 0.9691857769   2.880924e-02
## 1432       0.044      0.956 2.599568e-03 0.9974004324   1.975345e-02
## 1433       0.008      0.992 2.196218e-02 0.9780378227   6.416671e-03
## 1434       0.008      0.992 2.849507e-02 0.9715049278   9.856409e-02
## 1435       0.000      1.000 2.177656e-02 0.9782234374   9.830649e-03
## 1436       0.746      0.254 7.649304e-01 0.2350696216   8.285208e-01
## 1437       0.002      0.998 7.424673e-04 0.9992575327   3.172053e-03
## 1438       0.004      0.996 1.294829e-02 0.9870517068   2.521886e-02
## 1439       0.048      0.952 4.501853e-02 0.9549814662   7.632131e-02
## 1440       0.692      0.308 2.259309e-02 0.9774069121   2.870122e-02
## 1441       0.000      1.000 2.136232e-03 0.9978637677   3.066796e-03
## 1442       0.006      0.994 6.754304e-04 0.9993245696   2.204843e-03
## 1443       0.032      0.968 3.899854e-03 0.9961001460   2.871014e-02
## 1444       0.000      1.000 8.974154e-03 0.9910258458   4.363238e-03
## 1445       0.002      0.998 3.021450e-03 0.9969785502   6.070437e-03
## 1446       0.004      0.996 4.474256e-04 0.9995525744   1.118568e-03
## 1447       0.000      1.000 5.859697e-03 0.9941403031   1.541825e-02
## 1448       0.896      0.104 7.730542e-01 0.2269457957   8.527969e-01
## 1449       0.000      1.000 1.262414e-02 0.9873758643   1.945171e-02
## 1450       0.016      0.984 3.125027e-01 0.6874973009   2.735278e-02
## 1451       0.010      0.990 1.005843e-02 0.9899415689   1.033171e-03
## 1452       0.926      0.074 5.637096e-01 0.4362904243   2.506409e-01
## 1453       0.022      0.978 1.023114e-01 0.8976886118   7.233405e-02
## 1454       0.020      0.980 1.228730e-01 0.8771269715   6.600793e-02
## 1455       0.956      0.044 8.878739e-01 0.1121261316   6.461687e-01
## 1456       0.002      0.998 9.526105e-02 0.9047389482   1.672392e-01
## 1457       0.852      0.148 9.197098e-01 0.0802901592   4.272938e-01
## 1458       0.000      1.000 5.757832e-03 0.9942421677   1.164882e-03
## 1459       0.000      1.000 9.916346e-04 0.9990083654   9.301556e-03
## 1460       0.000      1.000 1.598191e-02 0.9840180883   7.291861e-02
## 1461       0.002      0.998 5.829798e-02 0.9417020213   1.571313e-02
## 1462       0.000      1.000 4.607974e-02 0.9539202650   9.510998e-02
## 1463       0.042      0.958 4.487730e-02 0.9551227022   2.499605e-02
## 1464       0.002      0.998 4.228684e-03 0.9957713160   1.756594e-02
## 1465       0.000      1.000 4.120051e-02 0.9587994860   1.500801e-02
## 1466       0.000      1.000 6.163518e-04 0.9993836482   1.942460e-03
## 1467       0.000      1.000 3.150666e-02 0.9684933387   1.438369e-03
## 1468       0.006      0.994 6.317247e-03 0.9936827528   1.456163e-02
## 1469       0.000      1.000 1.484870e-03 0.9985151302   1.510963e-03
## 1470       0.000      1.000 1.490088e-03 0.9985099120   8.610492e-03
## 1471       0.948      0.052 9.964288e-01 0.0035712271   9.640360e-01
## 1472       0.000      1.000 4.594599e-03 0.9954054014   1.783242e-02
## 1473       0.994      0.006 9.800744e-01 0.0199255837   9.337289e-01
## 1474       0.002      0.998 1.228897e-02 0.9877110295   4.936582e-02
## 1475       0.004      0.996 6.656105e-03 0.9933438954   1.164370e-02
## 1476       0.906      0.094 9.677368e-01 0.0322631655   4.815185e-01
## 1477       0.826      0.174 1.719248e-01 0.8280752031   2.639862e-01
## 1478       0.018      0.982 1.754985e-02 0.9824501521   4.855877e-02
## 1479       0.002      0.998 8.595231e-04 0.9991404769   3.137539e-03
## 1480       0.000      1.000 2.332293e-03 0.9976677067   2.119211e-04
## 1481       0.946      0.054 5.617713e-01 0.4382287048   4.020151e-01
## 1482       0.842      0.158 6.317929e-01 0.3682071348   1.054281e-01
## 1483       0.006      0.994 5.351050e-03 0.9946489501   4.333471e-04
## 1484       0.008      0.992 1.683726e-02 0.9831627441   6.115282e-03
## 1485       0.000      1.000 2.012268e-02 0.9798773248   4.231528e-03
## 1486       0.002      0.998 3.248211e-03 0.9967517888   1.772571e-02
## 1487       0.046      0.954 9.391610e-02 0.9060838994   1.560695e-01
## 1488       0.000      1.000 7.836240e-04 0.9992163760   3.772447e-03
## 1489       0.038      0.962 5.322170e-03 0.9946778303   1.205611e-01
## 1490       0.008      0.992 2.185008e-02 0.9781499229   2.422526e-02
## 1491       0.990      0.010 9.976434e-01 0.0023565795   9.820762e-01
## 1492       0.006      0.994 3.890453e-04 0.9996109547   5.691013e-03
## 1493       0.184      0.816 1.405014e-02 0.9859498644   2.114181e-02
## 1494       0.000      1.000 2.491371e-02 0.9750862872   1.167155e-02
## 1495       0.006      0.994 5.052486e-02 0.9494751435   1.198470e-01
## 1496       0.004      0.996 2.228108e-03 0.9977718916   6.776037e-04
## 1497       0.048      0.952 1.174602e-01 0.8825398177   1.100139e-01
## 1498       0.838      0.162 5.896324e-01 0.4103676038   1.011239e-01
## 1499       0.858      0.142 5.549750e-01 0.4450249534   5.280973e-01
## 1500       0.464      0.536 1.944447e-01 0.8055553316   7.275109e-02
## 1501       0.964      0.036 7.981330e-01 0.2018669699   4.039771e-01
## 1502       0.002      0.998 5.836240e-04 0.9994163760   5.210344e-04
## 1503       0.006      0.994 3.353110e-01 0.6646889551   2.493335e-01
## 1504       0.014      0.986 7.854734e-04 0.9992145266   2.001409e-03
## 1505       0.000      1.000 2.091379e-01 0.7908621250   2.884973e-02
## 1506       0.008      0.992 2.676196e-01 0.7323804469   3.041037e-01
## 1507       0.830      0.170 8.783376e-01 0.1216623674   3.415997e-01
## 1508       0.002      0.998 3.467395e-02 0.9653260537   8.227291e-02
## 1509       0.022      0.978 1.531160e-01 0.8468839843   1.248109e-01
## 1510       0.776      0.224 1.801452e-01 0.8198548084   1.457738e-01
## 1511       0.700      0.300 8.342800e-01 0.1657200333   6.342877e-01
## 1512       0.008      0.992 1.637040e-01 0.8362959642   1.494960e-01
## 1513       0.966      0.034 8.978742e-01 0.1021258352   7.519413e-01
## 1514       0.000      1.000 1.769196e-02 0.9823080370   7.577065e-03
## 1515       0.426      0.574 1.940407e-01 0.8059593268   1.100827e-01
## 1516       0.000      1.000 7.086764e-02 0.9291323632   1.601363e-01
## 1517       0.898      0.102 9.381909e-01 0.0618091160   8.077754e-01
## 1518       0.002      0.998 5.533079e-02 0.9446692062   3.374126e-02
## 1519       0.010      0.990 5.808473e-03 0.9941915269   2.084897e-02
## 1520       0.004      0.996 1.399213e-01 0.8600786883   1.167170e-01
## 1521       0.004      0.996 3.423120e-02 0.9657687963   9.673325e-03
## 1522       0.974      0.026 9.477994e-01 0.0522006419   8.582787e-01
## 1523       0.008      0.992 1.090565e-02 0.9890943477   9.633680e-02
## 1524       0.002      0.998 5.594118e-03 0.9944058821   1.101339e-03
## 1525       0.028      0.972 4.863309e-01 0.5136691255   1.324292e-01
## 1526       0.024      0.976 4.067184e-02 0.9593281590   3.166030e-02
## 1527       0.000      1.000 7.106325e-04 0.9992893675   3.100883e-02
## 1528       0.000      1.000 4.443666e-03 0.9955563341   9.032023e-04
## 1529       0.004      0.996 9.838746e-04 0.9990161254   5.096133e-03
## 1530       0.000      1.000 3.487594e-03 0.9965124064   8.017464e-03
## 1531       0.020      0.980 5.276430e-04 0.9994723570   6.910249e-04
## 1532       0.954      0.046 7.497454e-01 0.2502545864   6.053406e-01
## 1533       0.096      0.904 1.135355e-03 0.9988646450   3.644135e-03
## 1534       0.002      0.998 8.478786e-03 0.9915212137   3.318663e-03
## 1535       0.004      0.996 2.980668e-02 0.9701933187   8.220285e-02
## 1536       0.010      0.990 1.216822e-02 0.9878317799   4.732894e-02
## 1537       0.834      0.166 5.132519e-01 0.4867481407   1.403514e-01
## 1538       0.004      0.996 3.162328e-02 0.9683767158   7.668796e-03
## 1539       0.002      0.998 3.844624e-04 0.9996155376   1.472734e-02
## 1540       0.816      0.184 4.330684e-01 0.5669315553   2.844461e-01
## 1541       0.038      0.962 3.914623e-04 0.9996085377   1.234690e-03
## 1542       0.012      0.988 3.812589e-03 0.9961874112   3.492195e-03
## 1543       0.006      0.994 6.383661e-02 0.9361633857   2.198840e-01
## 1544       0.024      0.976 7.814318e-02 0.9218568201   4.528022e-02
## 1545       0.000      1.000 7.733192e-03 0.9922668084   3.600855e-02
## 1546       0.000      1.000 1.809184e-02 0.9819081602   2.488691e-03
## 1547       0.100      0.900 3.516801e-03 0.9964831985   2.347762e-03
## 1548       0.856      0.144 6.095920e-03 0.9939040802   1.281053e-01
## 1549       0.014      0.986 7.452911e-03 0.9925470891   3.318843e-02
## 1550       0.004      0.996 2.077002e-02 0.9792299781   9.270472e-04
## 1551       0.000      1.000 8.711935e-03 0.9912880650   1.145807e-03
## 1552       0.000      1.000 3.908554e-02 0.9609144554   2.422666e-02
## 1553       0.002      0.998 1.585637e-01 0.8414362657   2.356360e-01
## 1554       0.968      0.032 7.845736e-01 0.2154263972   4.624156e-01
## 1555       0.000      1.000 2.825257e-02 0.9717474280   6.261613e-02
## 1556       0.944      0.056 7.451297e-01 0.2548703411   6.692118e-01
## 1557       0.000      1.000 3.780214e-03 0.9962197860   4.995675e-04
## 1558       0.004      0.996 2.797304e-02 0.9720269575   4.557110e-03
## 1559       0.370      0.630 3.492469e-01 0.6507530647   1.615453e-01
## 1560       0.056      0.944 6.062278e-02 0.9393772158   1.112653e-01
## 1561       0.002      0.998 4.658293e-02 0.9534170720   7.623010e-02
## 1562       0.958      0.042 7.293551e-01 0.2706449408   4.990025e-01
## 1563       0.040      0.960 1.196206e-01 0.8803794348   1.241439e-01
## 1564       0.000      1.000 1.017687e-02 0.9898231328   5.979750e-03
## 1565       0.020      0.980 1.820965e-02 0.9817903483   7.138078e-02
## 1566       0.000      1.000 6.214206e-03 0.9937857938   6.239116e-03
## 1567       0.008      0.992 2.379466e-02 0.9762053441   8.532656e-03
## 1568       0.004      0.996 2.107997e-02 0.9789200288   5.933691e-03
## 1569       0.896      0.104 8.087511e-01 0.1912489009   5.398459e-01
## 1570       0.010      0.990 5.210204e-04 0.9994789796   3.954265e-03
## 1571       0.980      0.020 7.989033e-01 0.2010967310   5.282178e-01
## 1572       0.004      0.996 7.105222e-03 0.9928947782   1.414139e-02
## 1573       0.014      0.986 3.797365e-03 0.9962026350   1.595214e-02
## 1574       0.062      0.938 2.901847e-01 0.7098152924   1.173441e-01
## 1575       0.000      1.000 1.835503e-02 0.9816449720   8.636543e-02
## 1576       0.960      0.040 9.678151e-01 0.0321848798   9.318132e-01
## 1577       0.010      0.990 9.976793e-03 0.9900232073   5.539397e-03
## 1578       0.000      1.000 1.248992e-03 0.9987510080   4.955613e-03
## 1579       0.006      0.994 5.750701e-01 0.4249298884   1.217751e-01
## 1580       0.002      0.998 6.748971e-02 0.9325102879   9.530523e-02
## 1581       0.002      0.998 2.698557e-02 0.9730144331   2.438546e-02
## 1582       0.002      0.998 2.028788e-02 0.9797121226   3.265867e-02
## 1583       0.214      0.786 6.769864e-02 0.9323013571   2.083698e-01
## 1584       0.002      0.998 1.272705e-03 0.9987272947   4.875055e-04
## 1585       0.002      0.998 1.674370e-03 0.9983256297   6.444809e-03
## 1586       0.892      0.108 7.255970e-01 0.2744029670   4.962600e-01
## 1587       0.010      0.990 5.941392e-02 0.9405860778   9.333309e-02
## 1588       0.026      0.974 1.063891e-02 0.9893610893   8.521765e-03
## 1589       0.904      0.096 8.988497e-01 0.1011503416   9.030159e-01
## 1590       0.906      0.094 9.628780e-01 0.0371220227   7.375926e-01
## 1591       0.012      0.988 4.867942e-02 0.9513205808   1.806503e-02
## 1592       0.014      0.986 7.357410e-03 0.9926425897   6.494044e-02
## 1593       0.002      0.998 3.154675e-03 0.9968453255   9.633075e-02
## 1594       0.002      0.998 3.137248e-02 0.9686275235   4.191103e-02
## 1595       0.010      0.990 1.303627e-02 0.9869637304   3.914988e-03
## 1596       0.000      1.000 2.954376e-03 0.9970456242   2.815371e-02
## 1597       0.012      0.988 9.574915e-03 0.9904250854   1.492739e-02
## 1598       0.052      0.948 8.638094e-02 0.9136190578   1.020971e-01
## 1599       0.046      0.954 4.196966e-01 0.5803033727   4.133175e-01
## 1600       0.004      0.996 1.665340e-03 0.9983346599   1.237669e-03
## 1601       0.022      0.978 1.051137e-02 0.9894886258   8.098594e-03
## 1602       0.006      0.994 1.163745e-02 0.9883625530   1.759448e-02
## 1603       0.918      0.082 4.264342e-01 0.5735658041   5.319127e-01
## 1604       0.944      0.056 9.829278e-01 0.0170722432   8.784833e-01
## 1605       0.010      0.990 8.265065e-04 0.9991734935   1.568564e-03
## 1606       0.812      0.188 8.987690e-01 0.1012309507   6.678833e-01
## 1607       0.002      0.998 5.499569e-05 0.9999450043   3.373467e-03
## 1608       0.046      0.954 5.905585e-02 0.9409441520   3.462906e-02
## 1609       0.000      1.000 4.383201e-03 0.9956167994   1.118098e-02
## 1610       0.962      0.038 9.362338e-01 0.0637662454   8.829046e-01
## 1611       0.002      0.998 1.169298e-02 0.9883070246   1.064209e-02
## 1612       0.004      0.996 5.479438e-02 0.9452056189   8.890559e-02
## 1613       0.000      1.000 1.747522e-02 0.9825247779   4.530105e-03
## 1614       0.894      0.106 9.978435e-01 0.0021564693   9.925553e-01
## 1615       0.002      0.998 2.702323e-03 0.9972976768   3.014874e-04
## 1616       0.010      0.990 3.055440e-01 0.6944560437   3.904425e-02
## 1617       0.000      1.000 4.576370e-04 0.9995423630   1.043128e-03
## 1618       0.992      0.008 9.341963e-01 0.0658037279   6.312715e-01
## 1619       0.016      0.984 1.597863e-02 0.9840213688   8.397046e-02
## 1620       0.000      1.000 1.140841e-03 0.9988591591   3.030472e-02
## 1621       0.006      0.994 2.805632e-02 0.9719436762   1.044962e-02
## 1622       0.004      0.996 1.396661e-01 0.8603338829   2.469891e-01
## 1623       0.002      0.998 6.605078e-04 0.9993394922   1.678300e-03
## 1624       0.950      0.050 4.120537e-01 0.5879463336   4.496929e-01
## 1625       0.000      1.000 8.983805e-03 0.9910161952   4.646416e-03
## 1626       0.000      1.000 1.511524e-03 0.9984884763   6.841446e-03
## 1627       0.894      0.106 2.588415e-01 0.7411585121   9.491729e-02
## 1628       0.008      0.992 6.424938e-02 0.9357506163   8.618166e-02
## 1629       0.762      0.238 6.128139e-01 0.3871860645   8.241312e-01
## 1630       0.000      1.000 1.877403e-04 0.9998122597   2.303178e-04
## 1631       0.008      0.992 6.453115e-02 0.9354688456   1.250723e-01
## 1632       0.846      0.154 9.807870e-01 0.0192129753   9.038608e-01
## 1633       0.994      0.006 9.301872e-01 0.0698127880   8.719830e-01
## 1634       0.000      1.000 6.374972e-04 0.9993625028   1.093748e-03
## 1635       0.006      0.994 3.703938e-02 0.9629606205   1.936045e-03
## 1636       0.002      0.998 1.710150e-04 0.9998289850   6.507765e-03
## 1637       0.000      1.000 1.848045e-03 0.9981519546   5.484022e-03
## 1638       0.954      0.046 6.982094e-01 0.3017905963   7.044319e-01
## 1639       0.832      0.168 2.218113e-01 0.7781886747   5.194251e-01
## 1640       0.000      1.000 4.213165e-02 0.9578683484   6.571501e-02
## 1641       0.940      0.060 6.332968e-01 0.3667032238   7.776092e-01
## 1642       0.000      1.000 1.004169e-02 0.9899583086   8.192179e-03
## 1643       0.000      1.000 3.436170e-03 0.9965638296   4.725349e-03
## 1644       0.018      0.982 7.903606e-04 0.9992096394   3.933230e-02
## 1645       0.000      1.000 5.808688e-04 0.9994191312   9.675283e-04
## 1646       0.000      1.000 8.717899e-02 0.9128210077   5.744104e-03
## 1647       0.006      0.994 4.792043e-02 0.9520795747   5.445829e-02
## 1648       0.008      0.992 3.137449e-03 0.9968625513   8.811982e-02
## 1649       0.006      0.994 2.893605e-01 0.7106395498   7.570871e-02
## 1650       0.010      0.990 7.167548e-03 0.9928324517   5.259956e-03
## 1651       0.000      1.000 1.467324e-03 0.9985326756   5.063748e-03
## 1652       0.010      0.990 1.236653e-04 0.9998763347   2.178588e-03
## 1653       0.000      1.000 4.213643e-03 0.9957863572   7.115163e-03
## 1654       0.008      0.992 1.594093e-02 0.9840590659   1.372606e-02
## 1655       0.002      0.998 1.092517e-02 0.9890748333   6.013513e-03
## 1656       0.002      0.998 1.362829e-01 0.8637171134   7.651155e-02
## 1657       0.000      1.000 2.002439e-02 0.9799756079   1.068385e-02
## 1658       0.858      0.142 2.631403e-01 0.7368597108   2.645768e-01
## 1659       0.032      0.968 6.212251e-03 0.9937877487   1.641994e-02
## 1660       0.000      1.000 1.710286e-02 0.9828971408   9.009550e-03
## 1661       0.004      0.996 3.978906e-03 0.9960210942   6.488001e-03
## 1662       0.984      0.016 8.878214e-01 0.1121786375   7.052197e-01
## 1663       0.004      0.996 2.251897e-02 0.9774810316   3.431561e-02
## 1664       0.778      0.222 4.243985e-01 0.5756014712   3.725710e-02
## 1665       0.000      1.000 2.250944e-02 0.9774905620   9.826370e-03
## 1666       0.000      1.000 4.388641e-02 0.9561135867   5.766540e-02
## 1667       0.852      0.148 4.324205e-01 0.5675794892   2.791500e-01
## 1668       0.972      0.028 9.216305e-01 0.0783695460   9.433598e-01
## 1669       0.000      1.000 8.478986e-05 0.9999152101   2.286984e-03
## 1670       0.002      0.998 6.188071e-03 0.9938119288   5.848724e-03
## 1671       0.000      1.000 3.464509e-03 0.9965354908   6.388375e-03
## 1672       0.002      0.998 2.249052e-02 0.9775094773   1.780043e-02
## 1673       0.002      0.998 2.523291e-03 0.9974767085   4.672157e-02
## 1674       0.006      0.994 3.334752e-01 0.6665247662   4.239073e-01
## 1675       0.000      1.000 4.621500e-03 0.9953785002   5.172247e-04
## 1676       0.000      1.000 6.818323e-03 0.9931816772   8.864669e-03
## 1677       0.002      0.998 1.340774e-03 0.9986592263   6.852406e-03
## 1678       0.006      0.994 2.477969e-02 0.9752203064   4.698836e-02
## 1679       0.000      1.000 2.274173e-03 0.9977258273   1.436171e-03
## 1680       0.000      1.000 1.355579e-03 0.9986444214   4.988445e-03
## 1681       0.012      0.988 1.796868e-03 0.9982031324   9.377655e-03
## 1682       0.000      1.000 5.643281e-02 0.9435671871   3.087964e-02
## 1683       0.010      0.990 1.056669e-02 0.9894333148   1.040777e-02
## 1684       0.814      0.186 2.115787e-01 0.7884212599   8.070129e-02
## 1685       0.000      1.000 1.766131e-03 0.9982338691   2.483875e-03
## 1686       0.000      1.000 6.175642e-03 0.9938243576   7.702766e-03
## 1687       0.000      1.000 1.555326e-01 0.8444674279   2.203365e-01
## 1688       0.830      0.170 5.860000e-01 0.4139999568   5.999667e-01
## 1689       0.002      0.998 1.573465e-03 0.9984265353   3.357959e-03
## 1690       0.722      0.278 4.853401e-01 0.5146598790   4.194084e-01
## 1691       0.730      0.270 2.473480e-01 0.7526519610   2.229502e-01
## 1692       0.000      1.000 2.151441e-01 0.7848558715   1.154610e-02
## 1693       0.956      0.044 9.576053e-01 0.0423946718   8.183524e-01
## 1694       0.000      1.000 8.142232e-02 0.9185776817   1.061335e-01
## 1695       0.968      0.032 9.850627e-01 0.0149372822   9.658370e-01
## 1696       0.002      0.998 5.871436e-03 0.9941285637   2.281833e-03
## 1697       0.012      0.988 1.749385e-02 0.9825061545   1.749092e-02
## 1698       0.746      0.254 5.430519e-02 0.9456948079   3.570938e-02
## 1699       0.000      1.000 1.910717e-03 0.9980892834   8.968720e-03
## 1700       0.002      0.998 7.494405e-03 0.9925055952   1.359819e-02
## 1701       0.864      0.136 2.179554e-01 0.7820446014   2.615860e-01
## 1702       0.012      0.988 1.955781e-01 0.8044219011   2.096381e-02
## 1703       0.000      1.000 1.281983e-04 0.9998718017   1.790159e-03
## 1704       0.004      0.996 1.037651e-02 0.9896234878   4.821053e-02
## 1705       0.970      0.030 6.421939e-01 0.3578061421   5.433097e-01
## 1706       0.002      0.998 1.203868e-03 0.9987961323   2.246148e-03
## 1707       0.006      0.994 4.837584e-03 0.9951624158   6.869967e-03
## 1708       0.000      1.000 3.693021e-03 0.9963069793   5.374386e-03
## 1709       0.296      0.704 6.480530e-02 0.9351946968   8.478547e-02
## 1710       0.802      0.198 5.844223e-01 0.4155776503   6.553401e-01
## 1711       0.000      1.000 2.785063e-03 0.9972149374   7.663439e-04
## 1712       0.934      0.066 4.531787e-01 0.5468212544   2.348004e-01
## 1713       0.004      0.996 6.420560e-02 0.9357943991   4.712773e-02
## 1714       0.014      0.986 8.307173e-03 0.9916928272   7.898797e-04
## 1715       0.428      0.572 5.752747e-01 0.4247252760   1.716661e-01
## 1716       0.022      0.978 1.185187e-02 0.9881481309   1.436564e-02
## 1717       0.014      0.986 3.036377e-02 0.9696362270   4.256346e-02
## 1718       0.672      0.328 1.031416e-01 0.8968583869   1.470162e-01
## 1719       0.000      1.000 2.687207e-03 0.9973127934   3.793628e-03
## 1720       0.886      0.114 7.407721e-01 0.2592279151   3.987119e-01
## 1721       0.822      0.178 2.748940e-01 0.7251059893   6.481261e-01
## 1722       0.752      0.248 7.763570e-01 0.2236429573   2.562806e-01
## 1723       0.000      1.000 4.120176e-03 0.9958798240   3.934659e-03
## 1724       0.006      0.994 3.952863e-01 0.6047137410   2.871671e-02
## 1725       0.000      1.000 3.107384e-04 0.9996892616   3.282289e-03
## 1726       0.028      0.972 1.598437e-02 0.9840156315   6.433579e-03
## 1727       0.000      1.000 1.939891e-02 0.9806010943   7.247154e-03
## 1728       0.002      0.998 1.275092e-02 0.9872490828   3.824448e-02
## 1729       0.002      0.998 4.593690e-03 0.9954063098   1.102062e-02
## 1730       0.000      1.000 9.017890e-04 0.9990982110   2.111689e-04
## 1731       0.004      0.996 5.507784e-02 0.9449221592   3.172705e-02
## 1732       0.004      0.996 6.625086e-03 0.9933749145   4.496581e-04
## 1733       0.014      0.986 3.622960e-02 0.9637703963   3.651291e-02
## 1734       0.012      0.988 7.128439e-03 0.9928715614   1.187326e-02
## 1735       0.000      1.000 4.513644e-03 0.9954863560   1.965081e-03
## 1736       0.896      0.104 7.894847e-01 0.2105153202   5.567883e-01
## 1737       0.000      1.000 3.907350e-03 0.9960926497   1.215509e-02
## 1738       0.008      0.992 3.754659e-01 0.6245340583   7.344452e-03
## 1739       0.012      0.988 1.060966e-01 0.8939034091   2.125375e-02
## 1740       0.362      0.638 5.228392e-01 0.4771607791   1.706862e-01
## 1741       0.002      0.998 3.239181e-05 0.9999676082   7.112955e-04
## 1742       0.004      0.996 1.403398e-02 0.9859660237   1.444092e-02
## 1743       0.004      0.996 1.586414e-02 0.9841358588   3.079025e-03
## 1744       0.990      0.010 9.898082e-01 0.0101918062   9.687949e-01
## 1745       0.000      1.000 1.029318e-02 0.9897068183   3.757058e-02
## 1746       0.004      0.996 4.589825e-04 0.9995410175   2.792596e-03
## 1747       0.962      0.038 9.833502e-01 0.0166497624   9.727493e-01
## 1748       0.000      1.000 1.178913e-02 0.9882108686   2.574899e-03
## 1749       0.004      0.996 2.224889e-03 0.9977751111   1.041211e-02
## 1750       0.214      0.786 1.479756e-01 0.8520244171   3.409287e-01
## 1751       0.000      1.000 2.788177e-02 0.9721182335   2.890674e-03
## 1752       0.000      1.000 8.146247e-02 0.9185375312   1.019804e-02
## 1753       0.028      0.972 2.367382e-01 0.7632617860   6.756298e-02
## 1754       0.000      1.000 4.095204e-04 0.9995904796   6.036318e-04
## 1755       0.004      0.996 2.098448e-02 0.9790155216   4.646723e-03
## 1756       0.124      0.876 3.200345e-02 0.9679965451   2.424040e-02
## 1757       0.006      0.994 6.061484e-04 0.9993938516   1.527269e-03
## 1758       0.000      1.000 2.184020e-04 0.9997815980   2.953190e-03
## 1759       0.008      0.992 5.557605e-02 0.9444239524   8.375431e-03
## 1760       0.882      0.118 4.708769e-01 0.5291231007   5.150161e-01
## 1761       0.000      1.000 4.381633e-02 0.9561836660   3.408305e-02
## 1762       0.000      1.000 6.957582e-02 0.9304241842   5.760873e-02
## 1763       0.008      0.992 4.251216e-02 0.9574878407   5.593998e-03
## 1764       0.010      0.990 1.165648e-03 0.9988343524   4.233418e-03
## 1765       0.012      0.988 3.099735e-03 0.9969002651   2.607050e-03
## 1766       0.012      0.988 2.330542e-02 0.9766945823   3.840597e-02
## 1767       0.000      1.000 3.462668e-03 0.9965373317   6.394494e-02
## 1768       0.002      0.998 2.194288e-03 0.9978057118   1.188919e-02
## 1769       0.000      1.000 5.514934e-04 0.9994485066   1.609296e-03
## 1770       0.002      0.998 1.198804e-02 0.9880119574   3.524419e-02
## 1771       0.000      1.000 4.349545e-03 0.9956504546   1.094753e-02
## 1772       0.006      0.994 3.256361e-02 0.9674363947   5.648285e-02
## 1773       0.028      0.972 3.736486e-02 0.9626351432   6.749776e-03
## 1774       0.046      0.954 2.530945e-01 0.7469055187   3.440579e-01
## 1775       0.000      1.000 9.124318e-03 0.9908756815   2.014958e-02
## 1776       0.000      1.000 2.946204e-04 0.9997053796   1.132037e-03
## 1777       0.002      0.998 1.853410e-02 0.9814658961   1.668177e-02
## 1778       0.014      0.986 9.499140e-02 0.9050086024   5.267586e-02
## 1779       0.000      1.000 1.387787e-03 0.9986122130   1.747281e-02
## 1780       0.012      0.988 5.564497e-02 0.9443550262   3.250029e-02
## 1781       0.000      1.000 5.621967e-03 0.9943780330   1.900659e-02
## 1782       0.010      0.990 3.023534e-02 0.9697646565   4.526860e-03
## 1783       0.890      0.110 9.957213e-01 0.0042787088   9.611776e-01
## 1784       0.022      0.978 3.117792e-03 0.9968822077   1.000146e-02
## 1785       0.002      0.998 8.617755e-04 0.9991382245   1.175746e-02
## 1786       0.002      0.998 1.825108e-03 0.9981748924   3.062616e-03
## 1787       0.002      0.998 8.766961e-02 0.9123303933   6.765317e-03
## 1788       0.990      0.010 9.650644e-01 0.0349356086   8.766384e-01
## 1789       0.002      0.998 1.474633e-02 0.9852536661   2.687035e-04
## 1790       0.000      1.000 2.177204e-04 0.9997822796   3.688546e-03
## 1791       0.928      0.072 6.128858e-01 0.3871141941   7.672184e-01
## 1792       0.968      0.032 8.914661e-01 0.1085339044   8.076292e-01
## 1793       0.016      0.984 8.379376e-03 0.9916206241   9.796078e-03
## 1794       0.002      0.998 1.238503e-02 0.9876149686   1.807711e-02
## 1795       0.000      1.000 6.226815e-03 0.9937731846   3.078100e-03
## 1796       0.000      1.000 7.325616e-03 0.9926743839   3.716845e-03
## 1797       0.004      0.996 2.723518e-02 0.9727648173   1.408843e-02
## 1798       0.940      0.060 8.637075e-01 0.1362924995   4.631810e-01
## 1799       0.002      0.998 2.884083e-02 0.9711591742   4.331125e-03
## 1800       0.004      0.996 1.026592e-01 0.8973408107   3.348763e-02
## 1801       0.916      0.084 9.178766e-01 0.0821234429   7.542772e-01
## 1802       0.458      0.542 2.929675e-01 0.7070324834   2.046789e-01
## 1803       0.006      0.994 2.467187e-04 0.9997532813   8.788777e-03
## 1804       0.000      1.000 1.605796e-02 0.9839420385   6.870077e-03
## 1805       0.000      1.000 9.574887e-04 0.9990425113   1.750721e-03
## 1806       0.972      0.028 9.885689e-01 0.0114311377   8.917778e-01
## 1807       0.004      0.996 1.259140e-02 0.9874085986   8.259903e-03
## 1808       0.034      0.966 2.683412e-01 0.7316588095   1.852666e-02
## 1809       0.004      0.996 2.002558e-01 0.7997442026   1.025471e-01
## 1810       0.988      0.012 9.590850e-01 0.0409150032   8.389627e-01
## 1811       0.000      1.000 7.048716e-04 0.9992951284   3.319703e-03
## 1812       0.000      1.000 2.036003e-03 0.9979639965   4.701557e-03
## 1813       0.004      0.996 1.193407e-03 0.9988065934   1.713105e-03
## 1814       0.022      0.978 2.029989e-02 0.9797001086   1.811940e-02
## 1815       0.002      0.998 4.615612e-04 0.9995384388   5.159210e-04
## 1816       0.010      0.990 5.353629e-02 0.9464637065   1.481356e-01
## 1817       0.000      1.000 1.687334e-03 0.9983126655   6.259230e-03
## 1818       0.014      0.986 3.972753e-02 0.9602724708   2.683294e-02
## 1819       0.016      0.984 4.757922e-02 0.9524207752   1.384922e-02
## 1820       0.898      0.102 6.654316e-01 0.3345684318   4.851934e-01
## 1821       0.026      0.974 3.265917e-02 0.9673408284   3.964966e-03
## 1822       0.000      1.000 2.160204e-03 0.9978397964   2.203041e-02
## 1823       0.002      0.998 1.123066e-03 0.9988769341   5.117714e-04
## 1824       0.002      0.998 3.771049e-04 0.9996228951   9.527986e-04
## 1825       0.008      0.992 3.646946e-02 0.9635305364   1.263042e-02
## 1826       0.010      0.990 1.251613e-01 0.8748386698   5.473239e-02
## 1827       0.010      0.990 2.402434e-03 0.9975975657   8.984022e-03
## 1828       0.000      1.000 7.704385e-04 0.9992295615   1.851120e-03
## 1829       0.940      0.060 3.420129e-01 0.6579870773   4.342024e-02
## 1830       0.006      0.994 2.662174e-02 0.9733782604   8.171188e-02
## 1831       0.008      0.992 2.839941e-02 0.9716005925   1.827854e-02
## 1832       0.000      1.000 7.116595e-02 0.9288340545   8.666165e-02
## 1833       0.018      0.982 6.562282e-05 0.9999343772   2.826625e-03
## 1834       0.922      0.078 9.897438e-01 0.0102561675   9.024907e-01
## 1835       0.004      0.996 4.222797e-03 0.9957772025   2.494520e-03
## 1836       0.000      1.000 7.117538e-03 0.9928824619   6.247229e-03
## 1837       0.000      1.000 1.097805e-03 0.9989021954   6.368542e-03
## 1838       0.004      0.996 3.399632e-02 0.9660036770   5.368999e-03
## 1839       0.004      0.996 6.161925e-02 0.9383807470   2.725866e-02
## 1840       0.734      0.266 5.524442e-04 0.9994475558   3.095401e-02
## 1841       0.898      0.102 7.411811e-01 0.2588188697   7.779469e-01
## 1842       0.000      1.000 1.425870e-02 0.9857412970   1.209443e-02
## 1843       0.032      0.968 2.281441e-02 0.9771855910   9.404803e-03
## 1844       0.012      0.988 2.122969e-01 0.7877030982   9.886924e-02
## 1845       0.032      0.968 1.880372e-02 0.9811962847   3.991139e-03
## 1846       0.002      0.998 3.689588e-03 0.9963104120   4.494346e-03
## 1847       0.002      0.998 1.349240e-02 0.9865076042   5.320548e-02
## 1848       0.000      1.000 9.460242e-03 0.9905397581   3.859807e-02
## 1849       0.072      0.928 6.460932e-01 0.3539068241   1.401832e-01
## 1850       0.000      1.000 3.372787e-02 0.9662721295   4.399153e-03
## 1851       0.000      1.000 1.897146e-03 0.9981028544   2.345140e-03
## 1852       0.022      0.978 1.826607e-02 0.9817339289   1.549633e-02
## 1853       0.000      1.000 2.231339e-02 0.9776866113   1.668988e-03
## 1854       0.014      0.986 1.355813e-02 0.9864418696   4.311187e-03
## 1855       0.988      0.012 9.971438e-01 0.0028561756   9.589659e-01
## 1856       0.930      0.070 4.362733e-01 0.5637267128   5.299756e-01
## 1857       0.932      0.068 2.627910e-01 0.7372090468   5.890451e-01
## 1858       0.002      0.998 2.194242e-02 0.9780575818   4.282645e-02
## 1859       0.000      1.000 9.629464e-03 0.9903705360   3.813539e-03
## 1860       0.002      0.998 1.620764e-02 0.9837923559   2.309854e-02
## 1861       0.000      1.000 1.439723e-03 0.9985602769   4.287232e-03
## 1862       0.000      1.000 2.624985e-01 0.7375014646   1.147495e-01
## 1863       0.004      0.996 7.290641e-03 0.9927093592   4.718377e-03
## 1864       0.000      1.000 3.769561e-03 0.9962304393   1.485556e-03
## 1865       0.000      1.000 3.714061e-03 0.9962859393   4.488932e-03
## 1866       0.032      0.968 8.424386e-03 0.9915756140   1.868708e-02
## 1867       0.980      0.020 9.744813e-01 0.0255187111   9.427177e-01
## 1868       0.058      0.942 3.205085e-01 0.6794915467   7.242633e-02
## 1869       0.930      0.070 8.528904e-01 0.1471095610   8.223402e-01
## 1870       0.000      1.000 4.108576e-03 0.9958914243   6.309129e-03
## 1871       0.000      1.000 5.095083e-03 0.9949049174   6.782919e-03
## 1872       0.948      0.052 2.744326e-01 0.7255673770   3.747564e-01
## 1873       0.004      0.996 4.783871e-04 0.9995216129   2.418691e-03
## 1874       0.002      0.998 4.800434e-04 0.9995199566   1.398419e-03
## 1875       0.002      0.998 1.176117e-03 0.9988238830   1.415928e-03
## 1876       0.040      0.960 1.106600e-01 0.8893399503   2.580606e-01
## 1877       0.000      1.000 6.961406e-04 0.9993038594   1.538448e-03
## 1878       0.158      0.842 2.449881e-02 0.9755011886   5.578992e-02
## 1879       0.000      1.000 6.503547e-03 0.9934964534   6.069179e-03
## 1880       0.010      0.990 1.597969e-02 0.9840203098   3.633570e-03
## 1881       0.000      1.000 4.064158e-02 0.9593584231   1.159392e-01
## 1882       0.000      1.000 9.860185e-04 0.9990139815   7.701871e-03
## 1883       0.006      0.994 3.600494e-02 0.9639950624   1.013010e-01
## 1884       0.002      0.998 2.393633e-01 0.7606366976   6.858208e-02
## 1885       0.944      0.056 9.130476e-01 0.0869524377   8.384264e-01
## 1886       0.002      0.998 1.309161e-03 0.9986908388   5.278005e-03
## 1887       0.000      1.000 4.370751e-03 0.9956292488   4.351896e-03
## 1888       0.000      1.000 7.730875e-04 0.9992269125   2.759832e-03
## 1889       0.002      0.998 1.353557e-03 0.9986464434   2.992701e-03
## 1890       0.900      0.100 8.518495e-01 0.1481505341   7.643204e-01
## 1891       0.918      0.082 6.514294e-01 0.3485705560   6.210327e-01
## 1892       0.000      1.000 1.787464e-02 0.9821253592   1.297545e-02
## 1893       0.002      0.998 4.621898e-03 0.9953781022   5.242569e-03
## 1894       0.000      1.000 9.786782e-03 0.9902132176   8.802635e-03
## 1895       0.002      0.998 3.751614e-03 0.9962483863   4.849522e-03
## 1896       0.000      1.000 1.094658e-02 0.9890534202   1.769433e-03
## 1897       0.940      0.060 4.796504e-01 0.5203496213   7.766398e-01
## 1898       0.940      0.060 5.308704e-01 0.4691295530   3.285957e-01
## 1899       0.018      0.982 2.174073e-01 0.7825926698   5.086331e-02
## 1900       0.028      0.972 3.300335e-01 0.6699664647   1.204977e-01
## 1901       0.530      0.470 1.945785e-01 0.8054214739   1.792998e-01
## 1902       0.010      0.990 1.607550e-03 0.9983924498   2.029413e-03
## 1903       0.984      0.016 9.415451e-01 0.0584548605   8.092879e-01
## 1904       0.000      1.000 2.461427e-03 0.9975385733   1.450349e-02
## 1905       0.008      0.992 6.587505e-03 0.9934124951   1.903975e-03
## 1906       0.000      1.000 1.739622e-03 0.9982603780   7.757783e-04
## 1907       0.010      0.990 1.036131e-01 0.8963868731   2.287897e-02
## 1908       0.000      1.000 1.963454e-02 0.9803654567   1.073224e-03
## 1909       0.008      0.992 4.612418e-02 0.9538758201   7.767429e-03
## 1910       0.982      0.018 9.801934e-01 0.0198065516   8.763612e-01
## 1911       0.004      0.996 4.896497e-03 0.9951035034   1.756046e-02
## 1912       0.004      0.996 1.545298e-02 0.9845470211   6.880204e-04
## 1913       0.004      0.996 6.188950e-04 0.9993811050   9.467539e-04
## 1914       0.816      0.184 4.450587e-01 0.5549412724   3.935021e-01
## 1915       0.002      0.998 1.379747e-02 0.9862025348   8.627310e-02
## 1916       0.002      0.998 3.465306e-02 0.9653469392   1.394558e-02
## 1917       0.998      0.002 9.929087e-01 0.0070912562   9.348616e-01
## 1918       0.002      0.998 4.294057e-03 0.9957059427   6.343868e-03
## 1919       0.000      1.000 7.270196e-03 0.9927298036   2.185524e-03
## 1920       0.002      0.998 1.674739e-04 0.9998325261   2.827666e-03
## 1921       0.016      0.984 8.214869e-02 0.9178513132   3.229987e-02
## 1922       0.018      0.982 1.262729e-02 0.9873727093   4.251944e-02
## 1923       0.000      1.000 2.866188e-02 0.9713381196   1.441890e-02
## 1924       0.674      0.326 3.082728e-01 0.6917271952   1.993689e-01
## 1925       0.000      1.000 5.006270e-03 0.9949937301   1.307629e-03
## 1926       0.118      0.882 5.233068e-02 0.9476693240   1.164945e-02
## 1927       0.000      1.000 1.501738e-02 0.9849826179   4.545780e-03
## 1928       0.000      1.000 3.803007e-03 0.9961969932   1.872964e-03
## 1929       0.006      0.994 1.262451e-01 0.8737548969   7.259367e-02
## 1930       0.010      0.990 4.743923e-02 0.9525607680   8.242215e-02
## 1931       0.806      0.194 2.630369e-01 0.7369630538   3.346770e-01
## 1932       0.008      0.992 4.414287e-03 0.9955857126   1.668869e-02
## 1933       0.000      1.000 2.082461e-04 0.9997917539   1.962277e-03
## 1934       0.004      0.996 2.318564e-03 0.9976814360   1.464340e-03
## 1935       0.002      0.998 1.413795e-02 0.9858620465   9.170638e-03
## 1936       0.000      1.000 9.564529e-03 0.9904354714   1.884735e-02
## 1937       0.000      1.000 3.437409e-03 0.9965625907   7.574365e-03
## 1938       0.000      1.000 4.048180e-02 0.9595181951   1.498310e-02
## 1939       0.006      0.994 1.306027e-02 0.9869397279   1.057020e-03
## 1940       0.000      1.000 8.744401e-02 0.9125559894   6.228979e-02
## 1941       0.004      0.996 3.264111e-04 0.9996735889   6.707530e-03
## 1942       0.008      0.992 9.638205e-03 0.9903617952   2.769666e-03
## 1943       0.932      0.068 6.255478e-01 0.3744521748   4.638560e-01
## 1944       0.014      0.986 1.408465e-03 0.9985915350   4.289274e-03
## 1945       0.002      0.998 3.066558e-03 0.9969334422   2.251958e-02
## 1946       0.016      0.984 6.387939e-01 0.3612060687   3.209111e-02
## 1947       0.018      0.982 1.995073e-02 0.9800492718   6.818040e-03
## 1948       0.958      0.042 5.974732e-01 0.4025268420   7.039284e-01
## 1949       0.008      0.992 7.002175e-03 0.9929978248   6.326353e-03
## 1950       0.004      0.996 4.873629e-03 0.9951263712   2.700542e-03
## 1951       0.002      0.998 5.584889e-03 0.9944151110   1.236510e-03
## 1952       0.940      0.060 9.559074e-01 0.0440926224   2.096033e-01
## 1953       0.000      1.000 6.829337e-02 0.9317066286   1.239632e-01
## 1954       0.016      0.984 5.654893e-03 0.9943451067   9.101247e-03
## 1955       0.002      0.998 8.348027e-04 0.9991651973   9.037059e-03
## 1956       0.000      1.000 1.554768e-02 0.9844523224   7.066785e-03
## 1957       0.980      0.020 6.064772e-01 0.3935228313   5.404532e-01
## 1958       0.004      0.996 1.051242e-04 0.9998948758   1.458827e-03
## 1959       0.058      0.942 6.863421e-03 0.9931365790   4.441048e-03
## 1960       0.044      0.956 5.294026e-02 0.9470597405   9.901601e-04
## 1961       0.004      0.996 1.576046e-02 0.9842395398   1.020927e-02
## 1962       0.000      1.000 6.326953e-04 0.9993673047   8.276476e-03
## 1963       0.820      0.180 9.408505e-02 0.9059149539   2.674400e-02
## 1964       0.010      0.990 4.233240e-02 0.9576675970   1.942239e-02
## 1965       0.000      1.000 8.038013e-03 0.9919619871   1.081145e-03
## 1966       0.740      0.260 8.455117e-02 0.9154488288   1.152838e-02
## 1967       0.000      1.000 5.918078e-05 0.9999408192   6.500726e-04
## 1968       0.204      0.796 1.307051e-01 0.8692948836   5.101155e-02
## 1969       0.878      0.122 1.648131e-01 0.8351869102   5.493113e-01
## 1970       0.972      0.028 9.044613e-01 0.0955387119   7.912130e-01
## 1971       0.870      0.130 5.678076e-01 0.4321924443   2.888736e-01
## 1972       0.012      0.988 5.069677e-04 0.9994930323   1.947315e-04
## 1973       0.022      0.978 1.552781e-03 0.9984472190   1.157828e-02
## 1974       0.104      0.896 3.762392e-02 0.9623760849   3.194320e-03
## 1975       0.000      1.000 1.477505e-03 0.9985224951   1.285710e-02
## 1976       0.002      0.998 1.416432e-03 0.9985835681   5.396090e-03
## 1977       0.830      0.170 9.298112e-01 0.0701887932   7.179329e-01
## 1978       0.830      0.170 6.124183e-01 0.3875817319   5.882090e-01
## 1979       0.952      0.048 7.716456e-01 0.2283543907   8.348824e-01
## 1980       0.000      1.000 2.643286e-03 0.9973567135   8.397602e-03
## 1981       0.002      0.998 1.245241e-01 0.8754758792   2.060118e-01
## 1982       0.002      0.998 8.331588e-03 0.9916684124   1.066359e-02
## 1983       0.004      0.996 9.811844e-02 0.9018815605   3.187952e-02
## 1984       0.000      1.000 5.186452e-03 0.9948135480   1.056956e-03
## 1985       0.008      0.992 1.197001e-02 0.9880299917   5.554298e-02
## 1986       0.028      0.972 2.172788e-02 0.9782721226   4.603878e-02
## 1987       0.000      1.000 1.420205e-02 0.9857979479   5.675201e-02
## 1988       0.000      1.000 1.243415e-03 0.9987565851   7.946963e-04
## 1989       0.000      1.000 4.292563e-03 0.9957074372   2.053934e-02
## 1990       0.004      0.996 4.573119e-02 0.9542688056   3.814161e-03
## 1991       0.000      1.000 1.615691e-03 0.9983843093   3.379910e-04
## 1992       0.652      0.348 2.159562e-01 0.7840438477   1.480966e-01
## 1993       0.018      0.982 5.735546e-03 0.9942644538   1.380181e-02
## 1994       0.012      0.988 6.622368e-03 0.9933776317   8.250247e-03
## 1995       0.002      0.998 3.969422e-03 0.9960305781   1.067240e-02
## 1996       0.000      1.000 5.044041e-03 0.9949559586   5.455329e-03
## 1997       0.000      1.000 3.567452e-05 0.9999643255   8.551710e-04
## 1998       0.950      0.050 2.549894e-01 0.7450106112   3.869025e-01
## 1999       0.004      0.996 1.787611e-03 0.9982123893   4.242220e-02
## 2000       0.000      1.000 8.388819e-03 0.9916111814   1.914030e-02
## 2001       0.000      1.000 4.551270e-03 0.9954487301   9.966076e-03
## 2002       0.000      1.000 1.224410e-01 0.8775589920   8.192078e-03
## 2003       0.844      0.156 9.821330e-01 0.0178670254   8.905751e-01
## 2004       0.000      1.000 6.908007e-04 0.9993091993   4.284563e-04
## 2005       0.000      1.000 6.422561e-03 0.9935774389   1.201112e-02
## 2006       0.000      1.000 5.723744e-03 0.9942762561   1.013811e-02
## 2007       0.002      0.998 8.757822e-04 0.9991242178   1.128281e-03
## 2008       0.002      0.998 7.993331e-02 0.9200666875   1.630190e-03
## 2009       0.004      0.996 2.580745e-02 0.9741925524   7.353863e-02
## 2010       0.898      0.102 3.425198e-01 0.6574801739   2.156188e-01
## 2011       0.006      0.994 2.608076e-03 0.9973919238   2.435089e-04
## 2012       0.000      1.000 3.397470e-03 0.9966025303   1.062663e-03
## 2013       0.018      0.982 8.193885e-03 0.9918061152   1.099472e-03
## 2014       0.806      0.194 5.985990e-01 0.4014010210   2.480874e-01
## 2015       0.000      1.000 3.053764e-02 0.9694623628   4.429960e-03
## 2016       0.014      0.986 3.294265e-02 0.9670573469   9.635686e-03
## 2017       0.002      0.998 2.758183e-03 0.9972418169   3.915230e-03
## 2018       0.954      0.046 7.481195e-01 0.2518805016   4.611564e-01
## 2019       0.000      1.000 6.721099e-03 0.9932789009   8.959094e-04
## 2020       0.712      0.288 2.394424e-02 0.9760557650   3.581803e-01
## 2021       0.926      0.074 7.733516e-01 0.2266484043   7.244189e-01
## 2022       0.126      0.874 4.703110e-02 0.9529688953   1.480932e-03
## 2023       0.004      0.996 1.165448e-03 0.9988345518   8.798194e-04
## 2024       0.024      0.976 1.449413e-01 0.8550586859   2.930205e-01
## 2025       0.072      0.928 1.809355e-01 0.8190645325   2.211730e-01
## 2026       0.004      0.996 6.430140e-03 0.9935698604   5.006718e-03
## 2027       0.008      0.992 1.040499e-02 0.9895950131   2.774078e-02
## 2028       0.004      0.996 4.306831e-02 0.9569316921   7.987702e-02
## 2029       0.000      1.000 2.335454e-03 0.9976645456   1.174240e-03
## 2030       0.000      1.000 4.064806e-02 0.9593519424   8.677904e-03
## 2031       0.008      0.992 3.745806e-04 0.9996254194   2.661997e-03
## 2032       0.030      0.970 2.222152e-01 0.7777847546   6.774234e-02
## 2033       0.000      1.000 9.389909e-03 0.9906100908   6.259040e-03
## 2034       0.002      0.998 4.872506e-03 0.9951274941   3.364166e-03
## 2035       0.010      0.990 2.673868e-03 0.9973261316   4.819592e-03
## 2036       0.002      0.998 7.959459e-02 0.9204054142   2.439215e-02
## 2037       0.002      0.998 3.876614e-01 0.6123386064   2.791043e-01
## 2038       0.946      0.054 7.549654e-01 0.2450345543   8.151117e-01
## 2039       0.000      1.000 4.400248e-02 0.9559975172   1.075783e-01
## 2040       0.016      0.984 1.702918e-01 0.8297081560   1.362541e-01
## 2041       0.024      0.976 2.016262e-03 0.9979837380   1.316711e-02
## 2042       0.118      0.882 1.008011e-01 0.8991989210   8.334876e-02
## 2043       0.002      0.998 5.704086e-03 0.9942959135   5.692047e-03
## 2044       0.014      0.986 3.043445e-01 0.6956554566   2.472077e-01
## 2045       0.000      1.000 2.694690e-03 0.9973053101   4.224296e-03
## 2046       0.000      1.000 2.149469e-02 0.9785053114   1.137785e-02
## 2047       0.010      0.990 7.675176e-02 0.9232482405   2.903988e-01
## 2048       0.010      0.990 2.532498e-02 0.9746750158   3.388783e-02
## 2049       0.004      0.996 1.476156e-02 0.9852384364   1.220904e-02
## 2050       0.000      1.000 1.548542e-04 0.9998451458   1.768574e-03
## 2051       0.002      0.998 1.739380e-03 0.9982606198   1.525896e-03
## 2052       0.000      1.000 6.993772e-03 0.9930062283   3.638253e-02
## 2053       0.000      1.000 4.746521e-04 0.9995253479   1.453685e-02
## 2054       0.544      0.456 3.046900e-01 0.6953100360   1.431938e-01
## 2055       0.000      1.000 5.347150e-02 0.9465284956   1.817446e-02
## 2056       0.000      1.000 8.626935e-03 0.9913730650   2.738198e-03
## 2057       0.972      0.028 9.697299e-01 0.0302701174   8.996158e-01
## 2058       0.000      1.000 3.000017e-03 0.9969999825   1.361579e-02
## 2059       0.010      0.990 3.000880e-03 0.9969991199   4.262512e-03
## 2060       0.012      0.988 2.097733e-02 0.9790226681   2.396692e-02
## 2061       0.006      0.994 1.373280e-03 0.9986267201   2.863423e-02
## 2062       0.058      0.942 1.577880e-02 0.9842211962   1.689049e-01
## 2063       0.000      1.000 7.442667e-02 0.9255733262   8.067099e-02
## 2064       0.004      0.996 1.679569e-02 0.9832043134   3.609303e-02
## 2065       0.002      0.998 3.495416e-03 0.9965045836   5.816431e-03
## 2066       0.948      0.052 9.542940e-01 0.0457060153   8.139418e-01
## 2067       0.000      1.000 4.124245e-03 0.9958757546   8.510350e-04
## 2068       0.022      0.978 1.001891e-01 0.8998108818   2.410810e-02
## 2069       0.000      1.000 1.499856e-02 0.9850014397   2.109838e-02
## 2070       0.002      0.998 2.912097e-03 0.9970879034   1.154020e-02
## 2071       0.002      0.998 1.297978e-02 0.9870202229   6.497253e-03
## 2072       0.000      1.000 2.613034e-02 0.9738696555   5.547862e-02
## 2073       0.000      1.000 5.685571e-04 0.9994314429   2.098602e-03
## 2074       0.016      0.984 8.779430e-03 0.9912205705   1.203424e-02
## 2075       0.000      1.000 3.153998e-04 0.9996846002   3.354332e-03
## 2076       0.816      0.184 2.229513e-01 0.7770486545   8.261655e-02
## 2077       0.012      0.988 6.883214e-02 0.9311678610   4.014973e-01
## 2078       0.008      0.992 1.788947e-01 0.8211053413   2.993848e-03
## 2079       0.930      0.070 7.612357e-01 0.2387642865   5.416469e-01
## 2080       0.064      0.936 3.466073e-02 0.9653392716   6.843102e-02
## 2081       0.004      0.996 3.263642e-02 0.9673635757   8.688728e-02
## 2082       0.004      0.996 3.002352e-05 0.9999699765   2.157518e-03
## 2083       0.006      0.994 4.418200e-03 0.9955818003   1.280626e-02
## 2084       0.000      1.000 1.214216e-01 0.8785784494   1.939790e-02
## 2085       0.002      0.998 6.994976e-02 0.9300502363   1.845652e-01
## 2086       0.920      0.080 7.687101e-01 0.2312898698   2.100655e-01
## 2087       0.002      0.998 6.418222e-06 0.9999935818   6.037811e-04
## 2088       0.926      0.074 2.774292e-01 0.7225708237   9.302149e-01
## 2089       0.010      0.990 3.133230e-04 0.9996866770   1.558540e-03
## 2090       0.000      1.000 1.038310e-02 0.9896168978   9.562937e-03
## 2091       0.012      0.988 2.443322e-03 0.9975566776   4.252964e-03
## 2092       0.002      0.998 1.067613e-02 0.9893238746   1.375517e-03
## 2093       0.004      0.996 9.248348e-03 0.9907516516   1.624223e-02
## 2094       0.858      0.142 7.175347e-01 0.2824652980   1.888500e-01
## 2095       0.914      0.086 7.801595e-01 0.2198404874   6.632592e-01
## 2096       0.000      1.000 2.110888e-03 0.9978891123   1.232140e-03
## 2097       0.006      0.994 4.598119e-03 0.9954018808   8.135071e-04
## 2098       0.918      0.082 3.730648e-01 0.6269352217   4.110220e-02
## 2099       0.054      0.946 1.572520e-01 0.8427479966   1.170054e-01
## 2100       0.000      1.000 2.586988e-03 0.9974130121   8.722513e-03
## 2101       0.034      0.966 3.836002e-02 0.9616399804   2.234363e-02
## 2102       0.780      0.220 3.323153e-01 0.6676846992   1.824181e-01
## 2103       0.004      0.996 3.816061e-03 0.9961839387   2.136822e-02
## 2104       0.004      0.996 8.306193e-03 0.9916938066   2.317480e-02
## 2105       0.906      0.094 5.662388e-01 0.4337612185   2.511455e-01
## 2106       0.000      1.000 7.102376e-03 0.9928976243   3.901471e-02
## 2107       0.928      0.072 7.433422e-01 0.2566578167   6.258211e-01
## 2108       0.002      0.998 5.808689e-03 0.9941913105   1.009896e-02
## 2109       0.004      0.996 2.467242e-03 0.9975327577   4.416161e-02
## 2110       0.000      1.000 8.498211e-03 0.9915017885   1.847885e-02
## 2111       0.000      1.000 2.611537e-02 0.9738846308   4.055304e-03
## 2112       0.004      0.996 9.493235e-04 0.9990506765   1.827618e-02
## 2113       0.034      0.966 9.302380e-03 0.9906976200   2.734214e-03
## 2114       0.768      0.232 8.224445e-02 0.9177555542   3.674407e-01
## 2115       0.014      0.986 1.172354e-02 0.9882764582   6.453233e-02
## 2116       0.000      1.000 1.702245e-03 0.9982977554   8.979254e-02
## 2117       0.006      0.994 5.312673e-04 0.9994687327   2.742806e-03
## 2118       0.804      0.196 4.730748e-01 0.5269252263   3.791904e-01
## 2119       0.000      1.000 4.085582e-03 0.9959144177   1.078898e-02
## 2120       0.766      0.234 1.033399e-01 0.8966601428   1.443249e-01
## 2121       0.742      0.258 3.835489e-01 0.6164510819   8.710810e-02
## 2122       0.000      1.000 4.227276e-04 0.9995772724   1.136113e-02
## 2123       0.000      1.000 2.146201e-03 0.9978537991   3.592013e-03
## 2124       0.002      0.998 3.231231e-03 0.9967687687   1.623221e-03
## 2125       0.004      0.996 4.005426e-03 0.9959945738   6.416171e-03
## 2126       0.000      1.000 3.989471e-03 0.9960105294   4.253446e-03
## 2127       0.962      0.038 4.195228e-01 0.5804772341   3.240990e-01
## 2128       0.016      0.984 6.284762e-03 0.9937152376   6.656789e-04
## 2129       0.006      0.994 3.763577e-02 0.9623642255   9.695285e-03
## 2130       0.002      0.998 2.602083e-02 0.9739791650   2.024323e-02
## 2131       0.000      1.000 3.878854e-02 0.9612114562   8.859197e-02
## 2132       0.004      0.996 5.180456e-02 0.9481954380   1.956868e-02
## 2133       0.000      1.000 4.229404e-03 0.9957705961   1.034331e-02
## 2134       0.022      0.978 3.628272e-02 0.9637172814   1.939315e-02
## 2135       0.062      0.938 3.196415e-03 0.9968035848   7.955246e-03
## 2136       0.002      0.998 1.029899e-01 0.8970101453   5.842033e-02
## 2137       0.002      0.998 8.255298e-03 0.9917447016   4.021292e-02
## 2138       0.004      0.996 5.443458e-03 0.9945565421   1.424169e-03
## 2139       0.072      0.928 4.282416e-01 0.5717583886   1.507440e-01
## 2140       0.014      0.986 6.528179e-02 0.9347182086   1.372793e-02
## 2141       0.002      0.998 4.811792e-03 0.9951882079   3.636021e-03
## 2142       0.004      0.996 1.097749e-01 0.8902250741   1.815632e-02
## 2143       0.002      0.998 2.534956e-02 0.9746504394   1.675420e-02
## 2144       0.002      0.998 2.407846e-02 0.9759215383   9.649067e-02
## 2145       0.018      0.982 9.886336e-04 0.9990113664   1.104442e-02
## 2146       0.004      0.996 9.963410e-02 0.9003659030   2.018793e-01
## 2147       0.010      0.990 1.027672e-04 0.9998972328   7.665487e-03
## 2148       0.020      0.980 3.187092e-04 0.9996812908   3.617276e-03
## 2149       0.690      0.310 7.068590e-01 0.2931409812   4.724140e-01
## 2150       0.004      0.996 1.703556e-02 0.9829644370   3.724040e-02
## 2151       0.000      1.000 1.376018e-03 0.9986239821   4.398581e-03
## 2152       0.988      0.012 8.750107e-01 0.1249893382   6.180128e-01
## 2153       0.000      1.000 2.075764e-03 0.9979242364   3.348441e-02
## 2154       0.028      0.972 1.591232e-01 0.8408768450   8.985131e-03
## 2155       0.000      1.000 2.206642e-02 0.9779335781   9.784361e-02
## 2156       0.002      0.998 4.130389e-05 0.9999586961   1.367624e-04
## 2157       0.000      1.000 6.021249e-03 0.9939787508   2.195166e-03
## 2158       0.002      0.998 8.341040e-04 0.9991658960   2.874291e-04
## 2159       0.002      0.998 1.176342e-02 0.9882365850   4.388112e-02
## 2160       0.916      0.084 7.396466e-01 0.2603534220   4.957457e-01
## 2161       0.000      1.000 3.275554e-02 0.9672444556   3.133201e-02
## 2162       0.682      0.318 4.980147e-02 0.9501985317   3.467640e-02
## 2163       0.038      0.962 9.552191e-03 0.9904478095   5.947258e-03
## 2164       0.004      0.996 1.221199e-02 0.9877880128   2.196414e-02
## 2165       0.002      0.998 3.552318e-03 0.9964476821   7.615794e-03
## 2166       0.932      0.068 9.839928e-01 0.0160072039   9.381044e-01
## 2167       0.004      0.996 1.524763e-04 0.9998475237   6.913210e-04
## 2168       0.008      0.992 1.009847e-02 0.9899015265   8.854771e-02
## 2169       0.010      0.990 1.947789e-01 0.8052210897   7.969856e-02
## 2170       0.002      0.998 2.898312e-02 0.9710168806   3.470638e-02
## 2171       0.000      1.000 4.053168e-03 0.9959468319   1.509684e-02
## 2172       0.000      1.000 4.259881e-02 0.9574011877   1.102993e-01
## 2173       0.038      0.962 1.598123e-02 0.9840187679   1.622181e-02
## 2174       0.002      0.998 4.051551e-02 0.9594844878   6.387880e-02
## 2175       0.962      0.038 8.680886e-01 0.1319113713   9.322228e-01
## 2176       0.002      0.998 1.538555e-02 0.9846144502   2.491618e-03
## 2177       0.004      0.996 1.399684e-01 0.8600315504   6.032712e-02
## 2178       0.006      0.994 2.604938e-02 0.9739506228   2.485437e-02
## 2179       0.006      0.994 3.309812e-01 0.6690188399   7.349700e-02
## 2180       0.000      1.000 3.473498e-02 0.9652650210   6.090366e-02
## 2181       0.012      0.988 5.449777e-03 0.9945502226   2.552268e-03
## 2182       0.008      0.992 1.288475e-02 0.9871152467   1.107973e-03
## 2183       0.000      1.000 3.664571e-03 0.9963354290   1.632766e-03
## 2184       0.012      0.988 2.453606e-02 0.9754639389   1.029348e-02
## 2185       0.006      0.994 2.720855e-02 0.9727914488   2.953440e-02
## 2186       0.000      1.000 2.675367e-03 0.9973246325   1.836198e-02
## 2187       0.840      0.160 5.182691e-01 0.4817309312   7.608980e-01
## 2188       0.034      0.966 1.559571e-02 0.9844042876   8.509210e-03
## 2189       0.000      1.000 1.952948e-02 0.9804705190   2.327325e-02
## 2190       0.004      0.996 2.578030e-02 0.9742196981   6.051501e-03
## 2191       0.002      0.998 1.281366e-02 0.9871863384   2.180613e-03
## 2192       0.034      0.966 2.878186e-02 0.9712181428   9.901809e-03
## 2193       0.012      0.988 3.229227e-03 0.9967707726   1.105360e-02
## 2194       0.892      0.108 4.745965e-01 0.5254034662   5.626206e-01
## 2195       0.010      0.990 1.247637e-01 0.8752362974   6.781112e-02
## 2196       0.000      1.000 4.617032e-04 0.9995382968   2.123905e-03
## 2197       0.002      0.998 1.596154e-02 0.9840384636   1.962974e-02
## 2198       0.062      0.938 3.567806e-03 0.9964321943   6.680486e-02
## 2199       0.964      0.036 9.915254e-01 0.0084745558   9.746746e-01
## 2200       0.000      1.000 1.796004e-04 0.9998203996   1.085530e-03
## 2201       0.968      0.032 5.316262e-01 0.4683738078   5.092726e-01
## 2202       0.002      0.998 2.192809e-03 0.9978071906   8.606427e-03
## 2203       0.110      0.890 5.667457e-02 0.9433254270   1.402583e-01
## 2204       0.940      0.060 6.984827e-01 0.3015172771   3.250195e-02
## 2205       0.012      0.988 4.762226e-01 0.5237773969   4.553402e-02
## 2206       0.686      0.314 5.686940e-01 0.4313060170   2.641939e-01
## 2207       0.002      0.998 1.128086e-01 0.8871914147   8.115837e-03
## 2208       0.710      0.290 1.540980e-01 0.8459019609   2.592589e-02
## 2209       0.000      1.000 8.695073e-04 0.9991304927   9.027464e-02
## 2210       0.002      0.998 5.129509e-02 0.9487049062   1.574516e-01
## 2211       0.000      1.000 4.873017e-04 0.9995126983   3.093963e-03
## 2212       0.000      1.000 1.673044e-03 0.9983269560   3.896380e-03
## 2213       0.000      1.000 7.113568e-03 0.9928864322   1.908368e-02
## 2214       0.000      1.000 4.471234e-03 0.9955287655   2.531797e-02
## 2215       0.000      1.000 5.208723e-03 0.9947912773   3.161991e-03
## 2216       0.010      0.990 2.355604e-02 0.9764439557   8.916533e-03
## 2217       0.000      1.000 3.130568e-02 0.9686943155   5.897253e-02
## 2218       0.982      0.018 9.661979e-01 0.0338021119   8.884974e-01
## 2219       0.004      0.996 1.670513e-01 0.8329487370   9.740927e-02
## 2220       0.022      0.978 2.802145e-02 0.9719785474   2.784445e-02
## 2221       0.004      0.996 8.297584e-02 0.9170241593   1.146248e-02
## 2222       0.028      0.972 1.552831e-02 0.9844716940   2.974149e-02
## 2223       0.000      1.000 5.461593e-03 0.9945384073   1.244411e-02
## 2224       0.000      1.000 1.414715e-02 0.9858528466   9.505459e-03
## 2225       0.016      0.984 5.833483e-03 0.9941665168   5.644422e-02
## 2226       0.004      0.996 1.720933e-03 0.9982790669   2.748245e-03
## 2227       0.002      0.998 3.341330e-03 0.9966586703   1.773425e-02
## 2228       0.902      0.098 6.244043e-01 0.3755956790   2.623636e-01
## 2229       0.648      0.352 5.735787e-01 0.4264212805   8.839150e-01
## 2230       0.014      0.986 2.603370e-02 0.9739663048   1.294364e-02
## 2231       0.000      1.000 4.474514e-04 0.9995525486   6.930607e-04
## 2232       0.008      0.992 1.648045e-04 0.9998351955   1.668537e-04
## 2233       0.000      1.000 2.244166e-03 0.9977558344   3.353547e-03
## 2234       0.008      0.992 1.887123e-04 0.9998112877   2.952221e-03
## 2235       0.610      0.390 2.899770e-01 0.7100230230   2.374708e-01
## 2236       0.000      1.000 1.503326e-03 0.9984966741   7.142072e-03
## 2237       0.008      0.992 8.348910e-03 0.9916510902   3.562835e-02
## 2238       0.064      0.936 2.462480e-02 0.9753751998   1.575826e-02
## 2239       0.988      0.012 8.966104e-01 0.1033895676   7.414724e-01
## 2240       0.712      0.288 7.539111e-02 0.9246088882   3.438808e-02
## 2241       0.952      0.048 7.865778e-01 0.2134222141   6.387690e-01
## 2242       0.002      0.998 4.021227e-03 0.9959787732   2.175346e-02
## 2243       0.000      1.000 9.482445e-04 0.9990517555   5.353764e-04
## 2244       0.816      0.184 6.012270e-01 0.3987729599   5.997706e-01
## 2245       0.000      1.000 7.172261e-04 0.9992827739   6.209135e-04
## 2246       0.000      1.000 1.247297e-04 0.9998752703   5.911283e-04
## 2247       0.056      0.944 9.887222e-04 0.9990112778   6.426050e-03
## 2248       0.000      1.000 1.875017e-03 0.9981249833   3.662231e-03
## 2249       0.028      0.972 2.221334e-02 0.9777866566   1.941788e-02
## 2250       0.002      0.998 8.460321e-03 0.9915396790   7.104199e-03
## 2251       0.088      0.912 1.856659e-03 0.9981433414   2.832588e-02
## 2252       0.000      1.000 3.107996e-03 0.9968920040   6.678213e-03
## 2253       0.000      1.000 5.166405e-03 0.9948335953   3.590787e-03
## 2254       0.000      1.000 1.007193e-02 0.9899280650   3.765593e-02
## 2255       0.000      1.000 1.646475e-04 0.9998353525   1.908487e-03
## 2256       0.000      1.000 1.253355e-02 0.9874664486   1.655183e-03
## 2257       0.004      0.996 3.932246e-03 0.9960677541   5.898118e-03
## 2258       0.644      0.356 8.294073e-01 0.1705927014   8.039494e-01
## 2259       0.020      0.980 1.607332e-01 0.8392668308   9.433799e-02
## 2260       0.942      0.058 7.967093e-01 0.2032907008   4.513183e-01
## 2261       0.054      0.946 5.099622e-03 0.9949003782   8.326046e-02
## 2262       0.000      1.000 1.377172e-03 0.9986228279   2.801546e-04
## 2263       0.002      0.998 9.698185e-03 0.9903018154   6.000972e-04
## 2264       0.004      0.996 3.293724e-03 0.9967062759   9.206854e-04
## 2265       0.036      0.964 2.668348e-02 0.9733165181   6.314044e-02
## 2266       0.944      0.056 8.987339e-01 0.1012661115   8.262597e-01
## 2267       0.000      1.000 3.774926e-03 0.9962250739   5.579575e-03
## 2268       0.008      0.992 4.004237e-03 0.9959957626   1.131039e-02
## 2269       0.000      1.000 7.515992e-02 0.9248400837   8.154622e-02
## 2270       0.000      1.000 2.271243e-04 0.9997728757   2.271255e-03
## 2271       0.000      1.000 2.826195e-02 0.9717380469   1.176998e-02
## 2272       0.000      1.000 1.566644e-04 0.9998433356   3.503841e-03
## 2273       0.010      0.990 2.241138e-02 0.9775886204   1.221157e-02
## 2274       0.000      1.000 4.513604e-02 0.9548639579   1.492216e-02
## 2275       0.000      1.000 3.027836e-03 0.9969721642   2.250387e-03
## 2276       0.970      0.030 9.380714e-01 0.0619286006   8.159736e-01
## 2277       0.000      1.000 4.516569e-03 0.9954834315   6.209472e-03
## 2278       0.006      0.994 2.434844e-02 0.9756515590   7.164184e-03
## 2279       0.018      0.982 1.401337e-01 0.8598662813   9.171127e-02
## 2280       0.000      1.000 1.634127e-03 0.9983658730   2.803737e-03
## 2281       0.000      1.000 4.318187e-03 0.9956818129   4.791566e-03
## 2282       0.032      0.968 1.368758e-02 0.9863124246   2.256692e-02
## 2283       0.000      1.000 2.197975e-04 0.9997802025   1.067132e-04
## 2284       0.950      0.050 9.689145e-01 0.0310854745   8.558323e-01
## 2285       0.006      0.994 2.572163e-01 0.7427836630   1.334789e-01
## 2286       0.006      0.994 2.417581e-02 0.9758241932   1.328945e-03
## 2287       0.002      0.998 2.648899e-03 0.9973511014   4.091257e-03
## 2288       0.000      1.000 2.139168e-02 0.9786083183   2.294711e-02
## 2289       0.000      1.000 3.252539e-03 0.9967474606   4.290117e-04
## 2290       0.002      0.998 1.248271e-02 0.9875172857   5.939012e-03
## 2291       0.002      0.998 5.554643e-02 0.9444535710   7.606018e-02
## 2292       0.000      1.000 3.351315e-03 0.9966486850   2.540753e-03
## 2293       0.004      0.996 3.738656e-03 0.9962613440   1.715590e-03
## 2294       0.000      1.000 5.645346e-03 0.9943546536   3.487085e-03
## 2295       0.048      0.952 2.934030e-02 0.9706597000   1.534958e-03
## 2296       0.008      0.992 7.554310e-02 0.9244568994   6.342618e-02
## 2297       0.018      0.982 2.108060e-01 0.7891940440   3.477440e-02
## 2298       0.164      0.836 5.018059e-01 0.4981941403   3.455259e-01
## 2299       0.002      0.998 6.166645e-03 0.9938333545   9.133173e-03
## 2300       0.002      0.998 3.430521e-02 0.9656947909   7.520473e-03
## 2301       0.000      1.000 2.112069e-03 0.9978879309   5.589057e-04
## 2302       0.000      1.000 4.009809e-02 0.9599019056   2.691350e-02
## 2303       0.004      0.996 6.463727e-03 0.9935362726   3.568220e-04
## 2304       0.062      0.938 5.402237e-03 0.9945977629   2.939459e-02
## 2305       0.000      1.000 1.525192e-02 0.9847480831   1.902362e-02
## 2306       0.002      0.998 1.830331e-03 0.9981696685   4.993461e-03
## 2307       0.006      0.994 5.451364e-03 0.9945486359   4.703995e-02
## 2308       0.002      0.998 4.837208e-02 0.9516279237   1.063620e-01
## 2309       0.000      1.000 1.164479e-02 0.9883552057   3.895668e-03
## 2310       0.000      1.000 9.212593e-05 0.9999078741   3.243767e-03
## 2311       0.000      1.000 2.123818e-03 0.9978761825   6.024123e-03
## 2312       0.012      0.988 4.602329e-01 0.5397671038   6.786085e-02
## 2313       0.000      1.000 1.868838e-03 0.9981311617   3.728031e-03
## 2314       0.000      1.000 3.105794e-04 0.9996894206   1.674458e-03
## 2315       0.000      1.000 8.097742e-03 0.9919022576   1.352357e-02
## 2316       0.000      1.000 8.733587e-04 0.9991266413   3.155914e-03
## 2317       0.000      1.000 7.451960e-03 0.9925480396   2.232244e-04
## 2318       0.810      0.190 2.975711e-01 0.7024289041   1.981510e-01
## 2319       0.020      0.980 4.926599e-03 0.9950734015   1.262413e-02
## 2320       0.982      0.018 9.679295e-01 0.0320704539   8.805417e-01
## 2321       0.026      0.974 1.721873e-03 0.9982781275   6.447971e-03
## 2322       0.002      0.998 7.109163e-03 0.9928908367   5.836576e-03
## 2323       0.012      0.988 3.408246e-03 0.9965917539   1.240930e-03
## 2324       0.000      1.000 8.809974e-03 0.9911900257   1.251919e-02
## 2325       0.000      1.000 8.336468e-03 0.9916635322   2.547412e-03
## 2326       0.002      0.998 4.300998e-03 0.9956990018   3.628621e-03
## 2327       0.004      0.996 4.144719e-02 0.9585528135   2.964297e-01
## 2328       0.550      0.450 1.312715e-01 0.8687284891   4.700889e-01
## 2329       0.000      1.000 1.830758e-03 0.9981692423   9.732659e-03
## 2330       0.060      0.940 3.696146e-01 0.6303854359   1.062799e-01
## 2331       0.008      0.992 4.466772e-04 0.9995533228   1.329173e-02
## 2332       0.000      1.000 3.416058e-04 0.9996583942   4.892019e-03
## 2333       0.012      0.988 3.095853e-03 0.9969041472   6.779313e-03
## 2334       0.968      0.032 9.513704e-01 0.0486296044   3.879422e-01
## 2335       0.002      0.998 2.078741e-02 0.9792125877   3.065754e-02
## 2336       0.162      0.838 2.717659e-03 0.9972823410   3.014388e-02
## 2337       0.862      0.138 9.692077e-01 0.0307923495   9.026254e-01
## 2338       0.002      0.998 5.781788e-04 0.9994218212   1.982258e-02
## 2339       0.000      1.000 6.612408e-05 0.9999338759   2.391087e-03
## 2340       0.022      0.978 1.213981e-02 0.9878601912   6.226248e-03
## 2341       0.002      0.998 1.100624e-02 0.9889937578   2.461452e-02
## 2342       0.012      0.988 2.866772e-02 0.9713322757   1.703026e-02
## 2343       0.002      0.998 7.740585e-03 0.9922594150   1.858378e-03
## 2344       0.000      1.000 1.251268e-03 0.9987487322   2.046382e-02
## 2345       0.002      0.998 5.649425e-05 0.9999435058   1.993187e-03
## 2346       0.020      0.980 5.633133e-04 0.9994366867   2.770965e-04
## 2347       0.010      0.990 4.698226e-02 0.9530177397   3.057658e-02
## 2348       0.008      0.992 3.951405e-03 0.9960485948   2.958250e-02
## 2349       0.006      0.994 1.366936e-01 0.8633063951   1.980287e-01
## 2350       0.970      0.030 9.685561e-01 0.0314438866   9.482772e-01
## 2351       0.048      0.952 1.704229e-01 0.8295770608   4.566506e-03
## 2352       0.000      1.000 2.097203e-03 0.9979027973   1.774001e-03
## 2353       0.010      0.990 1.272977e-02 0.9872702255   6.174729e-02
## 2354       0.002      0.998 2.856164e-02 0.9714383626   5.724419e-02
## 2355       0.012      0.988 8.567061e-04 0.9991432939   8.003671e-03
## 2356       0.976      0.024 9.983668e-01 0.0016331716   9.354777e-01
## 2357       0.000      1.000 2.312267e-03 0.9976877335   4.754347e-03
## 2358       0.000      1.000 5.599810e-03 0.9944001904   4.162574e-03
## 2359       0.000      1.000 2.153526e-02 0.9784647418   1.713817e-02
## 2360       0.034      0.966 6.218539e-03 0.9937814605   1.911294e-02
## 2361       0.000      1.000 2.141478e-04 0.9997858522   2.736155e-03
## 2362       0.030      0.970 1.731161e-01 0.8268839235   8.100458e-02
## 2363       0.962      0.038 8.796097e-01 0.1203902661   7.257460e-01
## 2364       0.938      0.062 9.544473e-01 0.0455526589   6.818851e-01
## 2365       0.002      0.998 5.227855e-03 0.9947721453   3.052267e-02
## 2366       0.000      1.000 4.783101e-03 0.9952168988   6.216777e-03
## 2367       0.000      1.000 7.532889e-03 0.9924671113   5.121064e-02
## 2368       0.008      0.992 1.496894e-01 0.8503105641   1.890612e-01
## 2369       0.010      0.990 5.627743e-03 0.9943722572   5.117079e-02
## 2370       0.086      0.914 1.270251e-02 0.9872974943   2.877382e-01
## 2371       0.012      0.988 1.064060e-03 0.9989359401   4.994089e-03
## 2372       0.954      0.046 9.517520e-01 0.0482479725   7.838173e-01
## 2373       0.970      0.030 8.590554e-01 0.1409446016   7.339746e-01
## 2374       0.022      0.978 1.247458e-01 0.8752541848   7.441871e-02
## 2375       0.002      0.998 1.896470e-03 0.9981035305   1.203785e-02
## 2376       0.042      0.958 7.462171e-03 0.9925378287   3.938507e-02
## 2377       0.002      0.998 7.366599e-03 0.9926334012   5.173541e-02
## 2378       0.964      0.036 9.797664e-01 0.0202336076   9.540546e-01
## 2379       0.000      1.000 6.557080e-04 0.9993442920   3.161164e-02
## 2380       0.022      0.978 1.703355e-02 0.9829664497   5.024210e-03
## 2381       0.000      1.000 1.747763e-04 0.9998252237   2.978758e-03
## 2382       0.000      1.000 4.507003e-05 0.9999549300   4.421980e-03
## 2383       0.002      0.998 3.330874e-04 0.9996669126   9.594369e-03
## 2384       0.006      0.994 2.995219e-02 0.9700478070   9.075481e-03
## 2385       0.002      0.998 4.324758e-03 0.9956752421   1.059516e-02
## 2386       0.866      0.134 8.517816e-01 0.1482184387   4.068107e-01
## 2387       0.036      0.964 4.976266e-02 0.9502373361   1.353488e-01
## 2388       0.006      0.994 9.823118e-02 0.9017688175   1.451420e-02
## 2389       0.002      0.998 1.172916e-03 0.9988270837   6.869641e-03
## 2390       0.000      1.000 3.161578e-04 0.9996838422   5.035313e-03
## 2391       0.012      0.988 4.261103e-03 0.9957388973   5.157393e-03
## 2392       0.806      0.194 3.500844e-01 0.6499155735   3.158817e-01
## 2393       0.006      0.994 2.889341e-02 0.9711065850   3.432728e-02
## 2394       0.006      0.994 5.969867e-02 0.9403013256   8.432192e-03
## 2395       0.000      1.000 2.699677e-03 0.9973003231   3.832633e-02
## 2396       0.046      0.954 2.294135e-03 0.9977058648   4.385463e-02
## 2397       0.960      0.040 7.928522e-01 0.2071478022   5.232936e-01
## 2398       0.140      0.860 8.091360e-01 0.1908640287   5.517855e-01
## 2399       0.060      0.940 1.746360e-01 0.8253639506   1.209291e-01
## 2400       0.000      1.000 1.636747e-03 0.9983632527   7.283977e-03
## 2401       0.040      0.960 5.269976e-04 0.9994730024   7.158714e-03
## 2402       0.006      0.994 1.546646e-01 0.8453354403   1.530927e-01
## 2403       0.992      0.008 9.946096e-01 0.0053904228   9.342403e-01
## 2404       0.014      0.986 4.648952e-05 0.9999535105   3.654300e-03
## 2405       0.000      1.000 4.357921e-03 0.9956420794   2.322203e-02
## 2406       0.000      1.000 5.655055e-04 0.9994344945   1.598391e-02
## 2407       0.008      0.992 2.233327e-03 0.9977666727   1.283480e-02
## 2408       0.016      0.984 6.654674e-04 0.9993345326   2.857792e-02
## 2409       0.786      0.214 9.490428e-01 0.0509571524   8.482795e-01
## 2410       0.970      0.030 9.450851e-01 0.0549148508   7.438599e-01
## 2411       0.096      0.904 2.156929e-04 0.9997843071   2.037752e-03
## 2412       0.006      0.994 1.505809e-03 0.9984941913   9.637389e-03
## 2413       0.008      0.992 1.989056e-02 0.9801094388   1.295855e-01
## 2414       0.000      1.000 1.856911e-03 0.9981430887   1.288752e-02
## 2415       0.000      1.000 7.211484e-04 0.9992788516   8.798755e-03
## 2416       0.960      0.040 8.725815e-01 0.1274184637   5.939278e-01
## 2417       0.912      0.088 9.764064e-01 0.0235936393   7.326807e-01
## 2418       0.922      0.078 9.907955e-01 0.0092044528   9.309219e-01
## 2419       0.008      0.992 1.241539e-04 0.9998758461   6.533528e-04
## 2420       0.012      0.988 4.477078e-03 0.9955229216   3.576340e-02
## 2421       0.000      1.000 6.605881e-04 0.9993394119   1.199917e-02
## 2422       0.484      0.516 7.880656e-01 0.2119343611   8.480555e-01
## 2423       0.002      0.998 1.274514e-02 0.9872548642   6.522148e-02
## 2424       0.014      0.986 1.937020e-01 0.8062980189   1.193868e-02
## 2425       0.770      0.230 9.324101e-01 0.0675898643   2.272040e-01
## 2426       0.000      1.000 5.084136e-04 0.9994915864   2.746120e-03
## 2427       0.002      0.998 4.333345e-03 0.9956666546   2.198003e-02
## 2428       0.002      0.998 4.260839e-04 0.9995739161   3.928290e-03
## 2429       0.000      1.000 1.358366e-02 0.9864163380   5.361592e-03
## 2430       0.004      0.996 4.926376e-03 0.9950736244   2.604562e-02
## 2431       0.964      0.036 8.309675e-01 0.1690325013   3.270695e-01
## 2432       0.000      1.000 2.182709e-03 0.9978172912   3.598345e-03
## 2433       0.986      0.014 8.807280e-01 0.1192720150   8.538878e-01
## 2434       0.012      0.988 1.777368e-02 0.9822263236   4.988453e-03
## 2435       0.004      0.996 1.321527e-01 0.8678473053   9.616185e-02
## 2436       0.006      0.994 2.996880e-04 0.9997003120   1.475550e-02
## 2437       0.004      0.996 7.627565e-03 0.9923724355   8.486236e-03
## 2438       0.014      0.986 5.621400e-03 0.9943785998   2.869049e-02
## 2439       0.024      0.976 1.620866e-02 0.9837913440   2.325326e-02
## 2440       0.036      0.964 1.940213e-01 0.8059786841   1.771323e-01
## 2441       0.136      0.864 1.434824e-01 0.8565176158   6.067021e-02
## 2442       0.002      0.998 7.014978e-04 0.9992985022   3.468955e-03
## 2443       0.022      0.978 8.065453e-01 0.1934547281   6.675661e-01
## 2444       0.014      0.986 1.064237e-01 0.8935762717   3.721679e-02
## 2445       0.000      1.000 4.218454e-02 0.9578154553   3.698111e-02
## 2446       0.000      1.000 3.346162e-02 0.9665383837   6.252652e-02
## 2447       0.896      0.104 2.625975e-01 0.7374024976   2.057341e-01
## 2448       0.000      1.000 1.856156e-03 0.9981438439   4.155991e-03
## 2449       0.000      1.000 3.595496e-04 0.9996404504   1.824898e-02
## 2450       0.912      0.088 8.055452e-01 0.1944547712   3.499662e-01
## 2451       0.010      0.990 1.065456e-01 0.8934544361   1.782316e-02
## 2452       0.010      0.990 2.846824e-02 0.9715317572   2.065103e-02
## 2453       0.016      0.984 1.148997e-03 0.9988510031   1.104675e-02
## 2454       1.000      0.000 9.875942e-01 0.0124057921   8.710723e-01
## 2455       0.946      0.054 4.017807e-01 0.5982192881   4.593547e-01
## 2456       0.002      0.998 2.950640e-03 0.9970493596   3.158157e-03
## 2457       0.008      0.992 7.738741e-03 0.9922612593   8.525223e-03
## 2458       0.062      0.938 2.655358e-02 0.9734464224   8.063126e-02
## 2459       0.984      0.016 9.931270e-01 0.0068729513   9.860783e-01
## 2460       0.946      0.054 9.975104e-01 0.0024896456   9.093955e-01
## 2461       0.002      0.998 7.975045e-03 0.9920249551   5.511747e-03
## 2462       0.686      0.314 5.255293e-03 0.9947447070   2.751349e-01
## 2463       0.000      1.000 1.546571e-03 0.9984534285   8.033101e-03
## 2464       0.010      0.990 1.846200e-02 0.9815380014   1.276144e-02
## 2465       0.950      0.050 9.532426e-01 0.0467573648   7.751942e-01
## 2466       0.008      0.992 1.345349e-02 0.9865465108   2.593575e-02
## 2467       0.010      0.990 6.508716e-02 0.9349128426   8.692615e-02
## 2468       0.000      1.000 1.160250e-02 0.9883974979   4.337460e-02
## 2469       0.008      0.992 7.372985e-04 0.9992627015   8.371474e-03
## 2470       0.976      0.024 9.455577e-01 0.0544423066   8.863443e-01
## 2471       0.014      0.986 5.767176e-02 0.9423282411   6.410805e-02
## 2472       0.054      0.946 1.325947e-01 0.8674053137   1.570301e-01
## 2473       0.014      0.986 3.825427e-04 0.9996174573   8.384756e-03
## 2474       0.006      0.994 2.276623e-03 0.9977233766   3.475174e-03
## 2475       0.990      0.010 9.465853e-01 0.0534147369   8.313495e-01
## 2476       0.064      0.936 1.107481e-01 0.8892519254   1.169508e-01
## 2477       0.002      0.998 3.064469e-03 0.9969355313   7.110986e-03
## 2478       0.004      0.996 2.750617e-02 0.9724938250   1.631661e-02
## 2479       0.046      0.954 4.978503e-02 0.9502149658   1.356563e-01
## 2480       0.006      0.994 7.474654e-03 0.9925253459   2.010347e-02
## 2481       0.024      0.976 1.876300e-04 0.9998123700   3.723938e-03
## 2482       0.022      0.978 5.369063e-03 0.9946309366   1.836442e-02
## 2483       0.002      0.998 6.125689e-03 0.9938743105   1.962788e-02
## 2484       0.000      1.000 4.989966e-03 0.9950100342   1.848341e-02
## 2485       0.006      0.994 8.530678e-04 0.9991469322   1.574703e-02
## 2486       0.006      0.994 1.272545e-04 0.9998727455   3.576450e-03
## 2487       0.000      1.000 2.765169e-02 0.9723483114   3.932117e-02
## 2488       0.950      0.050 9.436660e-01 0.0563339723   6.800005e-01
## 2489       0.000      1.000 3.764279e-04 0.9996235721   3.237100e-03
## 2490       0.000      1.000 1.525969e-02 0.9847403116   6.872259e-03
## 2491       0.020      0.980 4.144820e-04 0.9995855180   4.181417e-03
## 2492       0.006      0.994 1.872035e-03 0.9981279652   2.304687e-02
## 2493       0.000      1.000 2.926576e-05 0.9999707342   5.624420e-03
## 2494       0.008      0.992 3.784320e-01 0.6215680070   1.449697e-01
## 2495       0.006      0.994 1.085517e-02 0.9891448250   1.467201e-02
## 2496       0.028      0.972 2.395624e-02 0.9760437613   2.249923e-02
## 2497       0.000      1.000 1.539392e-03 0.9984606079   1.131445e-03
## 2498       0.008      0.992 1.553517e-02 0.9844648293   1.489011e-02
## 2499       0.952      0.048 5.522202e-01 0.4477798207   2.824671e-01
## 2500       0.006      0.994 1.568235e-02 0.9843176484   1.837910e-02
## 2501       0.006      0.994 6.003642e-03 0.9939963581   3.381612e-03
## 2502       0.014      0.986 2.406237e-03 0.9975937627   5.892666e-02
## 2503       0.202      0.798 8.910852e-01 0.1089147839   5.303425e-01
## 2504       0.760      0.240 1.283962e-01 0.8716038074   3.912074e-01
## 2505       0.004      0.996 1.807211e-03 0.9981927892   1.131417e-03
## 2506       0.004      0.996 3.807517e-04 0.9996192483   2.175771e-03
## 2507       0.012      0.988 2.878575e-02 0.9712142487   6.930605e-02
## 2508       0.000      1.000 1.004280e-02 0.9899572040   1.943876e-02
## 2509       0.888      0.112 9.702428e-01 0.0297571819   7.606721e-01
## 2510       0.016      0.984 1.096623e-02 0.9890337727   1.102724e-02
## 2511       0.012      0.988 7.835830e-03 0.9921641700   3.216230e-02
## 2512       0.004      0.996 1.229354e-02 0.9877064635   1.996120e-02
## 2513       0.000      1.000 1.339183e-04 0.9998660817   1.443733e-03
## 2514       0.928      0.072 9.181192e-01 0.0818807731   7.819139e-01
## 2515       0.966      0.034 9.333756e-01 0.0666243547   9.153148e-01
## 2516       0.992      0.008 9.446545e-01 0.0553455437   9.167985e-01
## 2517       0.026      0.974 3.266988e-02 0.9673301158   8.004234e-02
## 2518       0.006      0.994 4.082099e-03 0.9959179007   2.093130e-03
## 2519       0.952      0.048 9.470064e-01 0.0529936122   7.878489e-01
## 2520       0.004      0.996 8.752302e-04 0.9991247698   7.200620e-03
## 2521       0.000      1.000 6.479218e-03 0.9935207819   6.311557e-03
## 2522       0.036      0.964 6.983338e-01 0.3016662223   3.219775e-01
## 2523       0.006      0.994 1.338860e-03 0.9986611403   2.938743e-02
## 2524       0.934      0.066 4.761989e-01 0.5238011465   2.315125e-01
## 2525       0.002      0.998 7.652223e-04 0.9992347777   6.853952e-03
## 2526       0.190      0.810 3.973926e-01 0.6026074227   1.159057e-02
## 2527       0.002      0.998 7.535643e-02 0.9246435661   8.216353e-02
## 2528       0.984      0.016 8.783195e-01 0.1216805401   7.847488e-01
## 2529       0.004      0.996 4.233198e-03 0.9957668019   1.119541e-02
## 2530       0.010      0.990 2.607639e-03 0.9973923612   5.368673e-03
## 2531       0.004      0.996 5.320157e-02 0.9467984321   1.529665e-01
## 2532       0.948      0.052 9.411134e-01 0.0588865921   4.855852e-01
## 2533       0.026      0.974 1.197021e-01 0.8802978868   1.219523e-02
## 2534       0.000      1.000 1.021760e-01 0.8978239864   6.080105e-02
## 2535       0.054      0.946 1.595845e-01 0.8404155364   1.672203e-01
## 2536       0.000      1.000 3.257138e-04 0.9996742862   7.780385e-03
## 2537       0.920      0.080 9.425773e-01 0.0574227432   8.172024e-01
## 2538       0.000      1.000 6.076296e-03 0.9939237042   4.122443e-02
## 2539       0.006      0.994 3.142164e-02 0.9685783555   8.079646e-02
## 2540       0.018      0.982 3.009020e-02 0.9699098016   3.932897e-02
## 2541       0.006      0.994 3.057358e-03 0.9969426422   1.093464e-02
## 2542       0.000      1.000 1.862083e-03 0.9981379169   1.458817e-02
## 2543       0.012      0.988 5.169135e-03 0.9948308651   4.107491e-03
## 2544       0.010      0.990 5.607326e-03 0.9943926740   4.242788e-02
## 2545       0.002      0.998 3.766204e-02 0.9623379621   6.210873e-02
## 2546       0.000      1.000 3.595516e-04 0.9996404484   4.701213e-03
## 2547       0.004      0.996 3.699329e-03 0.9963006707   3.522938e-03
## 2548       0.012      0.988 2.171943e-02 0.9782805721   6.017740e-02
## 2549       0.000      1.000 4.784816e-02 0.9521518358   8.368879e-02
## 2550       0.012      0.988 9.235218e-04 0.9990764782   1.867442e-02
## 2551       0.000      1.000 1.842774e-02 0.9815722626   3.802310e-02
## 2552       0.000      1.000 1.187319e-04 0.9998812681   7.630706e-03
## 2553       0.026      0.974 2.173815e-02 0.9782618450   5.648507e-02
## 2554       0.054      0.946 2.477111e-01 0.7522888558   2.548143e-01
## 2555       0.002      0.998 1.244348e-03 0.9987556521   8.089354e-03
## 2556       0.320      0.680 7.845585e-01 0.2154414813   1.343507e-01
## 2557       0.004      0.996 1.061419e-02 0.9893858137   2.355062e-02
## 2558       0.006      0.994 2.014662e-04 0.9997985338   1.131890e-01
## 2559       0.008      0.992 1.477642e-03 0.9985223580   2.285716e-03
## 2560       0.000      1.000 2.843877e-03 0.9971561228   7.239042e-03
## 2561       0.002      0.998 9.534892e-03 0.9904651077   5.450409e-02
## 2562       0.056      0.944 1.988203e-01 0.8011796658   5.233478e-01
## 2563       0.000      1.000 1.342261e-03 0.9986577394   1.224419e-02
## 2564       0.002      0.998 1.578777e-03 0.9984212235   3.530581e-02
## 2565       0.006      0.994 1.189433e-02 0.9881056705   5.534552e-02
## 2566       0.064      0.936 1.095429e-02 0.9890457112   1.083357e-01
## 2567       0.004      0.996 5.367596e-05 0.9999463240   3.552102e-03
## 2568       0.764      0.236 1.167508e-01 0.8832491540   5.034917e-02
## 2569       0.816      0.184 8.028072e-01 0.1971928065   8.058668e-01
## 2570       0.008      0.992 3.293938e-03 0.9967060618   3.008380e-03
## 2571       0.008      0.992 3.691212e-02 0.9630878774   6.545382e-02
## 2572       0.876      0.124 8.264770e-01 0.1735229781   4.715972e-01
## 2573       0.000      1.000 4.546015e-03 0.9954539849   3.605342e-03
## 2574       0.934      0.066 8.647655e-01 0.1352344865   7.789296e-01
## 2575       0.918      0.082 5.836843e-01 0.4163156694   4.533495e-01
## 2576       0.798      0.202 1.575786e-01 0.8424214154   1.226586e-02
## 2577       0.682      0.318 2.512345e-01 0.7487655224   4.384959e-02
## 2578       0.924      0.076 9.998968e-01 0.0001032354   9.926811e-01
## 2579       0.002      0.998 7.235770e-02 0.9276422958   1.372857e-02
## 2580       0.008      0.992 1.041432e-02 0.9895856751   3.402893e-02
## 2581       0.016      0.984 5.643562e-03 0.9943564381   4.806477e-03
## 2582       0.024      0.976 4.214470e-03 0.9957855304   4.468614e-03
## 2583       0.012      0.988 1.596671e-02 0.9840332889   1.669961e-02
## 2584       0.010      0.990 2.032693e-02 0.9796730711   1.950987e-01
## 2585       0.096      0.904 1.433425e-02 0.9856657456   8.389088e-02
## 2586       0.006      0.994 8.818156e-03 0.9911818439   4.878258e-02
## 2587       0.004      0.996 2.713178e-03 0.9972868216   2.257236e-02
## 2588       0.012      0.988 1.131530e-02 0.9886846994   4.081053e-03
## 2589       0.022      0.978 1.286760e-02 0.9871323992   3.303542e-02
## 2590       0.002      0.998 1.415696e-04 0.9998584304   4.452824e-03
## 2591       0.034      0.966 7.360623e-04 0.9992639377   1.527421e-02
## 2592       0.158      0.842 3.227544e-02 0.9677245642   2.284150e-02
## 2593       0.026      0.974 1.845119e-02 0.9815488056   2.532685e-03
## 2594       0.020      0.980 1.820424e-02 0.9817957579   7.975655e-03
## 2595       0.006      0.994 2.107675e-04 0.9997892325   7.738910e-02
## 2596       0.066      0.934 4.096342e-02 0.9590365757   7.592931e-03
## 2597       0.004      0.996 1.919620e-04 0.9998080380   5.936741e-03
## 2598       0.032      0.968 5.935953e-02 0.9406404745   3.668000e-02
## 2599       0.010      0.990 1.541375e-04 0.9998458625   1.154284e-02
## 2600       0.006      0.994 5.259228e-02 0.9474077248   5.085036e-03
## 2601       0.886      0.114 9.557040e-01 0.0442960280   6.470655e-01
## 2602       0.006      0.994 8.024521e-02 0.9197547934   4.735221e-02
## 2603       0.000      1.000 4.802671e-04 0.9995197329   1.479758e-02
## 2604       0.010      0.990 1.604129e-03 0.9983958709   5.978715e-03
## 2605       0.834      0.166 9.459581e-01 0.0540419309   5.330159e-01
## 2606       0.020      0.980 1.230100e-01 0.8769900365   2.064859e-01
## 2607       0.006      0.994 1.136655e-03 0.9988633453   1.026157e-02
## 2608       0.002      0.998 8.915428e-05 0.9999108457   3.503083e-02
## 2609       0.020      0.980 9.614913e-03 0.9903850872   7.190294e-02
## 2610       0.000      1.000 4.960298e-03 0.9950397019   8.874971e-03
## 2611       0.012      0.988 9.993459e-03 0.9900065412   2.968998e-02
## 2612       0.002      0.998 5.413465e-05 0.9999458653   7.216752e-03
## 2613       0.006      0.994 1.504100e-03 0.9984958996   4.467695e-03
## 2614       0.014      0.986 2.577137e-04 0.9997422863   2.478435e-02
## 2615       0.040      0.960 8.269358e-02 0.9173064231   3.588808e-02
## 2616       0.838      0.162 8.857647e-01 0.1142353164   4.740279e-02
## 2617       0.012      0.988 3.503785e-03 0.9964962150   2.844188e-02
## 2618       0.002      0.998 2.132409e-03 0.9978675914   4.858860e-02
## 2619       0.124      0.876 1.440040e-02 0.9855995968   6.356218e-02
## 2620       0.000      1.000 4.545329e-04 0.9995454671   1.354457e-02
## 2621       0.494      0.506 9.665343e-01 0.0334657350   7.469183e-01
## 2622       0.072      0.928 2.818506e-02 0.9718149378   7.992294e-02
## 2623       0.274      0.726 6.776170e-01 0.3223830427   7.490008e-02
## 2624       0.276      0.724 9.364680e-03 0.9906353197   1.756831e-02
## 2625       0.004      0.996 1.192242e-03 0.9988077577   3.024120e-02
## 2626       0.008      0.992 7.560697e-04 0.9992439303   1.772298e-02
## 2627       0.538      0.462 4.813828e-01 0.5186171692   2.220340e-01
## 2628       0.072      0.928 3.527768e-03 0.9964722320   1.224486e-01
## 2629       0.012      0.988 1.130583e-03 0.9988694173   5.770765e-02
## 2630       0.840      0.160 6.594502e-01 0.3405497850   2.922979e-01
## 2631       0.034      0.966 4.351295e-03 0.9956487055   2.266691e-02
## 2632       0.042      0.958 6.212092e-02 0.9378790821   5.642486e-02
## 2633       0.002      0.998 1.994684e-02 0.9800531607   2.694670e-02
## 2634       0.010      0.990 3.242519e-04 0.9996757481   7.815660e-03
## 2635       0.042      0.958 2.114942e-01 0.7885057708   1.844384e-02
## 2636       0.916      0.084 8.071055e-01 0.1928944835   7.968549e-01
## 2637       0.014      0.986 3.392187e-02 0.9660781276   1.697812e-01
## 2638       0.012      0.988 7.071946e-04 0.9992928054   4.408509e-03
## 2639       0.012      0.988 1.152539e-01 0.8847461322   1.404358e-02
## 2640       0.048      0.952 8.213209e-04 0.9991786791   7.798945e-03
## 2641       0.258      0.742 6.140574e-04 0.9993859426   1.196413e-01
## 2642       0.024      0.976 6.026122e-02 0.9397387816   2.502302e-01
## 2643       0.036      0.964 4.026913e-02 0.9597308730   2.152909e-01
## 2644       0.012      0.988 1.086111e-02 0.9891388905   1.743998e-02
## 2645       0.004      0.996 5.722673e-04 0.9994277327   8.154214e-03
## 2646       0.006      0.994 6.132947e-03 0.9938670528   9.855252e-03
## 2647       0.906      0.094 8.917383e-01 0.1082617071   3.006059e-01
## 2648       0.792      0.208 6.398300e-01 0.3601699935   1.142612e-01
## 2649       0.004      0.996 3.056828e-04 0.9996943172   7.418987e-03
## 2650       0.002      0.998 1.024398e-04 0.9998975602   8.539624e-03
## 2651       0.002      0.998 6.979521e-05 0.9999302048   2.039882e-03
## 2652       0.392      0.608 7.775974e-01 0.2224025716   4.040044e-01
## 2653       0.002      0.998 2.385003e-03 0.9976149967   5.436263e-03
## 2654       0.000      1.000 3.407777e-04 0.9996592223   3.975958e-03
## 2655       0.046      0.954 4.261299e-03 0.9957387014   6.678113e-03
## 2656       0.010      0.990 4.414927e-03 0.9955850731   1.021166e-01
## 2657       0.696      0.304 4.146914e-01 0.5853086115   8.945257e-02
## 2658       0.030      0.970 3.176960e-03 0.9968230403   2.434715e-02
## 2659       0.014      0.986 9.138192e-03 0.9908618078   7.271223e-02
## 2660       0.866      0.134 9.376308e-01 0.0623691733   6.237511e-01
## 2661       0.006      0.994 7.723677e-03 0.9922763228   3.626778e-02
## 2662       0.018      0.982 6.886084e-03 0.9931139163   3.474879e-03
## 2663       0.624      0.376 9.642387e-01 0.0357612521   3.454356e-01
## 2664       0.858      0.142 8.046098e-01 0.1953902431   5.051713e-01
## 2665       0.000      1.000 1.770883e-04 0.9998229117   4.429183e-03
## 2666       0.000      1.000 5.687288e-04 0.9994312712   6.274600e-02
## 2667       0.022      0.978 3.603826e-02 0.9639617429   3.991643e-02
## 2668       0.004      0.996 1.198024e-03 0.9988019761   4.485548e-02
## 2669       0.002      0.998 8.636968e-05 0.9999136303   1.065189e-02
## 2670       0.008      0.992 3.456541e-03 0.9965434585   4.774858e-02
## 2671       0.000      1.000 9.859580e-03 0.9901404201   2.251044e-02
## 2672       0.002      0.998 1.599459e-04 0.9998400541   2.116590e-02
## 2673       0.006      0.994 2.193028e-02 0.9780697164   8.386438e-03
## 2674       0.004      0.996 4.109006e-03 0.9958909944   1.606949e-02
## 2675       0.024      0.976 1.184585e-03 0.9988154149   4.085906e-02
## 2676       0.008      0.992 1.729149e-03 0.9982708506   1.816693e-02
## 2677       0.006      0.994 2.489360e-02 0.9751064021   1.863637e-02
## 2678       0.018      0.982 8.143280e-05 0.9999185672   1.436512e-02
## 2679       0.022      0.978 3.258210e-02 0.9674178976   8.969961e-03
## 2680       0.002      0.998 1.686113e-02 0.9831388655   2.411293e-02
## 2681       0.708      0.292 2.438155e-01 0.7561844682   4.412042e-01
## 2682       0.014      0.986 8.091140e-06 0.9999919089   3.989427e-04
## 2683       0.042      0.958 7.085566e-04 0.9992914434   8.367104e-03
## 2684       0.014      0.986 6.320946e-02 0.9367905368   6.952302e-02
## 2685       0.018      0.982 3.512346e-03 0.9964876538   4.658249e-02
## 2686       0.000      1.000 3.042605e-04 0.9996957395   6.471287e-03
## 2687       0.030      0.970 3.880459e-04 0.9996119541   1.898111e-01
## 2688       0.000      1.000 3.767608e-03 0.9962323920   3.682322e-03
## 2689       0.044      0.956 1.360211e-01 0.8639788680   3.128837e-02
## 2690       0.002      0.998 3.334251e-03 0.9966657491   1.506927e-02
## 2691       0.936      0.064 9.729795e-01 0.0270205116   8.757288e-01
## 2692       0.026      0.974 1.178433e-02 0.9882156696   9.304595e-03
## 2693       0.012      0.988 2.160726e-04 0.9997839274   3.387916e-02
## 2694       0.946      0.054 9.415028e-01 0.0584971889   8.940685e-01
## 2695       0.024      0.976 1.020283e-02 0.9897971706   2.047524e-02
## 2696       0.004      0.996 2.512393e-05 0.9999748761   2.897529e-03
## 2697       0.040      0.960 3.528186e-02 0.9647181392   2.703738e-01
## 2698       0.004      0.996 1.186557e-03 0.9988134428   2.006368e-02
## 2699       0.772      0.228 2.417863e-02 0.9758213652   2.187173e-01
## 2700       0.006      0.994 4.118110e-04 0.9995881890   4.259255e-02
## 2701       0.012      0.988 3.785138e-03 0.9962148623   2.590256e-02
## 2702       0.000      1.000 1.166360e-03 0.9988336403   2.846006e-02
## 2703       0.004      0.996 1.045667e-02 0.9895433266   5.309220e-02
## 2704       0.094      0.906 2.799662e-04 0.9997200338   3.092215e-02
## 2705       0.022      0.978 2.251331e-05 0.9999774867   9.703444e-04
## 2706       0.006      0.994 6.971115e-04 0.9993028885   1.275857e-02
## 2707       0.010      0.990 5.236718e-04 0.9994763282   3.647245e-03
## 2708       0.008      0.992 6.077924e-05 0.9999392208   3.114574e-02
## 2709       0.008      0.992 1.038958e-04 0.9998961042   3.749537e-03
## 2710       0.002      0.998 1.811066e-03 0.9981889339   6.762880e-03
## 2711       0.002      0.998 5.733306e-05 0.9999426669   5.019668e-03
## 2712       0.034      0.966 2.913654e-02 0.9708634617   7.732157e-02
## 2713       0.006      0.994 8.227957e-04 0.9991772043   5.490166e-03
## 2714       0.002      0.998 1.663434e-03 0.9983365661   1.593403e-02
## 2715       0.012      0.988 4.619510e-05 0.9999538049   1.766493e-04
## 2716       0.016      0.984 1.586121e-03 0.9984138794   1.678134e-02
## 2717       0.924      0.076 8.789194e-01 0.1210806134   6.796335e-01
## 2718       0.074      0.926 2.189950e-04 0.9997810050   1.375295e-02
## 2719       0.002      0.998 5.618296e-05 0.9999438170   2.348540e-03
## 2720       0.038      0.962 1.838083e-04 0.9998161917   2.415940e-02
## 2721       0.024      0.976 2.525345e-03 0.9974746550   2.846491e-02
## 2722       0.108      0.892 7.988782e-04 0.9992011218   3.785947e-02
## 2723       0.088      0.912 3.342760e-04 0.9996657240   2.517188e-02
## 2724       0.036      0.964 2.678016e-02 0.9732198368   7.545156e-03
## 2725       0.000      1.000 4.650345e-04 0.9995349655   6.913909e-03
## 2726       0.748      0.252 1.454791e-01 0.8545209209   9.186285e-02
## 2727       0.010      0.990 9.471031e-05 0.9999052897   1.108999e-03
## 2728       0.000      1.000 3.289315e-03 0.9967106849   1.610332e-02
## 2729       0.012      0.988 1.437654e-03 0.9985623459   2.334431e-03
## 2730       0.012      0.988 2.420965e-03 0.9975790350   1.533183e-03
## 2731       0.012      0.988 1.233224e-04 0.9998766776   2.843988e-03
## 2732       0.004      0.996 4.801795e-05 0.9999519821   1.426896e-02
## 2733       0.766      0.234 1.451754e-01 0.8548246338   1.419696e-02
## 2734       0.002      0.998 3.254524e-03 0.9967454757   5.567590e-03
## 2735       0.042      0.958 3.029346e-02 0.9697065383   3.111526e-01
## 2736       0.808      0.192 1.471901e-01 0.8528098922   1.374693e-01
## 2737       0.002      0.998 8.596032e-04 0.9991403968   2.203502e-02
## 2738       0.648      0.352 3.219346e-01 0.6780653655   5.447584e-01
## 2739       0.002      0.998 8.429729e-05 0.9999157027   1.801860e-01
## 2740       0.796      0.204 2.307078e-01 0.7692921597   6.447661e-02
## 2741       0.004      0.996 4.783902e-06 0.9999952161   3.760324e-02
## 2742       0.810      0.190 2.564389e-01 0.7435610617   4.071182e-01
## 2743       0.744      0.256 5.915747e-01 0.4084252714   6.150271e-02
## 2744       0.022      0.978 9.721287e-04 0.9990278713   6.797574e-03
## 2745       0.002      0.998 3.118248e-09 0.9999999969   4.865052e-03
## 2746       0.006      0.994 1.860664e-07 0.9999998139   2.441299e-02
## 2747       0.008      0.992 9.522184e-09 0.9999999905   1.063265e-02
## 2748       0.000      1.000 6.501038e-07 0.9999993499   7.901297e-04
## 2749       0.050      0.950 1.441169e-02 0.9855883109   6.114819e-01
## 2750       0.744      0.256 8.677554e-01 0.1322445586   6.902773e-01
## 2751       0.016      0.984 3.347845e-07 0.9999996652   3.151002e-02
## 2752       0.002      0.998 1.033485e-04 0.9998966515   1.267897e-02
## 2753       0.670      0.330 1.219517e-02 0.9878048277   7.284670e-02
## 2754       0.010      0.990 1.015130e-03 0.9989848700   5.827994e-02
## 2755       0.004      0.996 2.521006e-05 0.9999747899   1.183441e-01
## 2756       0.008      0.992 8.506821e-04 0.9991493179   5.218949e-01
## 2757       0.006      0.994 1.309109e-03 0.9986908909   5.892956e-03
## 2758       0.060      0.940 1.500973e-02 0.9849902673   9.450615e-02
## 2759       0.008      0.992 1.161896e-03 0.9988381040   7.485971e-02
## 2760       0.060      0.940 1.580699e-03 0.9984193009   3.805487e-01
## 2761       0.016      0.984 4.843089e-04 0.9995156911   9.139523e-02
## 2762       0.016      0.984 2.757734e-04 0.9997242266   2.430115e-02
## 2763       0.854      0.146 9.946436e-01 0.0053563919   9.536853e-01
## 2764       0.000      1.000 5.207709e-04 0.9994792291   3.939773e-01
## 2765       0.024      0.976 8.007880e-07 0.9999991992   2.696295e-03
## 2766       0.758      0.242 7.665797e-01 0.2334202681   1.968712e-02
## 2767       0.028      0.972 8.724591e-02 0.9127540920   9.023274e-02
## 2768       0.938      0.062 8.209075e-01 0.1790924595   7.709735e-01
## 2769       0.000      1.000 5.277544e-04 0.9994722456   5.787392e-02
## 2770       0.000      1.000 4.696408e-08 0.9999999530   6.095984e-03
## 2771       0.002      0.998 1.005413e-05 0.9999899459   5.029838e-02
## 2772       0.224      0.776 5.709674e-06 0.9999942903   3.547452e-02
## 2773       0.574      0.426 8.061955e-01 0.1938045459   5.005610e-01
## 2774       0.712      0.288 7.314725e-01 0.2685274934   3.925310e-01
## 2775       0.000      1.000 2.344231e-05 0.9999765577   1.613856e-02
## 2776       0.006      0.994 1.279512e-03 0.9987204877   1.533931e-01
## 2777       0.858      0.142 7.383503e-01 0.2616496574   2.308619e-01
## 2778       0.020      0.980 1.933027e-08 0.9999999807   8.617562e-03
## 2779       0.000      1.000 7.517383e-05 0.9999248262   1.873391e-01
## 2780       0.868      0.132 1.318752e-01 0.8681247592   7.087248e-02
## 2781       0.008      0.992 1.092556e-03 0.9989074436   3.582353e-01
## 2782       0.018      0.982 4.581632e-05 0.9999541837   4.179057e-02
## 2783       0.770      0.230 6.903922e-01 0.3096078081   3.736761e-02
## 2784       0.034      0.966 8.670341e-05 0.9999132966   1.804954e-02
## 2785       0.000      1.000 1.250463e-02 0.9874953693   2.484888e-01
## 2786       0.026      0.974 2.997245e-03 0.9970027545   4.161692e-01
## 2787       0.014      0.986 1.324915e-05 0.9999867509   2.162171e-01
## 2788       0.012      0.988 2.744333e-05 0.9999725567   6.876999e-03
## 2789       0.028      0.972 1.345042e-04 0.9998654958   7.168861e-02
## 2790       0.002      0.998 2.565099e-04 0.9997434901   2.459891e-02
## 2791       0.004      0.996 1.058107e-03 0.9989418931   1.882016e-02
## 2792       0.002      0.998 6.531416e-05 0.9999346858   1.947686e-02
## 2793       0.768      0.232 8.625784e-01 0.1374216406   7.418710e-01
## 2794       0.116      0.884 3.434229e-04 0.9996565771   2.612613e-02
## 2795       0.002      0.998 6.728574e-02 0.9327142614   4.843406e-01
## 2796       0.004      0.996 1.913697e-03 0.9980863026   5.490247e-01
## 2797       0.058      0.942 7.824350e-06 0.9999921756   3.678188e-02
## 2798       0.002      0.998 1.198901e-06 0.9999988011   1.569888e-03
## 2799       0.006      0.994 7.570359e-09 0.9999999924   1.093209e-02
## 2800       0.844      0.156 5.952541e-02 0.9404745898   9.030341e-02
## 2801       0.012      0.988 2.945509e-03 0.9970544912   2.376593e-01
## 2802       0.756      0.244 9.136433e-01 0.0863567036   7.211176e-01
## 2803       0.002      0.998 8.838744e-08 0.9999999116   2.933907e-02
## 2804       0.020      0.980 9.622141e-06 0.9999903779   3.974988e-02
## 2805       0.052      0.948 1.117980e-02 0.9888201954   1.044954e-01
## 2806       0.004      0.996 2.663292e-06 0.9999973367   3.784026e-02
## 2807       0.000      1.000 5.492627e-05 0.9999450737   2.164489e-02
## 2808       0.846      0.154 6.693288e-02 0.9330671174   4.547461e-02
## 2809       0.012      0.988 8.396238e-04 0.9991603762   8.620587e-03
## 2810       0.000      1.000 1.921294e-07 0.9999998079   3.550973e-03
## 2811       0.004      0.996 2.413054e-07 0.9999997587   2.958523e-03
## 2812       0.002      0.998 2.311361e-07 0.9999997689   2.732417e-02
## 2813       0.000      1.000 3.895268e-08 0.9999999610   3.990038e-02
## 2814       0.006      0.994 4.457532e-06 0.9999955425   3.448717e-02
## 2815       0.006      0.994 1.091375e-04 0.9998908625   1.232849e-01
## 2816       0.010      0.990 1.129443e-08 0.9999999887   1.883648e-02
## 2817       0.084      0.916 5.419301e-05 0.9999458070   1.874085e-03
## 2818       0.000      1.000 1.950919e-04 0.9998049081   2.250577e-02
## 2819       0.854      0.146 9.933484e-01 0.0066515582   5.849929e-01
## 2820       0.012      0.988 9.268613e-03 0.9907313874   1.025492e-01
## 2821       0.004      0.996 8.022114e-05 0.9999197789   1.424452e-02
## 2822       0.000      1.000 7.043526e-06 0.9999929565   3.099064e-03
## 2823       0.010      0.990 1.914473e-05 0.9999808553   1.026436e-01
## 2824       0.066      0.934 5.224902e-06 0.9999947751   1.264127e-02
## 2825       0.002      0.998 1.199978e-08 0.9999999880   9.600137e-03
## 2826       0.008      0.992 2.536336e-07 0.9999997464   5.532010e-03
## 2827       0.004      0.996 5.458271e-06 0.9999945417   7.333487e-03
## 2828       0.006      0.994 2.435988e-03 0.9975640115   1.450765e-01
## 2829       0.012      0.988 2.704688e-05 0.9999729531   7.383304e-02
## 2830       0.002      0.998 1.276965e-01 0.8723035492   1.830067e-01
## 2831       0.800      0.200 8.182596e-01 0.1817404287   5.015128e-01
## 2832       0.696      0.304 9.837314e-01 0.0162685599   7.221590e-01
## 2833       0.000      1.000 4.056706e-05 0.9999594329   6.071295e-03
## 2834       0.870      0.130 9.993498e-01 0.0006502294   9.513992e-01
## 2835       0.008      0.992 2.185322e-04 0.9997814678   2.978418e-02
## 2836       0.008      0.992 5.690615e-04 0.9994309385   1.938996e-01
## 2837       0.014      0.986 2.751896e-04 0.9997248104   3.914426e-02
## 2838       0.000      1.000 5.218243e-07 0.9999994782   1.258594e-02
## 2839       0.008      0.992 1.441830e-01 0.8558169577   1.571795e-01
## 2840       0.654      0.346 9.470165e-02 0.9052983466   1.024635e-01
## 2841       0.000      1.000 2.808497e-03 0.9971915032   5.995640e-02
## 2842       0.022      0.978 4.173135e-03 0.9958268648   9.012677e-02
## 2843       0.006      0.994 3.123837e-04 0.9996876163   5.680456e-02
## 2844       0.012      0.988 1.100389e-05 0.9999889961   3.205053e-02
## 2845       0.820      0.180 8.422511e-01 0.1577489439   4.465141e-01
## 2846       0.534      0.466 2.234077e-01 0.7765923394   4.216451e-01
## 2847       0.756      0.244 2.411914e-01 0.7588086319   6.415817e-03
## 2848       0.004      0.996 1.716296e-05 0.9999828370   7.553520e-03
## 2849       0.038      0.962 8.502155e-06 0.9999914978   4.486230e-02
## 2850       0.836      0.164 9.655415e-01 0.0344585413   5.354140e-01
## 2851       0.676      0.324 1.564697e-01 0.8435303435   4.787679e-01
## 2852       0.014      0.986 7.747026e-07 0.9999992253   1.591438e-02
## 2853       0.026      0.974 1.811079e-07 0.9999998189   1.195076e-01
## 2854       0.018      0.982 9.934499e-06 0.9999900655   6.346498e-02
## 2855       0.062      0.938 1.214656e-02 0.9878534358   6.524351e-01
## 2856       0.008      0.992 7.496530e-05 0.9999250347   2.756573e-03
## 2857       0.004      0.996 4.329902e-08 0.9999999567   5.529435e-02
## 2858       0.748      0.252 5.198023e-02 0.9480197665   5.631517e-02
## 2859       0.000      1.000 2.719696e-05 0.9999728030   6.637970e-03
## 2860       0.036      0.964 1.821754e-04 0.9998178246   5.159836e-01
## 2861       0.026      0.974 3.834343e-07 0.9999996166   1.210780e-03
## 2862       0.010      0.990 6.993565e-03 0.9930064346   5.893171e-01
## 2863       0.000      1.000 9.417164e-05 0.9999058284   1.502667e-02
## 2864       0.872      0.128 9.226743e-01 0.0773257215   9.465258e-01
## 2865       0.004      0.996 1.672863e-03 0.9983271368   7.962754e-02
## 2866       0.018      0.982 1.443923e-04 0.9998556077   2.495004e-02
## 2867       0.342      0.658 6.327292e-01 0.3672708066   4.106120e-01
## 2868       0.228      0.772 7.568118e-02 0.9243188201   2.552896e-03
## 2869       0.000      1.000 2.767704e-04 0.9997232296   3.438370e-02
## 2870       0.014      0.986 1.252394e-02 0.9874760603   1.830183e-01
## 2871       0.786      0.214 8.524699e-01 0.1475300945   1.434774e-01
## 2872       0.002      0.998 7.614362e-06 0.9999923856   1.212267e-01
## 2873       0.006      0.994 7.420634e-09 0.9999999926   1.477589e-02
## 2874       0.910      0.090 9.203276e-01 0.0796723993   6.003936e-01
## 2875       0.758      0.242 5.552225e-01 0.4447775350   6.472101e-01
## 2876       0.916      0.084 9.499267e-01 0.0500733395   5.213848e-01
## 2877       0.726      0.274 6.053827e-01 0.3946173344   6.042396e-02
## 2878       0.504      0.496 6.246024e-01 0.3753975886   7.415504e-02
## 2879       0.016      0.984 7.686651e-04 0.9992313349   7.401977e-03
## 2880       0.860      0.140 8.299017e-01 0.1700982550   3.601313e-01
## 2881       0.000      1.000 1.383143e-03 0.9986168569   1.663778e-02
## 2882       0.056      0.944 2.201279e-06 0.9999977987   8.444504e-03
## 2883       0.004      0.996 1.894456e-07 0.9999998106   6.666834e-03
## 2884       0.016      0.984 8.937184e-11 0.9999999999   1.185262e-04
## 2885       0.000      1.000 3.691392e-06 0.9999963086   1.211474e-02
## 2886       0.010      0.990 1.439529e-03 0.9985604711   5.920941e-01
## 2887       0.012      0.988 1.070173e-08 0.9999999893   1.793623e-03
## 2888       0.006      0.994 4.374309e-04 0.9995625691   1.761507e-01
## 2889       0.000      1.000 2.252035e-04 0.9997747965   4.470007e-01
## 2890       0.004      0.996 1.988312e-10 0.9999999998   7.197798e-04
## 2891       0.012      0.988 1.038783e-02 0.9896121740   1.224108e-01
## 2892       0.022      0.978 6.257693e-02 0.9374230672   1.468554e-01
## 2893       0.006      0.994 1.659835e-06 0.9999983402   5.982470e-03
## 2894       0.002      0.998 9.654573e-04 0.9990345427   2.276198e-02
## 2895       0.492      0.508 3.509143e-01 0.6490856618   1.027869e-02
## 2896       0.000      1.000 2.564367e-07 0.9999997436   1.226983e-03
## 2897       0.002      0.998 1.890823e-06 0.9999981092   7.356782e-03
## 2898       0.024      0.976 2.015483e-04 0.9997984517   1.348398e-02
## 2899       0.824      0.176 2.434253e-01 0.7565746611   3.180876e-01
## 2900       0.000      1.000 4.576373e-10 0.9999999995   8.079999e-03
## 2901       0.008      0.992 7.665850e-05 0.9999233415   2.008041e-02
## 2902       0.018      0.982 1.497937e-05 0.9999850206   3.073679e-02
## 2903       0.022      0.978 1.126034e-05 0.9999887397   6.977694e-02
## 2904       0.000      1.000 4.785870e-08 0.9999999521   1.176780e-03
## 2905       0.010      0.990 9.145863e-07 0.9999990854   2.284037e-02
## 2906       0.450      0.550 2.519368e-01 0.7480631750   1.400396e-01
## 2907       0.010      0.990 4.140135e-04 0.9995859865   3.973191e-03
## 2908       0.794      0.206 6.036211e-01 0.3963789358   1.416497e-02
## 2909       0.044      0.956 2.125651e-03 0.9978743493   3.318015e-03
## 2910       0.920      0.080 9.402065e-01 0.0597934643   1.868179e-01
## 2911       0.024      0.976 3.341369e-05 0.9999665863   1.489256e-03
## 2912       0.002      0.998 1.720124e-07 0.9999998280   2.633589e-02
## 2913       0.004      0.996 9.831347e-03 0.9901686525   3.558707e-02
## 2914       0.002      0.998 1.558902e-07 0.9999998441   2.028720e-02
## 2915       0.644      0.356 1.403837e-02 0.9859616277   3.095544e-02
## 2916       0.048      0.952 1.147034e-02 0.9885296628   5.691861e-02
## 2917       0.002      0.998 2.313684e-04 0.9997686316   2.410144e-02
## 2918       0.002      0.998 1.193026e-04 0.9998806974   5.004036e-02
## 2919       0.786      0.214 5.059959e-01 0.4940041265   8.304089e-02
## 2920       0.002      0.998 4.503024e-09 0.9999999955   1.735357e-03
## 2921       0.004      0.996 2.748057e-07 0.9999997252   3.772387e-02
## 2922       0.890      0.110 9.538892e-01 0.0461107674   6.520471e-01
## 2923       0.034      0.966 2.057025e-06 0.9999979430   4.241589e-03
## 2924       0.006      0.994 2.146390e-04 0.9997853610   1.351633e-01
## 2925       0.000      1.000 4.813997e-06 0.9999951860   1.699264e-01
## 2926       0.138      0.862 1.728494e-03 0.9982715057   7.514099e-03
## 2927       0.004      0.996 1.368147e-03 0.9986318533   1.175874e-01
## 2928       0.766      0.234 3.385121e-01 0.6614879023   5.078808e-03
## 2929       0.018      0.982 6.200990e-06 0.9999937990   3.343863e-02
## 2930       0.906      0.094 9.846834e-01 0.0153165981   6.780401e-01
## 2931       0.008      0.992 8.492702e-05 0.9999150730   3.241968e-02
## 2932       0.010      0.990 1.010846e-06 0.9999989892   2.672470e-02
## 2933       0.002      0.998 6.909480e-05 0.9999309052   7.974136e-02
## 2934       0.000      1.000 4.154493e-09 0.9999999958   8.203223e-03
## 2935       0.032      0.968 4.830465e-06 0.9999951695   1.233674e-01
## 2936       0.856      0.144 5.125347e-01 0.4874652707   8.695789e-01
## 2937       0.412      0.588 3.367334e-01 0.6632665885   2.114115e-01
## 2938       0.000      1.000 7.836961e-06 0.9999921630   5.172415e-02
## 2939       0.000      1.000 9.089073e-07 0.9999990911   4.871975e-03
## 2940       0.016      0.984 1.768894e-04 0.9998231106   3.529910e-03
## 2941       0.352      0.648 7.805331e-01 0.2194669241   5.676541e-01
## 2942       0.004      0.996 2.913709e-02 0.9708629090   1.393899e-02
## 2943       0.002      0.998 1.385756e-05 0.9999861424   1.031493e-02
## 2944       0.002      0.998 5.169433e-05 0.9999483057   1.002552e-02
## 2945       0.014      0.986 6.086815e-04 0.9993913185   1.102390e-03
## 2946       0.014      0.986 5.191676e-06 0.9999948083   1.521681e-03
## 2947       0.760      0.240 9.165863e-01 0.0834137025   7.063194e-01
## 2948       0.072      0.928 9.610677e-01 0.0389322698   4.328030e-01
## 2949       0.010      0.990 6.678428e-07 0.9999993322   1.072139e-03
## 2950       0.004      0.996 4.263123e-06 0.9999957369   7.086502e-04
## 2951       0.044      0.956 4.965237e-03 0.9950347634   3.991872e-03
## 2952       0.002      0.998 4.315084e-07 0.9999995685   5.170410e-03
## 2953       0.000      1.000 7.743726e-07 0.9999992256   8.644891e-03
## 2954       0.008      0.992 1.342092e-07 0.9999998658   7.146387e-03
## 2955       0.004      0.996 2.688418e-02 0.9731158175   1.327488e-01
## 2956       0.016      0.984 3.563449e-04 0.9996436551   1.880676e-02
## 2957       0.002      0.998 1.118928e-05 0.9999888107   3.763133e-03
## 2958       0.820      0.180 6.236031e-01 0.3763968665   4.199845e-01
## 2959       0.888      0.112 8.597320e-01 0.1402680424   7.779419e-02
## 2960       0.644      0.356 9.774830e-01 0.0225169541   9.073283e-01
## 2961       0.026      0.974 6.449638e-07 0.9999993550   2.604683e-02
## 2962       0.878      0.122 7.388882e-01 0.2611118419   1.277826e-01
## 2963       0.886      0.114 9.939010e-01 0.0060990362   6.001895e-01
## 2964       0.004      0.996 2.692713e-05 0.9999730729   1.685845e-01
## 2965       0.024      0.976 3.638719e-04 0.9996361281   5.637419e-01
## 2966       0.852      0.148 8.102401e-01 0.1897598854   8.491519e-01
## 2967       0.002      0.998 2.212906e-08 0.9999999779   2.143842e-03
## 2968       0.026      0.974 3.396764e-02 0.9660323610   7.744944e-01
## 2969       0.052      0.948 1.933885e-02 0.9806611513   6.726115e-01
## 2970       0.052      0.948 9.101614e-05 0.9999089839   4.572845e-02
## 2971       0.008      0.992 2.882211e-08 0.9999999712   9.532444e-03
## 2972       0.000      1.000 8.280058e-06 0.9999917199   8.692080e-02
## 2973       0.882      0.118 9.933969e-01 0.0066031191   7.343016e-01
## 2974       0.026      0.974 3.685938e-06 0.9999963141   3.887314e-02
## 2975       0.004      0.996 2.896591e-05 0.9999710341   1.183587e-02
## 2976       0.010      0.990 3.220779e-04 0.9996779221   5.757295e-03
## 2977       0.132      0.868 2.604157e-01 0.7395842715   8.077453e-01
## 2978       0.012      0.988 2.028378e-05 0.9999797162   2.739854e-03
## 2979       0.004      0.996 7.264980e-05 0.9999273502   2.627498e-03
## 2980       0.094      0.906 7.515115e-06 0.9999924849   7.183306e-03
## 2981       0.942      0.058 8.185630e-01 0.1814369508   7.879710e-01
## 2982       0.820      0.180 9.991227e-01 0.0008772683   4.101393e-01
## 2983       0.042      0.958 6.240473e-02 0.9375952702   4.221554e-02
## 2984       0.004      0.996 5.057045e-04 0.9994942955   4.308887e-01
## 2985       0.046      0.954 3.052172e-03 0.9969478276   1.569941e-01
## 2986       0.942      0.058 9.987706e-01 0.0012293588   9.404210e-01
## 2987       0.020      0.980 6.299286e-02 0.9370071387   9.096027e-03
## 2988       0.000      1.000 5.235351e-02 0.9476464899   1.237188e-01
## 2989       0.008      0.992 1.513872e-03 0.9984861283   6.449930e-03
## 2990       0.036      0.964 1.365907e-03 0.9986340931   1.011715e-01
## 2991       0.024      0.976 5.681218e-06 0.9999943188   1.705515e-02
## 2992       0.880      0.120 9.707915e-01 0.0292085377   1.370337e-01
## 2993       0.978      0.022 9.882759e-01 0.0117240644   9.526561e-01
## 2994       0.006      0.994 1.878394e-03 0.9981216064   3.906142e-02
## 2995       0.868      0.132 9.499101e-01 0.0500899420   7.200954e-01
## 2996       0.036      0.964 3.061145e-02 0.9693885500   7.241110e-02
## 2997       0.016      0.984 9.721422e-07 0.9999990279   6.299810e-03
## 2998       0.080      0.920 5.455892e-02 0.9454410793   6.594201e-02
## 2999       0.022      0.978 3.684128e-02 0.9631587173   2.102330e-01
## 3000       0.864      0.136 9.997063e-01 0.0002937140   7.118473e-01
## 3001       0.000      1.000 4.432481e-06 0.9999955675   5.823375e-03
## 3002       0.846      0.154 9.962702e-01 0.0037297809   9.829932e-01
## 3003       0.008      0.992 2.789222e-04 0.9997210778   7.221418e-02
## 3004       0.094      0.906 6.756024e-01 0.3243975894   3.013357e-01
## 3005       0.036      0.964 8.152719e-02 0.9184728115   1.985563e-01
## 3006       0.030      0.970 1.630898e-05 0.9999836910   4.312972e-02
## 3007       0.860      0.140 6.462885e-02 0.9353711496   1.000828e-01
## 3008       0.762      0.238 2.028900e-02 0.9797110032   1.142168e-02
## 3009       0.802      0.198 9.222735e-01 0.0777264574   2.613419e-01
## 3010       0.004      0.996 1.211440e-05 0.9999878856   8.887314e-03
## 3011       0.012      0.988 4.413704e-05 0.9999558630   1.130383e-01
## 3012       0.738      0.262 5.669760e-01 0.4330239584   4.421734e-01
## 3013       0.004      0.996 2.479720e-08 0.9999999752   2.633818e-01
## 3014       0.004      0.996 7.433969e-07 0.9999992566   7.030903e-03
## 3015       0.006      0.994 8.542741e-06 0.9999914573   1.962724e-01
## 3016       0.006      0.994 5.250754e-07 0.9999994749   4.759005e-03
## 3017       0.040      0.960 5.919927e-03 0.9940800726   2.504722e-02
## 3018       0.022      0.978 7.159696e-04 0.9992840304   2.595834e-02
## 3019       0.002      0.998 8.829087e-05 0.9999117091   2.688551e-02
## 3020       0.052      0.948 4.500380e-06 0.9999954996   2.765554e-01
## 3021       0.902      0.098 8.992534e-01 0.1007466345   4.446903e-01
## 3022       0.906      0.094 9.657791e-01 0.0342208913   3.944398e-01
## 3023       0.016      0.984 3.275208e-05 0.9999672479   1.054342e-01
## 3024       0.014      0.986 6.004048e-05 0.9999399595   1.156308e-02
## 3025       0.010      0.990 9.670807e-06 0.9999903292   6.630679e-03
## 3026       0.000      1.000 1.277365e-06 0.9999987226   9.153417e-03
## 3027       0.002      0.998 5.100842e-07 0.9999994899   1.191013e-02
## 3028       0.012      0.988 1.313960e-06 0.9999986860   1.475970e-02
## 3029       0.010      0.990 1.048074e-03 0.9989519259   1.680456e-02
## 3030       0.004      0.996 1.467883e-03 0.9985321173   1.709105e-01
## 3031       0.926      0.074 9.986572e-01 0.0013427667   8.184147e-01
## 3032       0.002      0.998 4.170688e-03 0.9958293123   7.467174e-01
## 3033       0.028      0.972 2.195507e-07 0.9999997804   1.733198e-02
## 3034       0.012      0.988 1.181198e-02 0.9881880181   2.323730e-01
## 3035       0.006      0.994 1.608789e-05 0.9999839121   2.009809e-02
## 3036       0.848      0.152 7.305525e-01 0.2694475211   1.824336e-01
## 3037       0.010      0.990 3.795645e-05 0.9999620435   3.751275e-02
## 3038       0.050      0.950 8.291322e-04 0.9991708678   2.088199e-02
## 3039       0.786      0.214 9.614011e-01 0.0385989104   4.480709e-01
##      logit.Existed     average
## 1      0.995251886 0.974417291
## 2      0.981146867 0.984381299
## 3      0.973634332 0.987670907
## 4      0.996351112 0.994783703
## 5      0.996919291 0.998304997
## 6      0.938395148 0.976069909
## 7      0.976300253 0.987657566
## 8      0.045647368 0.077210586
## 9      0.974879099 0.990223907
## 10     0.998579737 0.978120942
## 11     0.932816465 0.969561174
## 12     0.939112626 0.930629765
## 13     0.099517854 0.281106681
## 14     0.984306544 0.991822291
## 15     0.913702963 0.913432312
## 16     0.994517132 0.996831575
## 17     0.686506527 0.864885411
## 18     0.016155909 0.027461938
## 19     0.742838766 0.905040136
## 20     0.842327183 0.943419338
## 21     0.752026144 0.909733905
## 22     0.445089916 0.742880227
## 23     0.979860296 0.968611519
## 24     0.844533152 0.944946715
## 25     0.951300677 0.957985120
## 26     0.948278508 0.942036776
## 27     0.996205468 0.990652281
## 28     0.010331788 0.019767333
## 29     0.985677196 0.991733483
## 30     0.920783163 0.965374206
## 31     0.193876323 0.457710609
## 32     0.897564185 0.942520771
## 33     0.888500943 0.943640722
## 34     0.377551504 0.577931548
## 35     0.572113355 0.753784595
## 36     0.779343648 0.916304274
## 37     0.857842888 0.936735549
## 38     0.470379106 0.720648927
## 39     0.195989357 0.315984863
## 40     0.933281260 0.971934583
## 41     0.995757891 0.970497990
## 42     0.960145046 0.983358828
## 43     0.930349079 0.967781340
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## 1579   0.878224886 0.765718258
## 1580   0.904694766 0.945068351
## 1581   0.975614545 0.982209659
## 1582   0.967341328 0.981684484
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## 1584   0.999512494 0.998746596
## 1585   0.993555191 0.996626940
## 1586   0.503740012 0.295380993
## 1587   0.906666908 0.945750995
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## 1589   0.096984146 0.098044829
## 1590   0.262407380 0.131176468
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## 1593   0.903669254 0.966171526
## 1594   0.958088965 0.974905496
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## 1598   0.897902855 0.919840638
## 1599   0.586682527 0.706995300
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## 1762   0.942391271 0.957605152
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## 1765   0.997392950 0.994097738
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## 1768   0.988110814 0.994638842
## 1769   0.998390704 0.999279737
## 1770   0.964755814 0.983589257
## 1771   0.989052467 0.994900974
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## 1773   0.993250224 0.975961789
## 1774   0.655942142 0.785615887
## 1775   0.979850421 0.990242034
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## 1780   0.967499712 0.966618246
## 1781   0.980993412 0.991790482
## 1782   0.995473140 0.985079266
## 1783   0.038822401 0.051033703
## 1784   0.989998537 0.988293582
## 1785   0.988242543 0.995126923
## 1786   0.996937384 0.997704092
## 1787   0.993234683 0.967855025
## 1788   0.123361581 0.056099063
## 1789   0.999731297 0.994328321
## 1790   0.996311454 0.998697911
## 1791   0.232781620 0.230631938
## 1792   0.192370773 0.110968226
## 1793   0.990203922 0.988608182
## 1794   0.981922894 0.989179288
## 1795   0.996921900 0.996898362
## 1796   0.996283155 0.996319180
## 1797   0.985911571 0.984892130
## 1798   0.536818962 0.244370487
## 1799   0.995668875 0.988276016
## 1800   0.966512373 0.953284394
## 1801   0.245722776 0.137282073
## 1802   0.795321078 0.681451187
## 1803   0.991211223 0.994988168
## 1804   0.993129923 0.992357320
## 1805   0.998249279 0.999097263
## 1806   0.108222195 0.049217778
## 1807   0.991740097 0.991716232
## 1808   0.981473344 0.893044051
## 1809   0.897452895 0.897732366
## 1810   0.161037296 0.071317433
## 1811   0.996680297 0.998658475
## 1812   0.995298443 0.997754147
## 1813   0.998286895 0.997697829
## 1814   0.981880603 0.979860237
## 1815   0.999484079 0.999007506
## 1816   0.851864428 0.929442711
## 1817   0.993740770 0.997351145
## 1818   0.973167062 0.973146511
## 1819   0.986150784 0.974190520
## 1820   0.514806613 0.317125015
## 1821   0.996035034 0.979125287
## 1822   0.977969590 0.991936462
## 1823   0.999488229 0.998788388
## 1824   0.999047201 0.998890032
## 1825   0.987369576 0.980966704
## 1826   0.945267610 0.936702093
## 1827   0.991015978 0.992871181
## 1828   0.998148880 0.999126147
## 1829   0.956579763 0.558188947
## 1830   0.918288124 0.961888795
## 1831   0.981721461 0.981774018
## 1832   0.913338349 0.947390801
## 1833   0.997173375 0.993035917
## 1834   0.097509301 0.061921823
## 1835   0.997505480 0.996427561
## 1836   0.993752771 0.995545078
## 1837   0.993631458 0.997511218
## 1838   0.994631001 0.985544893
## 1839   0.972741336 0.969040694
## 1840   0.969045985 0.744831180
## 1841   0.222053054 0.194290641
## 1842   0.987905567 0.991215621
## 1843   0.990595197 0.978593596
## 1844   0.901130757 0.892277952
## 1845   0.996008861 0.981735048
## 1846   0.995505654 0.996605355
## 1847   0.946794516 0.977100707
## 1848   0.961401928 0.983980562
## 1849   0.859816831 0.713907885
## 1850   0.995600847 0.987290992
## 1851   0.997654860 0.998585905
## 1852   0.984503671 0.981412533
## 1853   0.998331012 0.992005874
## 1854   0.995688813 0.989376894
## 1855   0.041034103 0.018630093
## 1856   0.470024366 0.367917026
## 1857   0.410954918 0.405387988
## 1858   0.957173549 0.977743710
## 1859   0.996186461 0.995518999
## 1860   0.976901455 0.986231270
## 1861   0.995712768 0.998091015
## 1862   0.885250475 0.874250647
## 1863   0.995281623 0.994663661
## 1864   0.998514444 0.998248295
## 1865   0.995511068 0.997265669
## 1866   0.981312921 0.980296178
## 1867   0.057282280 0.034266997
## 1868   0.927573666 0.849688404
## 1869   0.177659773 0.131589778
## 1870   0.993690871 0.996527432
## 1871   0.993217081 0.996040666
## 1872   0.625243628 0.467603668
## 1873   0.997581309 0.997700974
## 1874   0.998601581 0.998707179
## 1875   0.998584072 0.998469318
## 1876   0.741939406 0.863759786
## 1877   0.998461552 0.999255137
## 1878   0.944210085 0.920570424
## 1879   0.993930821 0.995809092
## 1880   0.996366430 0.990128913
## 1881   0.884060754 0.947806392
## 1882   0.992298129 0.997104037
## 1883   0.898698976 0.952231346
## 1884   0.931417917 0.896684872
## 1885   0.161573594 0.101508677
## 1886   0.994721995 0.997137611
## 1887   0.995648104 0.997092451
## 1888   0.997240168 0.998822360
## 1889   0.997007299 0.997884581
## 1890   0.235679592 0.161276709
## 1891   0.378967317 0.269845958
## 1892   0.987024550 0.989716636
## 1893   0.994757431 0.996045178
## 1894   0.991197365 0.993803528
## 1895   0.995150478 0.996466288
## 1896   0.998230567 0.995761329
## 1897   0.223360218 0.267903280
## 1898   0.671404252 0.400177935
## 1899   0.949136690 0.904576453
## 1900   0.879502303 0.840489589
## 1901   0.820700192 0.698707222
## 1902   0.997970587 0.995454346
## 1903   0.190712052 0.088388971
## 1904   0.985496510 0.994345028
## 1905   0.998096025 0.994502840
## 1906   0.999224222 0.999161533
## 1907   0.977121028 0.954502634
## 1908   0.998926776 0.993097411
## 1909   0.992232571 0.979369464
## 1910   0.123638848 0.053815133
## 1911   0.982439540 0.991181014
## 1912   0.999311980 0.993286334
## 1913   0.999053246 0.998144784
## 1914   0.606497936 0.448479736
## 1915   0.913726902 0.965976479
## 1916   0.986054424 0.983133788
## 1917   0.065138448 0.024743235
## 1918   0.993656132 0.995787358
## 1919   0.997814476 0.996848093
## 1920   0.997172334 0.998334953
## 1921   0.967700134 0.956517149
## 1922   0.957480557 0.975617755
## 1923   0.985581100 0.985639740
## 1924   0.800631117 0.606119437
## 1925   0.998692371 0.997895367
## 1926   0.988350554 0.939339959
## 1927   0.995454220 0.993478946
## 1928   0.998127036 0.998108010
## 1929   0.927406334 0.931720410
## 1930   0.917577850 0.953379539
## 1931   0.665323000 0.532095351
## 1932   0.983311313 0.990299008
## 1933   0.998037723 0.999276492
## 1934   0.998535660 0.997405699
## 1935   0.990829362 0.991563803
## 1936   0.981152646 0.990529372
## 1937   0.992425635 0.996329408
## 1938   0.985016902 0.981511699
## 1939   0.998942980 0.993294236
## 1940   0.937710209 0.950088733
## 1941   0.993292470 0.996322020
## 1942   0.997230334 0.993197376
## 1943   0.536143971 0.326198715
## 1944   0.995710726 0.993434087
## 1945   0.977480423 0.990804622
## 1946   0.967908890 0.771038319
## 1947   0.993181960 0.985077077
## 1948   0.296071646 0.246866163
## 1949   0.993673647 0.992890490
## 1950   0.997299458 0.996141943
## 1951   0.998763490 0.997059534
## 1952   0.790396737 0.298163120
## 1953   0.876036801 0.935914476
## 1954   0.990898753 0.989747953
## 1955   0.990962941 0.996042713
## 1956   0.992933215 0.992461846
## 1957   0.459546834 0.291023222
## 1958   0.998541173 0.998145350
## 1959   0.995558952 0.976898510
## 1960   0.999009840 0.967356527
## 1961   0.989790731 0.990010090
## 1962   0.991723524 0.997030276
## 1963   0.973255996 0.686390317
## 1964   0.980577611 0.976081736
## 1965   0.998918855 0.996960281
## 1966   0.988471619 0.721306816
## 1967   0.999349927 0.999763582
## 1968   0.948988450 0.871427778
## 1969   0.450688670 0.469291860
## 1970   0.208786971 0.110775227
## 1971   0.711126438 0.424439628
## 1972   0.999805268 0.995766100
## 1973   0.988421717 0.988289645
## 1974   0.996805680 0.951727255
## 1975   0.987142903 0.995221799
## 1976   0.994603910 0.997062493
## 1977   0.282067148 0.174085314
## 1978   0.411790977 0.323124236
## 1979   0.165117602 0.147157331
## 1980   0.991602398 0.996319704
## 1981   0.793988236 0.889154705
## 1982   0.989336413 0.993001608
## 1983   0.968120476 0.955334012
## 1984   0.998943044 0.997918864
## 1985   0.944457020 0.974829004
## 1986   0.953961221 0.968077781
## 1987   0.943247986 0.976348644
## 1988   0.999205304 0.999320630
## 1989   0.979460663 0.991722700
## 1990   0.996185839 0.982151548
## 1991   0.999662009 0.999348773
## 1992   0.851903366 0.661315738
## 1993   0.986198186 0.987487547
## 1994   0.991749753 0.991042461
## 1995   0.989327597 0.994452725
## 1996   0.994544671 0.996500210
## 1997   0.999144829 0.999703051
## 1998   0.613097502 0.469369371
## 1999   0.957577801 0.983930063
## 2000   0.980859704 0.990823629
## 2001   0.990033924 0.995160885
## 2002   0.991807922 0.956455638
## 2003   0.109424875 0.094430634
## 2004   0.999571544 0.999626914
## 2005   0.987988876 0.993855438
## 2006   0.989861888 0.994712715
## 2007   0.998871719 0.998665312
## 2008   0.998369810 0.972145499
## 2009   0.926461373 0.965551309
## 2010   0.784381176 0.514620450
## 2011   0.999756491 0.997049472
## 2012   0.998937337 0.998513289
## 2013   0.998900528 0.990902214
## 2014   0.751912587 0.449104536
## 2015   0.995570040 0.988344134
## 2016   0.990364314 0.981140554
## 2017   0.996084770 0.997108862
## 2018   0.538843627 0.278908043
## 2019   0.999104091 0.997460997
## 2020   0.641819703 0.635291823
## 2021   0.275581131 0.192076512
## 2022   0.998519068 0.941829321
## 2023   0.999120181 0.997984911
## 2024   0.706979495 0.846012727
## 2025   0.778827006 0.841963846
## 2026   0.994993282 0.994854381
## 2027   0.972259223 0.984618079
## 2028   0.920122977 0.957684890
## 2029   0.998825760 0.998830102
## 2030   0.991322096 0.983558013
## 2031   0.997338003 0.996321141
## 2032   0.932257656 0.893347470
## 2033   0.993740960 0.994783684
## 2034   0.996635834 0.996587776
## 2035   0.995180408 0.994168846
## 2036   0.975607846 0.964671087
## 2037   0.720895675 0.777078094
## 2038   0.184888270 0.161307608
## 2039   0.892421724 0.949473080
## 2040   0.863745859 0.892484672
## 2041   0.986832892 0.986938877
## 2042   0.916651236 0.899283386
## 2043   0.994307953 0.995534622
## 2044   0.752792333 0.811482596
## 2045   0.995775704 0.997693671
## 2046   0.988622146 0.989042486
## 2047   0.709601250 0.874283163
## 2048   0.966112175 0.976929063
## 2049   0.987790959 0.989676465
## 2050   0.998231426 0.999358857
## 2051   0.998474104 0.998244908
## 2052   0.963617473 0.985541234
## 2053   0.985463145 0.994996164
## 2054   0.856806195 0.669372077
## 2055   0.981825541 0.976118012
## 2056   0.997261802 0.996211622
## 2057   0.100384230 0.052884782
## 2058   0.986384213 0.994461399
## 2059   0.995737488 0.994245536
## 2060   0.976033079 0.981018582
## 2061   0.971365767 0.987997496
## 2062   0.831095067 0.919105421
## 2063   0.919329014 0.948300780
## 2064   0.963906969 0.981037094
## 2065   0.994183569 0.996229384
## 2066   0.186058213 0.094588076
## 2067   0.999148965 0.998341573
## 2068   0.975891895 0.951234259
## 2069   0.978901620 0.987967686
## 2070   0.988459799 0.994515901
## 2071   0.993502747 0.992840990
## 2072   0.944521383 0.972797013
## 2073   0.997901398 0.999110947
## 2074   0.987965763 0.987728778
## 2075   0.996645668 0.998776756
## 2076   0.917383450 0.626144035
## 2077   0.598502654 0.839223505
## 2078   0.997006152 0.936703831
## 2079   0.458353120 0.255705802
## 2080   0.931568982 0.944302751
## 2081   0.913112719 0.958825432
## 2082   0.997842482 0.997937486
## 2083   0.987193740 0.992258513
## 2084   0.980602101 0.953060183
## 2085   0.815434798 0.914495011
## 2086   0.789934522 0.367074797
## 2087   0.999396219 0.999129934
## 2088   0.069785147 0.288785324
## 2089   0.998441460 0.996042712
## 2090   0.990437063 0.993351320
## 2091   0.995747036 0.993767904
## 2092   0.998624483 0.995316119
## 2093   0.983757770 0.990169807
## 2094   0.811149952 0.411871750
## 2095   0.336740845 0.214193777
## 2096   0.998767860 0.998885657
## 2097   0.999186493 0.996196125
## 2098   0.958897802 0.555944341
## 2099   0.882994638 0.890580878
## 2100   0.991277487 0.996230166
## 2101   0.977656370 0.968432117
## 2102   0.817581901 0.568422200
## 2103   0.978631775 0.990271905
## 2104   0.976825201 0.988173003
## 2105   0.748854475 0.425538565
## 2106   0.960985290 0.984627638
## 2107   0.374178855 0.234278891
## 2108   0.989901045 0.994030785
## 2109   0.955838391 0.983123716
## 2110   0.981521148 0.991007645
## 2111   0.995944696 0.989943109
## 2112   0.981723815 0.992258164
## 2113   0.997265786 0.984654469
## 2114   0.632559269 0.594104941
## 2115   0.935467667 0.969914708
## 2116   0.910207462 0.969501739
## 2117   0.997257194 0.996908642
## 2118   0.620809620 0.447911616
## 2119   0.989211020 0.995041812
## 2120   0.855675130 0.662111758
## 2121   0.912891902 0.595780995
## 2122   0.988638865 0.996072046
## 2123   0.996407987 0.998087262
## 2124   0.998376779 0.997715183
## 2125   0.993583829 0.995192801
## 2126   0.995746554 0.997252361
## 2127   0.675900992 0.431459409
## 2128   0.999334321 0.992349853
## 2129   0.990304715 0.982222980
## 2130   0.979756771 0.983911979
## 2131   0.911408032 0.957539829
## 2132   0.980431319 0.974875586
## 2133   0.989656692 0.995142430
## 2134   0.980606846 0.974108042
## 2135   0.992044754 0.975616113
## 2136   0.941579675 0.945529940
## 2137   0.959787082 0.983177261
## 2138   0.998575831 0.996377458
## 2139   0.849256043 0.783004811
## 2140   0.986272069 0.968996759
## 2141   0.996363979 0.996517396
## 2142   0.981843679 0.956022918
## 2143   0.983245797 0.985298745
## 2144   0.903509334 0.959143624
## 2145   0.988955576 0.989988981
## 2146   0.798120701 0.898162201
## 2147   0.992334513 0.994077249
## 2148   0.996382724 0.992021338
## 2149   0.527585993 0.376908991
## 2150   0.962759597 0.980574678
## 2151   0.995601419 0.998075134
## 2152   0.381987221 0.172992186
## 2153   0.966515588 0.988146608
## 2154   0.991014869 0.934630571
## 2155   0.902156392 0.960029990
## 2156   0.999863238 0.999273978
## 2157   0.997804834 0.997261195
## 2158   0.999712571 0.998959489
## 2159   0.956118881 0.980785155
## 2160   0.504254329 0.282869250
## 2161   0.968667993 0.978637483
## 2162   0.965323599 0.744507377
## 2163   0.994052742 0.982166850
## 2164   0.978035860 0.987274624
## 2165   0.992384206 0.995610629
## 2166   0.061895617 0.048634274
## 2167   0.999308679 0.998385401
## 2168   0.911452293 0.964451273
## 2169   0.920301439 0.905174176
## 2170   0.965293623 0.978103501
## 2171   0.984903157 0.993616663
## 2172   0.889700729 0.949033972
## 2173   0.983778192 0.976598987
## 2174   0.936121203 0.964535230
## 2175   0.067777163 0.079229511
## 2176   0.997508382 0.993374278
## 2177   0.939672883 0.931901478
## 2178   0.975145630 0.981032084
## 2179   0.926502996 0.863173945
## 2180   0.939096337 0.968120453
## 2181   0.997447732 0.993332652
## 2182   0.998892027 0.992669091
## 2183   0.998367234 0.998234221
## 2184   0.989706524 0.984390154
## 2185   0.970465604 0.979085684
## 2186   0.981638020 0.992987551
## 2187   0.239101957 0.293610963
## 2188   0.991490790 0.980631693
## 2189   0.976726753 0.985732424
## 2190   0.993948499 0.988056066
## 2191   0.997819387 0.994335242
## 2192   0.990098191 0.975772111
## 2193   0.988946403 0.991239059
## 2194   0.437379399 0.356927622
## 2195   0.932188878 0.932475059
## 2196   0.997876095 0.999138130
## 2197   0.980370258 0.987469574
## 2198   0.933195140 0.955875778
## 2199   0.025325428 0.023266661
## 2200   0.998914470 0.999578290
## 2201   0.490727406 0.330367071
## 2202   0.991393573 0.995733588
## 2203   0.859741677 0.897689035
## 2204   0.967498046 0.443005108
## 2205   0.954465978 0.822081125
## 2206   0.735806087 0.493704035
## 2207   0.991884163 0.959025192
## 2208   0.974074108 0.703325356
## 2209   0.909725361 0.969618618
## 2210   0.842548439 0.929751115
## 2211   0.996906037 0.998806245
## 2212   0.996103620 0.998143525
## 2213   0.980916317 0.991267583
## 2214   0.974682033 0.990070266
## 2215   0.996838009 0.997209762
## 2216   0.991083467 0.985842474
## 2217   0.941027469 0.969907261
## 2218   0.111502551 0.054434888
## 2219   0.902590731 0.910513156
## 2220   0.972155547 0.974044698
## 2221   0.988537516 0.967187225
## 2222   0.970258507 0.975576734
## 2223   0.987555895 0.994031434
## 2224   0.990494541 0.992115796
## 2225   0.943555784 0.973907434
## 2226   0.997251755 0.997176941
## 2227   0.982265753 0.992308141
## 2228   0.737636398 0.403744026
## 2229   0.116084975 0.298168752
## 2230   0.987056363 0.982340889
## 2231   0.999306939 0.999619829
## 2232   0.999833146 0.997222781
## 2233   0.996646453 0.998134096
## 2234   0.997047779 0.996286355
## 2235   0.762529199 0.620850741
## 2236   0.992857928 0.997118201
## 2237   0.964371651 0.982674247
## 2238   0.984241736 0.965205645
## 2239   0.258527616 0.124639061
## 2240   0.965611918 0.726073602
## 2241   0.361230996 0.207551070
## 2242   0.978246542 0.990741772
## 2243   0.999464624 0.999505460
## 2244   0.400229414 0.327667458
## 2245   0.999379086 0.999553953
## 2246   0.999408872 0.999761381
## 2247   0.993573950 0.978861743
## 2248   0.996337769 0.998154251
## 2249   0.980582118 0.976789591
## 2250   0.992895801 0.994145160
## 2251   0.971674116 0.960605819
## 2252   0.993321787 0.996737930
## 2253   0.996409213 0.997080936
## 2254   0.962344069 0.984090711
## 2255   0.998091513 0.999308955
## 2256   0.998344817 0.995270422
## 2257   0.994101882 0.995389879
## 2258   0.196050569 0.240881090
## 2259   0.905662013 0.908309614
## 2260   0.548681725 0.269990809
## 2261   0.916739535 0.952546638
## 2262   0.999719845 0.999447558
## 2263   0.999399903 0.995900573
## 2264   0.999079315 0.997261864
## 2265   0.936859558 0.958058692
## 2266   0.173740262 0.110335458
## 2267   0.994420425 0.996881833
## 2268   0.988689614 0.992228459
## 2269   0.918453782 0.947764622
## 2270   0.997728745 0.999167207
## 2271   0.988230020 0.986656022
## 2272   0.996496159 0.998779832
## 2273   0.987788428 0.985125683
## 2274   0.985077840 0.979980599
## 2275   0.997749613 0.998240593
## 2276   0.184026410 0.091985004
## 2277   0.993790528 0.996424653
## 2278   0.992835816 0.987495792
## 2279   0.908288726 0.916718336
## 2280   0.997196263 0.998520712
## 2281   0.995208434 0.996963416
## 2282   0.977433078 0.977248501
## 2283   0.999893287 0.999891163
## 2284   0.144167713 0.075084396
## 2285   0.866521066 0.867768243
## 2286   0.998671055 0.989498416
## 2287   0.995908743 0.997086615
## 2288   0.977052895 0.985220404
## 2289   0.999570988 0.998772816
## 2290   0.994060988 0.993192758
## 2291   0.923939817 0.955464463
## 2292   0.997459247 0.998035977
## 2293   0.998284410 0.996848585
## 2294   0.996512915 0.996955856
## 2295   0.998465042 0.973708247
## 2296   0.936573815 0.951010238
## 2297   0.965225598 0.912139881
## 2298   0.654474112 0.662889417
## 2299   0.990866827 0.994233394
## 2300   0.992479527 0.985391439
## 2301   0.999441094 0.999109675
## 2302   0.973086504 0.977662803
## 2303   0.999643178 0.996393150
## 2304   0.970605408 0.967734390
## 2305   0.980976383 0.988574822
## 2306   0.995006539 0.997058736
## 2307   0.952960052 0.980502896
## 2308   0.893638050 0.947755324
## 2309   0.996104332 0.994819846
## 2310   0.996756233 0.998888036
## 2311   0.993975877 0.997284020
## 2312   0.932139149 0.819968751
## 2313   0.996271969 0.998134377
## 2314   0.998325542 0.999338321
## 2315   0.986476426 0.992792895
## 2316   0.996844086 0.998656909
## 2317   0.999776776 0.997441605
## 2318   0.801848999 0.564759301
## 2319   0.987375871 0.987483091
## 2320   0.119458299 0.056509584
## 2321   0.993552029 0.988610052
## 2322   0.994163424 0.995018087
## 2323   0.998759070 0.994450275
## 2324   0.987480807 0.992890278
## 2325   0.997452588 0.996372040
## 2326   0.996371379 0.996690127
## 2327   0.703570302 0.886041039
## 2328   0.529911057 0.616213182
## 2329   0.990267341 0.996145528
## 2330   0.893720145 0.821368527
## 2331   0.986708267 0.992753863
## 2332   0.995107981 0.998255458
## 2333   0.993220687 0.992708278
## 2334   0.612057770 0.230895791
## 2335   0.969342463 0.982185017
## 2336   0.969856119 0.935046153
## 2337   0.097374599 0.088722316
## 2338   0.980177423 0.992533081
## 2339   0.997608913 0.999180930
## 2340   0.993773752 0.986544648
## 2341   0.975385484 0.987459747
## 2342   0.982969735 0.980767337
## 2343   0.998141622 0.996133679
## 2344   0.979536177 0.992761636
## 2345   0.998006813 0.998650106
## 2346   0.999722904 0.993053197
## 2347   0.969423418 0.970813719
## 2348   0.970417505 0.986155366
## 2349   0.801971321 0.886425905
## 2350   0.051722773 0.037722220
## 2351   0.995433494 0.925670185
## 2352   0.998225999 0.998709599
## 2353   0.938252714 0.971840980
## 2354   0.942755807 0.970731390
## 2355   0.991996329 0.993046541
## 2356   0.064522322 0.030051831
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## 2809   0.991379413 0.992846596
## 2810   0.996449027 0.998816278
## 2811   0.997041477 0.997680412
## 2812   0.972675832 0.990225200
## 2813   0.960099624 0.986699862
## 2814   0.965512834 0.986502792
## 2815   0.876715149 0.956868670
## 2816   0.981163516 0.990387835
## 2817   0.998125915 0.971357241
## 2818   0.977494234 0.992433048
## 2819   0.415007081 0.189219546
## 2820   0.897450795 0.958727394
## 2821   0.985755479 0.993891753
## 2822   0.996900936 0.998964631
## 2823   0.897356364 0.962445740
## 2824   0.987358728 0.973784501
## 2825   0.990399863 0.996133284
## 2826   0.994467990 0.995489246
## 2827   0.992666513 0.996220352
## 2828   0.854923519 0.948829177
## 2829   0.926166957 0.971379970
## 2830   0.816993335 0.895765628
## 2831   0.498487231 0.293409220
## 2832   0.277841043 0.199369868
## 2833   0.993928705 0.997962712
## 2834   0.048600789 0.059750340
## 2835   0.970215817 0.987332428
## 2836   0.806100376 0.932510438
## 2837   0.960855739 0.982193516
## 2838   0.987414063 0.995804514
## 2839   0.842820462 0.896879140
## 2840   0.897536457 0.716278268
## 2841   0.940043603 0.979078369
## 2842   0.909873231 0.961233365
## 2843   0.943195443 0.978961020
## 2844   0.967949466 0.985312821
## 2845   0.553485850 0.297078265
## 2846   0.578354854 0.606982398
## 2847   0.993584183 0.665464272
## 2848   0.992446480 0.996143106
## 2849   0.955137696 0.972376398
## 2850   0.464586046 0.221014863
## 2851   0.521232106 0.562920816
## 2852   0.984085620 0.990028282
## 2853   0.880492363 0.951497394
## 2854   0.936535020 0.972841695
## 2855   0.347564853 0.757806096
## 2856   0.997243427 0.996389487
## 2857   0.944705650 0.980235202
## 2858   0.943684832 0.714568199
## 2859   0.993362030 0.997778278
## 2860   0.484016362 0.815944729
## 2861   0.998789220 0.990929612
## 2862   0.410682882 0.797896439
## 2863   0.984973326 0.994959718
## 2864   0.053474157 0.086266626
## 2865   0.920372456 0.971566531
## 2866   0.975049956 0.985635188
## 2867   0.589388040 0.538219616
## 2868   0.997447104 0.897921975
## 2869   0.965616300 0.988446510
## 2870   0.816981683 0.930152581
## 2871   0.856522647 0.406017580
## 2872   0.878773297 0.958921894
## 2873   0.985224105 0.993074699
## 2874   0.399606367 0.189759589
## 2875   0.352789939 0.346522491
## 2876   0.478615175 0.204229505
## 2877   0.939576040 0.536064458
## 2878   0.925844962 0.599080850
## 2879   0.992598023 0.991943119
## 2880   0.639868738 0.316655664
## 2881   0.983362221 0.993993026
## 2882   0.991555496 0.978517765
## 2883   0.993333166 0.996444325
## 2884   0.999881474 0.994627158
## 2885   0.987885259 0.995960523
## 2886   0.407905943 0.798822138
## 2887   0.998206377 0.995402122
## 2888   0.823849267 0.939137279
## 2889   0.552999291 0.850924696
## 2890   0.999280220 0.998426740
## 2891   0.877589199 0.951733791
## 2892   0.853144567 0.922855878
## 2893   0.994017530 0.996005290
## 2894   0.977238019 0.991424187
## 2895   0.989721311 0.715602324
## 2896   0.998773017 0.999590920
## 2897   0.992643218 0.996880442
## 2898   0.986516018 0.987438157
## 2899   0.681912384 0.538162348
## 2900   0.991920001 0.997306667
## 2901   0.979919595 0.990614312
## 2902   0.969263208 0.983749410
## 2903   0.930223057 0.969403932
## 2904   0.998823220 0.999607724
## 2905   0.977159631 0.989052906
## 2906   0.859960396 0.719341190
## 2907   0.996026809 0.995204265
## 2908   0.985835026 0.529404654
## 2909   0.996681985 0.983518778
## 2910   0.813182069 0.317658511
## 2911   0.998510744 0.991492443
## 2912   0.973664115 0.990554648
## 2913   0.964412927 0.983527193
## 2914   0.979712797 0.992570880
## 2915   0.969044565 0.770335398
## 2916   0.943081386 0.961203683
## 2917   0.975898562 0.991222398
## 2918   0.949959644 0.982613447
## 2919   0.916959112 0.541654413
## 2920   0.998264643 0.998754879
## 2921   0.962276131 0.986091952
## 2922   0.347952860 0.168021209
## 2923   0.995758411 0.987252118
## 2924   0.864836685 0.952874015
## 2925   0.830073581 0.943356256
## 2926   0.992485901 0.950919136
## 2927   0.882412568 0.959014807
## 2928   0.994921192 0.630136365
## 2929   0.966561373 0.982851724
## 2930   0.321959902 0.143758833
## 2931   0.967580320 0.986498464
## 2932   0.973275296 0.987758095
## 2933   0.920258638 0.972729848
## 2934   0.991796777 0.997265591
## 2935   0.876632562 0.948209244
## 2936   0.130421058 0.253962110
## 2937   0.788588507 0.679951698
## 2938   0.948275848 0.982756004
## 2939   0.995128025 0.998375706
## 2940   0.996470090 0.993431067
## 2941   0.432345911 0.433270945
## 2942   0.986061013 0.984307974
## 2943   0.989685073 0.995890405
## 2944   0.989974477 0.995974261
## 2945   0.998897610 0.994762976
## 2946   0.998478319 0.994824376
## 2947   0.293680626 0.205698110
## 2948   0.567197026 0.511376432
## 2949   0.998927861 0.996309064
## 2950   0.999291350 0.998429029
## 2951   0.996008128 0.982347630
## 2952   0.994829590 0.997609720
## 2953   0.991355109 0.997118112
## 2954   0.992853613 0.994951160
## 2955   0.867251225 0.945455681
## 2956   0.981193244 0.988278966
## 2957   0.996236867 0.998075226
## 2958   0.580015499 0.378804122
## 2959   0.922205814 0.391491286
## 2960   0.092671727 0.157062894
## 2961   0.973953165 0.982650840
## 2962   0.872217436 0.418443093
## 2963   0.399810511 0.173303183
## 2964   0.831415535 0.942462869
## 2965   0.436258063 0.803964730
## 2966   0.150848090 0.162869325
## 2967   0.997856158 0.998618712
## 2968   0.225505571 0.721845977
## 2969   0.327388523 0.752016558
## 2970   0.954271547 0.967393510
## 2971   0.990467556 0.994155842
## 2972   0.913079201 0.971023640
## 2973   0.265698389 0.130100503
## 2974   0.961126860 0.978374391
## 2975   0.988164132 0.994711722
## 2976   0.994242705 0.994640209
## 2977   0.192254713 0.599946328
## 2978   0.997260146 0.995079954
## 2979   0.997372502 0.997766617
## 2980   0.992816694 0.966269726
## 2981   0.212028955 0.150488635
## 2982   0.589860670 0.256912646
## 2983   0.957784460 0.951126577
## 2984   0.569111259 0.854868518
## 2985   0.843005892 0.931317907
## 2986   0.059579038 0.039602799
## 2987   0.990903973 0.969303704
## 2988   0.876281176 0.941309222
## 2989   0.993550070 0.994678733
## 2990   0.898828516 0.953820870
## 2991   0.982944853 0.986313057
## 2992   0.862966252 0.337391596
## 2993   0.047343938 0.027022667
## 2994   0.960938582 0.984353396
## 2995   0.279904633 0.153998192
## 2996   0.927588900 0.953659150
## 2997   0.993700190 0.992566406
## 2998   0.934057992 0.933166357
## 2999   0.789767040 0.910308586
## 3000   0.288152727 0.141482147
## 3001   0.994176625 0.998057397
## 3002   0.017006829 0.058245537
## 3003   0.927785817 0.973168965
## 3004   0.698664315 0.643020635
## 3005   0.801443693 0.894638835
## 3006   0.956870280 0.975617990
## 3007   0.899917225 0.658429458
## 3008   0.988578324 0.735429776
## 3009   0.738658145 0.338128201
## 3010   0.991112686 0.995700191
## 3011   0.886961709 0.958305857
## 3012   0.557826558 0.417616839
## 3013   0.736618224 0.910872733
## 3014   0.992969097 0.996322784
## 3015   0.803727611 0.932573023
## 3016   0.995240995 0.996413490
## 3017   0.974952779 0.976344284
## 3018   0.974041655 0.983775229
## 3019   0.973114491 0.990342067
## 3020   0.723444639 0.890480046
## 3021   0.555309683 0.251352106
## 3022   0.605560224 0.244593705
## 3023   0.894565766 0.959511005
## 3024   0.988436925 0.991458961
## 3025   0.993369321 0.994453217
## 3026   0.990846583 0.996948435
## 3027   0.988089866 0.995363119
## 3028   0.985240304 0.991079663
## 3029   0.983195437 0.990715788
## 3030   0.829089491 0.941207203
## 3031   0.181585331 0.085642699
## 3032   0.253282603 0.749037305
## 3033   0.982668019 0.984889266
## 3034   0.767627031 0.914605017
## 3035   0.979901914 0.991295275
## 3036   0.817566372 0.413004631
## 3037   0.962487254 0.984149766
## 3038   0.979118007 0.976096292
## 3039   0.551929105 0.268176005
result$average_c <- as.factor(ifelse(result$average>0.5, "E", "A"))

result %>% head()
##   rf.Attrited rf.Existed svm.Attrited svm.Existed logit.Attrited logit.Existed
## 1       0.072      0.928 1.471188e-08   1.0000000    0.004748114     0.9952519
## 2       0.028      0.972 2.971240e-06   0.9999970    0.018853133     0.9811469
## 3       0.010      0.990 6.216095e-04   0.9993784    0.026365668     0.9736343
## 4       0.012      0.988 2.402206e-09   1.0000000    0.003648888     0.9963511
## 5       0.002      0.998 4.298638e-06   0.9999957    0.003080709     0.9969193
## 6       0.010      0.990 1.854220e-04   0.9998146    0.061604852     0.9383951
##     average average_c
## 1 0.9744173         E
## 2 0.9843813         E
## 3 0.9876709         E
## 4 0.9947837         E
## 5 0.9983050         E
## 6 0.9760699         E

Voting

  • 다수결 투표에 의해 최종 예측값을 산출하는 방식
  • 모형이 3개 이므로 2개 이상 예측 결과가 같은 경우 최종 예측값으로 산출
result2 <- data.frame(rf = predict(rf_gridsearch, newdata = test, type = "raw"), 
           svm = predict(svm_gridsearch, newdata = test, type = "raw"), 
           logit = predict(logit2_gridsearch, newdata = test, type = "raw"))
## Warning in predict.lm(object, newdata, se.fit, scale = 1, type = if (type == :
## prediction from a rank-deficient fit may be misleading
result2$voting <- as.factor(ifelse(result2$rf == "Existed" & result2$svm == "Existed", "E",
                                   ifelse(result2$rf == "Existed" & result2$logit == "Existed", "E", 
                                          ifelse(result2$svm == "Existed" & result2$logit == "Existed", "E", "A"))))

result2 %>% head()
##        rf     svm   logit voting
## 1 Existed Existed Existed      E
## 2 Existed Existed Existed      E
## 3 Existed Existed Existed      E
## 4 Existed Existed Existed      E
## 5 Existed Existed Existed      E
## 6 Existed Existed Existed      E

weighted average

  • 모델 별로 예측 정확도가 다르기 때문에 예측 정확도가 높은 모델에 더 큰 가중치를 부여한 후 평균을 내는 방식
  • 예측 평가 지표는 임의로 선택하면 됨(모든 모델에 공통으로)
# rf : 0.9868
# svm : 0.9306
# logit : 0.9042

rf_w <- 0.9868/(0.9868 + 0.9306 + 0.9042)
svm_w <- 0.9306/(0.9868 + 0.9306 + 0.9042)
logit_w <- 0.9042/(0.9868 + 0.9306 + 0.9042)



result3 <- data.frame(rf = predict(rf_gridsearch, newdata = test, type = "prob"), 
           svm = predict(svm_gridsearch, newdata = test, type = "prob"), 
           logit = predict(logit2_gridsearch, newdata = test, type = "prob"))
## Warning in predict.lm(object, newdata, se.fit, scale = 1, type = if (type == :
## prediction from a rank-deficient fit may be misleading
result3$average <- (result$rf.Existed*rf_w) + (result$svm.Existed*svm_w) + (result$logit.Existed*logit_w)

result3
##      rf.Attrited rf.Existed svm.Attrited  svm.Existed logit.Attrited
## 1          0.072      0.928 1.471188e-08 0.9999999853   4.748114e-03
## 2          0.028      0.972 2.971240e-06 0.9999970288   1.885313e-02
## 3          0.010      0.990 6.216095e-04 0.9993783905   2.636567e-02
## 4          0.012      0.988 2.402206e-09 0.9999999976   3.648888e-03
## 5          0.002      0.998 4.298638e-06 0.9999957014   3.080709e-03
## 6          0.010      0.990 1.854220e-04 0.9998145780   6.160485e-02
## 7          0.000      1.000 1.332756e-02 0.9866724449   2.369975e-02
## 8          0.822      0.178 9.920156e-01 0.0079843888   9.543526e-01
## 9          0.000      1.000 4.207379e-03 0.9957926211   2.512090e-02
## 10         0.064      0.936 2.169103e-04 0.9997830897   1.420263e-03
## 11         0.008      0.992 1.613294e-02 0.9838670566   6.718353e-02
## 12         0.050      0.950 9.722333e-02 0.9027766694   6.088737e-02
## 13         0.290      0.710 9.661978e-01 0.0338021880   9.004821e-01
## 14         0.000      1.000 8.839670e-03 0.9911603297   1.569346e-02
## 15         0.092      0.908 8.140603e-02 0.9185939730   8.629704e-02
## 16         0.004      0.996 2.240840e-05 0.9999775916   5.482868e-03
## 17         0.020      0.980 7.185030e-02 0.9281497050   3.134935e-01
## 18         0.936      0.064 9.977701e-01 0.0022299048   9.838441e-01
## 19         0.010      0.990 1.771836e-02 0.9822816412   2.571612e-01
## 20         0.010      0.990 2.069167e-03 0.9979308328   1.576728e-01
## 21         0.004      0.996 1.882443e-02 0.9811755700   2.479739e-01
## 22         0.118      0.882 9.844923e-02 0.9015507652   5.549101e-01
## 23         0.074      0.926 2.573857e-05 0.9999742614   2.013970e-02
## 24         0.004      0.996 5.693007e-03 0.9943069930   1.554668e-01
## 25         0.072      0.928 5.345318e-03 0.9946546821   4.869932e-02
## 26         0.038      0.962 8.416818e-02 0.9158318186   5.172149e-02
## 27         0.024      0.976 2.486248e-04 0.9997513752   3.794532e-03
## 28         0.954      0.046 9.970298e-01 0.0029702121   9.896682e-01
## 29         0.010      0.990 4.767471e-04 0.9995232529   1.432280e-02
## 30         0.004      0.996 2.066054e-02 0.9793394557   7.921684e-02
## 31         0.128      0.872 6.927445e-01 0.3072555037   8.061237e-01
## 32         0.070      0.930 1.872394e-06 0.9999981276   1.024358e-01
## 33         0.056      0.944 1.578778e-03 0.9984212221   1.114991e-01
## 34         0.248      0.752 3.957569e-01 0.6042431413   6.224485e-01
## 35         0.046      0.954 2.647596e-01 0.7352404315   4.278866e-01
## 36         0.026      0.974 4.430825e-03 0.9955691749   2.206564e-01
## 37         0.004      0.996 4.363624e-02 0.9563637599   1.421571e-01
## 38         0.092      0.908 2.164323e-01 0.7835676739   5.296209e-01
## 39         0.604      0.396 6.440348e-01 0.3559652329   8.040106e-01
## 40         0.010      0.990 7.477511e-03 0.9925224891   6.671874e-02
## 41         0.084      0.916 2.639210e-04 0.9997360790   4.242109e-03
## 42         0.010      0.990 6.856287e-05 0.9999314371   3.985495e-02
## 43         0.002      0.998 2.500506e-02 0.9749949423   6.965092e-02
## 44         0.012      0.988 2.621545e-01 0.7378454729   2.377390e-01
## 45         0.016      0.984 3.404684e-03 0.9965953158   1.842155e-01
## 46         0.028      0.972 2.686765e-02 0.9731323519   1.208337e-01
## 47         0.018      0.982 4.143124e-06 0.9999958569   3.595624e-03
## 48         0.022      0.978 2.500117e-03 0.9974998835   3.200897e-02
## 49         0.032      0.968 5.711805e-02 0.9428819489   3.487782e-01
## 50         0.904      0.096 9.429317e-01 0.0570682960   9.379402e-01
## 51         0.022      0.978 2.845108e-02 0.9715489156   1.074929e-01
## 52         0.000      1.000 8.213423e-05 0.9999178658   8.901729e-02
## 53         0.062      0.938 1.376633e-02 0.9862336724   4.461479e-01
## 54         0.070      0.930 1.620445e-02 0.9837955453   4.248610e-02
## 55         0.122      0.878 3.397908e-01 0.6602092417   4.582771e-01
## 56         0.330      0.670 8.908683e-01 0.1091316741   8.731245e-01
## 57         0.052      0.948 1.383663e-01 0.8616337484   3.565339e-01
## 58         0.030      0.970 8.396288e-02 0.9160371203   2.146227e-02
## 59         0.144      0.856 3.145223e-02 0.9685477650   5.419312e-01
## 60         0.098      0.902 1.298746e-03 0.9987012536   6.019475e-03
## 61         0.276      0.724 1.572361e-03 0.9984276394   1.231182e-01
## 62         0.070      0.930 1.471815e-01 0.8528185309   3.756070e-01
## 63         0.010      0.990 2.051308e-04 0.9997948692   1.768208e-04
## 64         0.012      0.988 1.934313e-02 0.9806568725   4.185399e-02
## 65         0.054      0.946 3.043390e-01 0.6956609541   5.324716e-01
## 66         0.020      0.980 1.082061e-02 0.9891793932   1.987064e-02
## 67         0.002      0.998 8.114131e-03 0.9918858687   3.891134e-02
## 68         0.024      0.976 2.738645e-03 0.9972613552   1.008556e-02
## 69         0.040      0.960 1.723443e-01 0.8276557375   1.426727e-01
## 70         0.026      0.974 5.358059e-03 0.9946419411   1.063824e-01
## 71         0.024      0.976 1.002762e-01 0.8997237601   4.607608e-01
## 72         0.006      0.994 3.223509e-03 0.9967764909   1.814786e-01
## 73         0.000      1.000 6.187797e-03 0.9938122028   8.958137e-03
## 74         0.002      0.998 2.398212e-03 0.9976017880   1.818149e-03
## 75         0.846      0.154 5.935190e-01 0.4064809751   3.152632e-01
## 76         0.014      0.986 4.455426e-02 0.9554457369   4.835583e-01
## 77         0.068      0.932 4.891097e-01 0.5108903311   2.916173e-01
## 78         0.888      0.112 9.198278e-01 0.0801721768   9.346608e-01
## 79         0.060      0.940 2.706679e-01 0.7293320800   1.262296e-01
## 80         0.000      1.000 2.873576e-02 0.9712642382   3.950346e-01
## 81         0.012      0.988 9.361074e-04 0.9990638926   4.009858e-03
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## 83         0.034      0.966 2.670257e-03 0.9973297427   1.492693e-01
## 84         0.072      0.928 4.776959e-02 0.9522304142   1.006516e-01
## 85         0.018      0.982 1.305674e-02 0.9869432578   3.354842e-01
## 86         0.220      0.780 6.150985e-02 0.9384901503   5.243767e-01
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## 88         0.338      0.662 1.018472e-02 0.9898152826   2.035333e-02
## 89         0.788      0.212 6.253895e-01 0.3746104538   7.585176e-01
## 90         0.172      0.828 8.218032e-01 0.1781967731   7.921776e-01
## 91         0.006      0.994 4.790231e-06 0.9999952098   3.835649e-04
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## 93         0.230      0.770 8.334452e-01 0.1665548361   7.500417e-01
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## 99         0.018      0.982 7.577271e-02 0.9242272932   4.352515e-02
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## 121        0.000      1.000 1.668031e-02 0.9833196880   2.267230e-01
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## 128        0.016      0.984 2.523098e-02 0.9747690217   8.225649e-03
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## 132        0.086      0.914 4.345955e-03 0.9956540452   1.560899e-02
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## 134        0.044      0.956 1.055849e-01 0.8944151267   3.921414e-02
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## 138        0.000      1.000 2.525648e-03 0.9974743521   2.432229e-02
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## 145        0.096      0.904 2.774248e-02 0.9722575155   2.698969e-01
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## 147        0.930      0.070 9.960539e-01 0.0039461120   9.794465e-01
## 148        0.004      0.996 2.624075e-04 0.9997375925   1.208569e-02
## 149        0.002      0.998 6.917621e-03 0.9930823788   4.935587e-03
## 150        0.560      0.440 1.554175e-01 0.8445824997   6.139445e-01
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## 152        0.016      0.984 1.096460e-03 0.9989035401   1.022628e-02
## 153        0.756      0.244 7.838741e-01 0.2161259488   5.522894e-01
## 154        0.010      0.990 1.652368e-02 0.9834763197   3.418970e-01
## 155        0.106      0.894 1.620033e-02 0.9837996712   6.700030e-02
## 156        0.006      0.994 1.616652e-04 0.9998383348   3.710752e-03
## 157        0.008      0.992 6.267797e-03 0.9937322030   5.181876e-03
## 158        0.024      0.976 2.244400e-02 0.9775560049   2.758156e-01
## 159        0.132      0.868 3.562344e-02 0.9643765605   1.824195e-01
## 160        0.000      1.000 1.763710e-02 0.9823628982   8.919296e-03
## 161        0.002      0.998 1.068574e-04 0.9998931426   1.814777e-02
## 162        0.158      0.842 8.205693e-01 0.1794307305   8.113213e-01
## 163        0.006      0.994 3.393486e-03 0.9966065144   2.578954e-02
## 164        0.068      0.932 1.051107e-01 0.8948893369   7.363636e-02
## 165        0.012      0.988 8.637129e-03 0.9913628706   4.761742e-02
## 166        0.028      0.972 2.137327e-02 0.9786267252   1.369460e-02
## 167        0.008      0.992 5.808102e-03 0.9941918985   2.443809e-02
## 168        0.024      0.976 1.286529e-03 0.9987134708   4.633954e-02
## 169        0.004      0.996 1.541622e-02 0.9845837796   8.436906e-03
## 170        0.016      0.984 6.273050e-02 0.9372694985   3.437253e-01
## 171        0.014      0.986 8.136654e-03 0.9918633465   9.964438e-03
## 172        0.010      0.990 1.124289e-01 0.8875710551   2.276464e-02
## 173        0.064      0.936 1.525008e-01 0.8474992173   4.055994e-01
## 174        0.194      0.806 6.197146e-03 0.9938028542   6.117654e-03
## 175        0.102      0.898 2.943323e-02 0.9705667657   3.201452e-02
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## 180        0.024      0.976 4.130193e-01 0.5869806688   3.895004e-01
## 181        0.112      0.888 1.057903e-03 0.9989420966   4.392922e-02
## 182        0.040      0.960 1.202498e-02 0.9879750240   2.090398e-01
## 183        0.884      0.116 9.903913e-01 0.0096087220   9.069912e-01
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## 185        0.044      0.956 3.171484e-02 0.9682851605   1.322235e-02
## 186        0.134      0.866 7.872852e-02 0.9212714812   1.278805e-01
## 187        0.942      0.058 9.596555e-01 0.0403444899   8.619236e-01
## 188        0.062      0.938 9.695844e-03 0.9903041558   4.411679e-02
## 189        0.020      0.980 7.051861e-03 0.9929481387   9.100389e-02
## 190        0.764      0.236 6.158553e-01 0.3841446867   5.860352e-01
## 191        0.004      0.996 6.067446e-04 0.9993932554   9.595589e-03
## 192        0.004      0.996 2.015797e-02 0.9798420321   2.806717e-02
## 193        0.038      0.962 3.842041e-02 0.9615795916   9.984649e-02
## 194        0.022      0.978 2.659973e-02 0.9734002683   1.448642e-01
## 195        0.944      0.056 7.607572e-01 0.2392428286   9.023461e-01
## 196        0.008      0.992 2.215788e-02 0.9778421216   2.361656e-01
## 197        0.008      0.992 1.920031e-02 0.9807996915   2.264349e-02
## 198        0.132      0.868 5.169111e-01 0.4830889182   4.979915e-01
## 199        0.006      0.994 4.538962e-02 0.9546103814   4.564571e-02
## 200        0.016      0.984 1.862338e-02 0.9813766171   7.907494e-02
## 201        0.036      0.964 1.755679e-02 0.9824432125   1.097281e-01
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## 210        0.796      0.204 8.170267e-01 0.1829732651   3.347574e-01
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## 212        0.036      0.964 9.469902e-02 0.9053009839   7.474567e-01
## 213        0.020      0.980 6.314496e-02 0.9368550423   1.597256e-01
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## 220        0.958      0.042 9.802680e-01 0.0197320415   9.525603e-01
## 221        0.002      0.998 2.285399e-02 0.9771460099   1.110014e-01
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## 223        0.876      0.124 7.600590e-01 0.2399410421   8.080976e-01
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## 225        0.002      0.998 2.477836e-03 0.9975221640   7.603634e-03
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## 228        0.030      0.970 4.910715e-02 0.9508928503   8.205462e-02
## 229        0.042      0.958 9.854318e-02 0.9014568235   1.182406e-01
## 230        0.114      0.886 3.454578e-02 0.9654542199   1.008977e-01
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## 248        0.000      1.000 1.949454e-03 0.9980505457   1.699674e-02
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## 250        0.004      0.996 2.090344e-02 0.9790965589   5.289800e-02
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## 256        0.814      0.186 8.516454e-01 0.1483546389   7.921888e-01
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## 263        0.066      0.934 6.827078e-02 0.9317292176   1.579359e-01
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## 268        0.030      0.970 1.536396e-02 0.9846360436   1.463265e-01
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## 270        0.528      0.472 2.463227e-01 0.7536773119   4.284451e-01
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## 280        0.000      1.000 1.195591e-03 0.9988044090   6.698456e-03
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## 294        0.002      0.998 6.497260e-02 0.9350273996   4.126208e-02
## 295        0.016      0.984 8.395604e-05 0.9999160440   2.247459e-03
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## 300        0.872      0.128 9.972177e-01 0.0027822543   9.237942e-01
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## 310        0.010      0.990 9.032468e-02 0.9096753234   4.084979e-01
## 311        0.138      0.862 2.213294e-02 0.9778670579   6.304266e-02
## 312        0.030      0.970 7.341574e-02 0.9265842633   5.003423e-02
## 313        0.066      0.934 5.251869e-03 0.9947481311   1.014265e-02
## 314        0.038      0.962 3.391405e-01 0.6608594574   6.686083e-02
## 315        0.056      0.944 9.137457e-04 0.9990862543   1.991781e-02
## 316        0.012      0.988 3.273803e-03 0.9967261974   2.674048e-02
## 317        0.050      0.950 7.348045e-02 0.9265195507   8.171336e-03
## 318        0.014      0.986 2.040852e-02 0.9795914849   2.604703e-03
## 319        0.854      0.146 4.351679e-01 0.5648321005   7.633027e-01
## 320        0.022      0.978 8.617051e-02 0.9138294858   5.164429e-02
## 321        0.012      0.988 7.842630e-02 0.9215737030   2.923548e-01
## 322        0.030      0.970 3.372105e-03 0.9966278947   1.511850e-02
## 323        0.196      0.804 3.148903e-02 0.9685109668   9.601682e-02
## 324        0.006      0.994 3.649602e-03 0.9963503982   2.979182e-02
## 325        0.018      0.982 1.377947e-02 0.9862205290   4.392015e-01
## 326        0.084      0.916 1.270506e-01 0.8729493731   4.864063e-01
## 327        0.612      0.388 4.208323e-01 0.5791677096   1.352826e-01
## 328        0.010      0.990 6.464828e-03 0.9935351719   2.154353e-01
## 329        0.958      0.042 9.749141e-01 0.0250858715   9.654176e-01
## 330        0.002      0.998 3.629680e-02 0.9637031953   2.835069e-01
## 331        0.014      0.986 1.008256e-02 0.9899174353   8.389696e-02
## 332        0.014      0.986 7.156296e-02 0.9284370394   5.209774e-02
## 333        0.036      0.964 7.994281e-03 0.9920057187   8.344329e-03
## 334        0.054      0.946 3.014192e-01 0.6985808044   8.575716e-02
## 335        0.008      0.992 4.269790e-04 0.9995730210   1.613817e-03
## 336        0.006      0.994 3.053528e-03 0.9969464721   1.824111e-01
## 337        0.032      0.968 3.149085e-03 0.9968509154   7.225196e-02
## 338        0.030      0.970 6.951540e-02 0.9304845970   1.215656e-01
## 339        0.036      0.964 2.315928e-02 0.9768407178   5.007133e-02
## 340        0.026      0.974 8.808620e-03 0.9911913798   1.581183e-01
## 341        0.078      0.922 1.168065e-02 0.9883193541   1.403789e-02
## 342        0.364      0.636 1.499505e-01 0.8500494514   5.842242e-02
## 343        0.000      1.000 5.179651e-04 0.9994820349   6.139721e-02
## 344        0.116      0.884 4.574208e-04 0.9995425792   1.114958e-02
## 345        0.272      0.728 5.537607e-01 0.4462392699   3.314063e-01
## 346        0.026      0.974 1.261753e-01 0.8738247343   2.408952e-01
## 347        0.148      0.852 3.825733e-01 0.6174267416   3.735754e-01
## 348        0.032      0.968 4.159375e-01 0.5840625109   2.513119e-01
## 349        0.108      0.892 1.327786e-02 0.9867221410   3.764063e-02
## 350        0.870      0.130 7.253219e-01 0.2746781231   4.964475e-01
## 351        0.012      0.988 3.454838e-02 0.9654516231   1.242246e-01
## 352        0.532      0.468 8.295258e-02 0.9170474194   3.389515e-01
## 353        0.092      0.908 1.572044e-02 0.9842795642   4.990481e-02
## 354        0.054      0.946 3.116204e-02 0.9688379644   1.229826e-02
## 355        0.508      0.492 7.596314e-01 0.2403686435   9.375243e-01
## 356        0.040      0.960 6.314549e-02 0.9368545133   7.728681e-02
## 357        0.024      0.976 8.604314e-02 0.9139568593   1.127797e-01
## 358        0.018      0.982 8.154437e-02 0.9184556349   4.027854e-01
## 359        0.016      0.984 5.024395e-03 0.9949756050   1.245560e-01
## 360        0.756      0.244 4.321962e-01 0.5678037745   7.454761e-01
## 361        0.148      0.852 3.932971e-01 0.6067029469   4.359336e-01
## 362        0.190      0.810 1.490852e-04 0.9998509148   4.964823e-02
## 363        0.010      0.990 8.446700e-02 0.9155329953   9.980709e-02
## 364        0.094      0.906 1.965053e-02 0.9803494723   2.153272e-02
## 365        0.062      0.938 2.385847e-02 0.9761415318   2.036842e-02
## 366        0.016      0.984 4.402519e-03 0.9955974807   8.913488e-03
## 367        0.832      0.168 2.689792e-02 0.9731020824   5.409655e-01
## 368        0.148      0.852 2.982619e-01 0.7017380549   3.858079e-01
## 369        0.004      0.996 1.684661e-02 0.9831533872   1.072477e-01
## 370        0.020      0.980 3.921983e-02 0.9607801717   1.134884e-01
## 371        0.004      0.996 4.220762e-03 0.9957792375   5.536080e-02
## 372        0.054      0.946 1.746461e-02 0.9825353886   1.110398e-01
## 373        0.018      0.982 3.979157e-01 0.6020842657   7.744261e-01
## 374        0.060      0.940 3.700425e-02 0.9629957529   1.372975e-01
## 375        0.012      0.988 5.730894e-05 0.9999426911   2.759761e-02
## 376        0.018      0.982 8.578154e-03 0.9914218456   8.167380e-02
## 377        0.022      0.978 4.237488e-02 0.9576251217   2.112661e-02
## 378        0.016      0.984 7.173455e-02 0.9282654463   1.246437e-01
## 379        0.018      0.982 2.356373e-02 0.9764362734   2.157172e-02
## 380        0.322      0.678 5.837647e-01 0.4162352844   7.109175e-01
## 381        0.126      0.874 1.254857e-01 0.8745142864   1.480438e-01
## 382        0.010      0.990 2.909156e-01 0.7090843751   6.787393e-01
## 383        0.880      0.120 9.918415e-01 0.0081584939   9.535939e-01
## 384        0.008      0.992 5.990212e-03 0.9940097882   2.519340e-02
## 385        0.058      0.942 1.383641e-01 0.8616359393   3.479618e-01
## 386        0.104      0.896 5.899585e-01 0.4100414567   4.415798e-01
## 387        0.200      0.800 6.112685e-01 0.3887314797   8.645706e-01
## 388        0.106      0.894 2.123077e-01 0.7876923458   4.473998e-01
## 389        0.716      0.284 2.403941e-01 0.7596058729   8.102201e-01
## 390        0.038      0.962 1.333349e-02 0.9866665060   1.574781e-02
## 391        0.002      0.998 1.413454e-03 0.9985865464   1.374797e-02
## 392        0.026      0.974 1.714823e-01 0.8285177334   3.377219e-01
## 393        0.236      0.764 3.775980e-02 0.9622401991   1.374250e-01
## 394        0.098      0.902 1.123994e-02 0.9887600647   4.305961e-02
## 395        0.006      0.994 5.091697e-02 0.9490830324   3.481382e-01
## 396        0.094      0.906 2.089822e-02 0.9791017812   1.932283e-02
## 397        0.002      0.998 5.303235e-02 0.9469676459   1.739185e-01
## 398        0.006      0.994 6.454273e-03 0.9935457265   2.049625e-02
## 399        0.010      0.990 4.040659e-02 0.9595934094   7.328861e-03
## 400        0.046      0.954 5.460033e-02 0.9453996660   2.687246e-01
## 401        0.012      0.988 6.446137e-03 0.9935538630   7.863958e-02
## 402        0.044      0.956 7.443594e-02 0.9255640553   1.300310e-01
## 403        0.026      0.974 1.144939e-01 0.8855061079   2.922764e-01
## 404        0.726      0.274 6.427234e-01 0.3572765870   8.432596e-01
## 405        0.006      0.994 1.124612e-02 0.9887538793   4.347953e-02
## 406        0.022      0.978 2.470509e-02 0.9752949117   4.555384e-03
## 407        0.146      0.854 6.501203e-02 0.9349879728   1.939802e-01
## 408        0.204      0.796 7.059840e-01 0.2940159959   6.122783e-01
## 409        0.098      0.902 2.363559e-01 0.7636441287   2.049641e-01
## 410        0.088      0.912 3.926717e-01 0.6073283480   2.984880e-01
## 411        0.012      0.988 5.501945e-03 0.9944980555   4.351448e-03
## 412        0.120      0.880 9.160525e-02 0.9083947498   5.040289e-01
## 413        0.474      0.526 5.092064e-02 0.9490793590   2.349900e-01
## 414        0.508      0.492 5.792918e-01 0.4207081537   6.405308e-01
## 415        0.014      0.986 1.005789e-01 0.8994210534   1.586110e-01
## 416        0.154      0.846 1.734605e-01 0.8265394665   3.076882e-01
## 417        0.596      0.404 4.459586e-01 0.5540414082   2.362647e-01
## 418        0.022      0.978 3.785531e-02 0.9621446921   2.003667e-01
## 419        0.244      0.756 7.968002e-01 0.2031998118   7.691855e-01
## 420        0.028      0.972 1.161322e-02 0.9883867846   5.813823e-02
## 421        0.006      0.994 7.349574e-03 0.9926504262   4.038851e-03
## 422        0.038      0.962 9.528327e-04 0.9990471673   4.124846e-03
## 423        0.008      0.992 1.353444e-03 0.9986465561   1.764156e-02
## 424        0.028      0.972 3.038555e-01 0.6961445422   1.215724e-01
## 425        0.004      0.996 3.492259e-02 0.9650774060   3.738884e-02
## 426        0.022      0.978 4.365581e-02 0.9563441930   4.801357e-02
## 427        0.444      0.556 2.373345e-01 0.7626654805   4.057071e-01
## 428        0.010      0.990 6.845292e-03 0.9931547077   3.817220e-02
## 429        0.016      0.984 1.208920e-02 0.9879107980   1.004350e-01
## 430        0.026      0.974 1.164010e-01 0.8835990323   1.227684e-01
## 431        0.020      0.980 6.671411e-03 0.9933285895   7.550150e-02
## 432        0.018      0.982 5.919812e-02 0.9408018780   1.076124e-03
## 433        0.004      0.996 6.035979e-03 0.9939640214   4.256958e-02
## 434        0.002      0.998 2.429797e-03 0.9975702028   2.873117e-03
## 435        0.032      0.968 3.760515e-01 0.6239484898   6.357284e-01
## 436        0.098      0.902 4.938427e-01 0.5061572508   3.095593e-01
## 437        0.242      0.758 7.369568e-02 0.9263043242   8.582208e-02
## 438        0.004      0.996 7.474093e-03 0.9925259074   2.327624e-02
## 439        0.916      0.084 9.515261e-01 0.0484738913   8.623317e-01
## 440        0.084      0.916 4.540303e-02 0.9545969738   5.410579e-02
## 441        0.130      0.870 1.364601e-02 0.9863539946   6.337225e-02
## 442        0.098      0.902 3.123409e-03 0.9968765915   3.098140e-02
## 443        0.010      0.990 3.904369e-03 0.9960956306   2.468810e-02
## 444        0.006      0.994 7.344956e-04 0.9992655044   1.649633e-02
## 445        0.022      0.978 4.109649e-02 0.9589035075   3.592703e-02
## 446        0.112      0.888 2.427957e-02 0.9757204343   5.720573e-02
## 447        0.004      0.996 2.191574e-02 0.9780842563   1.019414e-01
## 448        0.022      0.978 1.148124e-01 0.8851876423   3.273516e-01
## 449        0.162      0.838 5.756096e-01 0.4243903537   8.308652e-01
## 450        0.018      0.982 7.725477e-03 0.9922745233   1.338741e-01
## 451        0.020      0.980 1.092007e-01 0.8907992563   1.147824e-02
## 452        0.058      0.942 1.593284e-01 0.8406715603   3.031420e-01
## 453        0.052      0.948 3.624324e-02 0.9637567646   7.064805e-02
## 454        0.050      0.950 1.717774e-02 0.9828222607   9.756381e-02
## 455        0.018      0.982 4.550875e-03 0.9954491252   1.919767e-02
## 456        0.014      0.986 3.973296e-03 0.9960267036   9.628778e-02
## 457        0.048      0.952 2.549316e-02 0.9745068414   1.871923e-02
## 458        0.004      0.996 4.913861e-03 0.9950861386   2.285753e-02
## 459        0.054      0.946 2.123087e-02 0.9787691271   2.064524e-02
## 460        0.046      0.954 6.490616e-03 0.9935093836   3.328114e-02
## 461        0.006      0.994 5.583213e-02 0.9441678747   1.355742e-01
## 462        0.012      0.988 9.609362e-02 0.9039063800   1.454852e-01
## 463        0.050      0.950 5.026364e-03 0.9949736358   1.453999e-02
## 464        0.014      0.986 6.870663e-02 0.9312933661   2.160181e-01
## 465        0.016      0.984 1.258427e-01 0.8741572554   2.633914e-01
## 466        0.242      0.758 1.658259e-02 0.9834174144   1.850584e-01
## 467        0.014      0.986 2.776664e-02 0.9722333574   1.947281e-01
## 468        0.008      0.992 6.636702e-04 0.9993363298   1.319414e-02
## 469        0.006      0.994 2.283256e-03 0.9977167437   1.547435e-03
## 470        0.010      0.990 1.488108e-01 0.8511891670   1.744788e-01
## 471        0.020      0.980 1.008419e-02 0.9899158100   1.093166e-01
## 472        0.002      0.998 3.671548e-03 0.9963284520   8.080431e-03
## 473        0.006      0.994 3.573194e-03 0.9964268059   4.480444e-02
## 474        0.722      0.278 9.731789e-01 0.0268210995   8.850669e-01
## 475        0.008      0.992 1.040622e-02 0.9895937774   1.987987e-02
## 476        0.004      0.996 1.247771e-02 0.9875222929   1.625415e-01
## 477        0.060      0.940 3.940484e-01 0.6059515527   6.042122e-01
## 478        0.018      0.982 2.487613e-02 0.9751238657   1.554263e-01
## 479        0.006      0.994 1.412599e-02 0.9858740072   2.223077e-02
## 480        0.028      0.972 5.373884e-02 0.9462611626   9.807018e-02
## 481        0.008      0.992 3.589798e-03 0.9964102023   5.370814e-03
## 482        0.068      0.932 1.515995e-03 0.9984840052   5.825102e-03
## 483        0.012      0.988 1.325047e-03 0.9986749525   1.774613e-02
## 484        0.004      0.996 2.497634e-02 0.9750236640   5.458494e-02
## 485        0.032      0.968 9.932320e-02 0.9006768015   8.306820e-02
## 486        0.850      0.150 9.752163e-01 0.0247837191   8.503484e-01
## 487        0.108      0.892 7.163352e-02 0.9283664754   1.234293e-01
## 488        0.002      0.998 3.302426e-02 0.9669757397   1.417746e-01
## 489        0.150      0.850 5.403812e-02 0.9459618797   1.598687e-01
## 490        0.156      0.844 3.041290e-02 0.9695870952   1.566023e-01
## 491        0.004      0.996 3.892707e-02 0.9610729337   1.600527e-01
## 492        0.902      0.098 9.767287e-01 0.0232713143   8.129172e-01
## 493        0.012      0.988 7.751495e-02 0.9224850486   3.258624e-01
## 494        0.006      0.994 6.269246e-04 0.9993730754   1.675508e-02
## 495        0.010      0.990 3.902676e-03 0.9960973242   6.254219e-04
## 496        0.000      1.000 1.314055e-02 0.9868594493   2.585454e-02
## 497        0.004      0.996 6.476528e-03 0.9935234723   8.574957e-03
## 498        0.138      0.862 4.691832e-01 0.5308167546   8.204425e-01
## 499        0.028      0.972 4.660346e-03 0.9953396537   1.653108e-02
## 500        0.002      0.998 3.387531e-03 0.9966124695   3.908589e-03
## 501        0.818      0.182 4.478505e-01 0.5521494589   7.706364e-01
## 502        0.012      0.988 1.511024e-02 0.9848897559   1.948636e-02
## 503        0.012      0.988 2.605297e-02 0.9739470350   2.080080e-01
## 504        0.078      0.922 1.842671e-01 0.8157329376   1.028473e-01
## 505        0.008      0.992 5.093345e-02 0.9490665542   1.460401e-01
## 506        0.080      0.920 3.727639e-02 0.9627236053   7.780888e-02
## 507        0.008      0.992 7.845246e-03 0.9921547543   7.265501e-02
## 508        0.062      0.938 3.999457e-02 0.9600054269   5.943720e-02
## 509        0.488      0.512 7.164423e-01 0.2835576725   7.569423e-01
## 510        0.032      0.968 1.702379e-02 0.9829762082   9.484967e-02
## 511        0.042      0.958 2.128437e-02 0.9787156303   2.393381e-02
## 512        0.048      0.952 6.350637e-04 0.9993649363   1.947273e-02
## 513        0.320      0.680 6.769989e-01 0.3230010596   2.045362e-01
## 514        0.024      0.976 8.420484e-02 0.9157951597   3.779090e-01
## 515        0.070      0.930 1.748586e-02 0.9825141402   1.936784e-01
## 516        0.118      0.882 4.966560e-04 0.9995033440   1.339823e-02
## 517        0.694      0.306 1.732334e-04 0.9998267666   3.150377e-02
## 518        0.018      0.982 4.093622e-02 0.9590637824   1.951473e-01
## 519        0.102      0.898 2.508718e-01 0.7491281704   6.764745e-01
## 520        0.054      0.946 2.719455e-02 0.9728054514   1.301388e-01
## 521        0.028      0.972 1.198136e-01 0.8801864112   3.629729e-01
## 522        0.060      0.940 3.989980e-04 0.9996010020   7.370518e-02
## 523        0.014      0.986 5.786166e-03 0.9942138345   3.215070e-03
## 524        0.030      0.970 9.868221e-02 0.9013177923   1.199249e-01
## 525        0.038      0.962 1.042281e-01 0.8957719104   1.023424e-01
## 526        0.134      0.866 7.636959e-02 0.9236304059   2.436120e-01
## 527        0.064      0.936 5.148122e-01 0.4851878259   3.399964e-01
## 528        0.040      0.960 4.073755e-01 0.5926245009   3.893025e-01
## 529        0.020      0.980 5.725985e-02 0.9427401509   8.625786e-02
## 530        0.034      0.966 1.538500e-02 0.9846149981   4.613824e-03
## 531        0.052      0.948 1.243636e-04 0.9998756364   2.936295e-03
## 532        0.042      0.958 2.884671e-02 0.9711532890   2.302913e-02
## 533        0.036      0.964 4.796160e-03 0.9952038397   3.267810e-02
## 534        0.046      0.954 7.607747e-03 0.9923922534   9.726951e-03
## 535        0.074      0.926 1.713702e-02 0.9828629830   1.618682e-02
## 536        0.082      0.918 2.244418e-02 0.9775558206   3.192578e-02
## 537        0.058      0.942 2.607161e-02 0.9739283897   5.554777e-02
## 538        0.148      0.852 5.518481e-01 0.4481518557   6.517319e-01
## 539        0.040      0.960 6.062130e-01 0.3937869922   2.435508e-01
## 540        0.052      0.948 8.481328e-02 0.9151867238   5.688360e-01
## 541        0.042      0.958 8.249288e-04 0.9991750712   6.532000e-02
## 542        0.128      0.872 1.641137e-01 0.8358863462   2.835691e-01
## 543        0.008      0.992 6.286381e-03 0.9937136190   3.786915e-03
## 544        0.004      0.996 2.576311e-02 0.9742368930   9.372213e-02
## 545        0.014      0.986 6.940356e-04 0.9993059644   5.516590e-04
## 546        0.004      0.996 1.010712e-02 0.9898928794   9.295360e-03
## 547        0.058      0.942 3.645281e-04 0.9996354719   4.635045e-02
## 548        0.004      0.996 5.644241e-02 0.9435575935   2.531639e-01
## 549        0.088      0.912 2.479770e-02 0.9752022984   2.240006e-02
## 550        0.058      0.942 8.674687e-03 0.9913253131   6.042976e-02
## 551        0.054      0.946 2.091362e-02 0.9790863789   4.031529e-03
## 552        0.060      0.940 1.475884e-01 0.8524115525   1.004194e-01
## 553        0.068      0.932 4.158380e-02 0.9584161983   9.548759e-02
## 554        0.006      0.994 2.061098e-02 0.9793890235   4.551801e-02
## 555        0.050      0.950 2.099690e-03 0.9979003097   1.590552e-02
## 556        0.036      0.964 9.342298e-02 0.9065770167   6.851293e-02
## 557        0.048      0.952 3.164574e-01 0.6835426252   4.568588e-01
## 558        0.032      0.968 4.503397e-02 0.9549660340   9.474917e-02
## 559        0.020      0.980 2.675640e-01 0.7324359890   4.107147e-01
## 560        0.070      0.930 1.365141e-02 0.9863485894   6.916248e-03
## 561        0.580      0.420 3.337402e-01 0.6662598212   3.924439e-01
## 562        0.030      0.970 1.106530e-01 0.8893469532   1.236237e-01
## 563        0.002      0.998 1.282217e-02 0.9871778329   8.390443e-02
## 564        0.122      0.878 7.601037e-02 0.9239896316   2.480752e-01
## 565        0.152      0.848 2.207037e-02 0.9779296317   8.921246e-01
## 566        0.038      0.962 6.338739e-04 0.9993661261   3.092524e-02
## 567        0.048      0.952 6.388551e-02 0.9361144860   9.714589e-02
## 568        0.830      0.170 9.769506e-01 0.0230494451   9.935741e-01
## 569        0.118      0.882 4.041719e-03 0.9959582806   7.129210e-04
## 570        0.020      0.980 2.360322e-02 0.9763967826   5.641924e-02
## 571        0.250      0.750 1.462891e-02 0.9853710853   1.070134e-01
## 572        0.202      0.798 1.387433e-01 0.8612566893   2.910081e-01
## 573        0.010      0.990 5.286800e-03 0.9947131997   1.640986e-01
## 574        0.016      0.984 6.588466e-03 0.9934115345   2.120827e-02
## 575        0.036      0.964 5.885224e-02 0.9411477562   3.102127e-01
## 576        0.154      0.846 1.277662e-01 0.8722337678   6.576228e-01
## 577        0.016      0.984 1.399544e-02 0.9860045634   5.125485e-02
## 578        0.002      0.998 5.185515e-03 0.9948144851   1.524308e-02
## 579        0.064      0.936 2.756293e-02 0.9724370677   2.201671e-02
## 580        0.034      0.966 9.674668e-02 0.9032533176   1.860429e-01
## 581        0.984      0.016 9.996296e-01 0.0003704410   9.965337e-01
## 582        0.038      0.962 2.856425e-02 0.9714357510   8.387948e-02
## 583        0.046      0.954 3.005647e-01 0.6994353399   5.270755e-01
## 584        0.056      0.944 5.523086e-02 0.9447691416   2.075101e-01
## 585        0.374      0.626 7.825120e-01 0.2174879969   6.282276e-01
## 586        0.016      0.984 1.697956e-01 0.8302043510   1.425534e-01
## 587        0.036      0.964 2.512739e-03 0.9974872612   3.051548e-03
## 588        0.018      0.982 6.932196e-03 0.9930678042   7.905688e-03
## 589        0.330      0.670 3.563640e-01 0.6436360130   1.314057e-01
## 590        0.006      0.994 6.690484e-02 0.9330951608   2.207043e-01
## 591        0.110      0.890 4.178136e-01 0.5821863589   1.494904e-01
## 592        0.002      0.998 7.556546e-03 0.9924434537   3.915582e-02
## 593        0.032      0.968 3.757614e-01 0.6242385787   6.910438e-01
## 594        0.008      0.992 9.672141e-03 0.9903278594   1.519726e-02
## 595        0.004      0.996 3.600862e-05 0.9999639914   8.515263e-03
## 596        0.002      0.998 1.440752e-03 0.9985592483   1.811449e-02
## 597        0.034      0.966 3.535711e-02 0.9646428870   1.116232e-01
## 598        0.742      0.258 3.369670e-02 0.9663032965   3.278710e-01
## 599        0.026      0.974 3.089967e-02 0.9691003269   5.117565e-02
## 600        0.002      0.998 1.054257e-02 0.9894574319   9.872928e-02
## 601        0.026      0.974 1.470902e-01 0.8529098251   2.228993e-01
## 602        0.060      0.940 1.447089e-01 0.8552910975   5.818593e-02
## 603        0.040      0.960 9.592306e-03 0.9904076940   2.541388e-03
## 604        0.090      0.910 1.590114e-02 0.9840988605   4.929577e-03
## 605        0.086      0.914 6.007561e-01 0.3992439372   6.484455e-01
## 606        0.004      0.996 1.238851e-04 0.9998761149   1.978232e-03
## 607        0.074      0.926 2.548594e-03 0.9974514064   1.625570e-01
## 608        0.036      0.964 6.773079e-02 0.9322692144   1.264935e-01
## 609        0.030      0.970 3.826981e-02 0.9617301942   5.300308e-02
## 610        0.046      0.954 3.906196e-02 0.9609380423   2.406472e-02
## 611        0.014      0.986 3.231950e-02 0.9676804964   8.506207e-03
## 612        0.038      0.962 1.000593e-01 0.8999407023   6.222872e-03
## 613        0.136      0.864 1.691832e-01 0.8308168319   1.034490e-01
## 614        0.016      0.984 4.031102e-01 0.5968898265   2.965957e-01
## 615        0.012      0.988 2.737912e-02 0.9726208805   1.214128e-01
## 616        0.024      0.976 2.343776e-02 0.9765622372   4.960440e-03
## 617        0.026      0.974 7.313533e-02 0.9268646725   6.654889e-02
## 618        0.148      0.852 2.096225e-02 0.9790377462   3.501940e-01
## 619        0.176      0.824 1.455834e-02 0.9854416592   4.413265e-02
## 620        0.094      0.906 3.358547e-01 0.6641453235   2.022874e-02
## 621        0.010      0.990 2.088684e-02 0.9791131552   6.746549e-02
## 622        0.146      0.854 1.065989e-01 0.8934011368   2.062052e-01
## 623        0.150      0.850 5.423988e-02 0.9457601151   4.721916e-02
## 624        0.200      0.800 7.863162e-02 0.9213683841   1.170324e-01
## 625        0.042      0.958 4.666324e-03 0.9953336761   8.916589e-02
## 626        0.012      0.988 2.916807e-02 0.9708319339   1.017254e-01
## 627        0.954      0.046 9.943682e-01 0.0056317657   9.882721e-01
## 628        0.198      0.802 8.334542e-01 0.1665458150   6.208545e-01
## 629        0.058      0.942 4.363246e-02 0.9563675402   2.961924e-01
## 630        0.006      0.994 4.308332e-02 0.9569166808   1.038940e-02
## 631        0.052      0.948 8.101162e-02 0.9189883785   4.516114e-02
## 632        0.034      0.966 1.094843e-01 0.8905157380   1.727841e-01
## 633        0.042      0.958 8.602389e-03 0.9913976107   1.712954e-02
## 634        0.002      0.998 1.640379e-02 0.9835962055   3.059491e-02
## 635        0.012      0.988 7.443406e-02 0.9255659381   5.754188e-02
## 636        0.156      0.844 1.964858e-01 0.8035141766   6.632847e-02
## 637        0.012      0.988 8.053245e-02 0.9194675547   1.381956e-01
## 638        0.034      0.966 1.122771e-02 0.9887722909   4.775515e-02
## 639        0.964      0.036 9.193646e-01 0.0806353691   7.508905e-01
## 640        0.010      0.990 4.515962e-03 0.9954840379   3.836621e-02
## 641        0.066      0.934 1.781919e-02 0.9821808089   7.976116e-02
## 642        0.086      0.914 4.925182e-01 0.5074818488   4.766945e-01
## 643        0.018      0.982 6.185517e-04 0.9993814483   2.723871e-03
## 644        0.014      0.986 9.586325e-03 0.9904136753   3.635543e-03
## 645        0.020      0.980 5.639489e-01 0.4360511164   9.156507e-02
## 646        0.054      0.946 1.033404e-02 0.9896659635   5.637772e-03
## 647        0.086      0.914 2.997402e-03 0.9970025983   7.909894e-03
## 648        0.006      0.994 2.959776e-02 0.9704022373   2.342698e-01
## 649        0.056      0.944 1.352512e-01 0.8647487541   2.064668e-02
## 650        0.000      1.000 1.427290e-02 0.9857271005   1.946170e-01
## 651        0.048      0.952 7.963090e-03 0.9920369102   2.848527e-01
## 652        0.020      0.980 4.459260e-02 0.9554074043   3.478905e-01
## 653        0.036      0.964 5.905763e-02 0.9409423703   5.376615e-03
## 654        0.040      0.960 1.178878e-03 0.9988211225   1.943013e-02
## 655        0.006      0.994 4.780131e-03 0.9952198691   7.349148e-02
## 656        0.076      0.924 1.339169e-02 0.9866083078   1.428703e-02
## 657        0.016      0.984 1.911709e-02 0.9808829135   4.906861e-02
## 658        0.038      0.962 2.034781e-01 0.7965218543   3.304022e-01
## 659        0.030      0.970 1.084035e-01 0.8915964825   2.291368e-01
## 660        0.088      0.912 5.436795e-02 0.9456320482   2.087641e-01
## 661        0.018      0.982 2.361187e-02 0.9763881284   4.712736e-02
## 662        0.018      0.982 1.194637e-01 0.8805363020   3.013016e-01
## 663        0.022      0.978 2.391447e-02 0.9760855328   1.610945e-01
## 664        0.026      0.974 3.703843e-02 0.9629615726   1.614262e-01
## 665        0.004      0.996 9.195688e-02 0.9080431182   8.111929e-02
## 666        0.040      0.960 2.426097e-05 0.9999757390   7.384498e-05
## 667        0.026      0.974 5.724485e-02 0.9427551485   4.314818e-01
## 668        0.052      0.948 8.525590e-03 0.9914744096   9.634149e-02
## 669        0.944      0.056 9.808222e-01 0.0191777657   9.737465e-01
## 670        0.054      0.946 3.608448e-01 0.6391552285   1.544041e-01
## 671        0.006      0.994 2.229012e-03 0.9977709885   5.019585e-02
## 672        0.042      0.958 2.825447e-03 0.9971745534   6.159075e-02
## 673        0.008      0.992 2.770106e-02 0.9722989446   1.589916e-01
## 674        0.782      0.218 9.965734e-01 0.0034266215   9.460245e-01
## 675        0.032      0.968 1.823851e-03 0.9981761489   3.444131e-02
## 676        0.000      1.000 9.962101e-03 0.9900378995   2.407865e-03
## 677        0.004      0.996 9.186317e-02 0.9081368257   5.429928e-02
## 678        0.078      0.922 1.225203e-01 0.8774796789   1.687000e-01
## 679        0.132      0.868 6.410652e-02 0.9358934816   2.891557e-01
## 680        0.152      0.848 1.536084e-02 0.9846391612   3.919816e-03
## 681        0.028      0.972 1.362851e-02 0.9863714939   9.494987e-03
## 682        0.044      0.956 7.297863e-02 0.9270213717   2.762282e-01
## 683        0.038      0.962 1.704023e-02 0.9829597699   1.538270e-04
## 684        0.866      0.134 8.921821e-01 0.1078178990   8.095118e-01
## 685        0.018      0.982 1.441665e-02 0.9855833484   4.508875e-03
## 686        0.008      0.992 1.093928e-03 0.9989060716   3.479146e-03
## 687        0.018      0.982 3.251015e-03 0.9967489851   4.692994e-03
## 688        0.144      0.856 1.210025e-02 0.9878997482   2.965220e-01
## 689        0.010      0.990 8.625015e-02 0.9137498534   2.788119e-01
## 690        0.036      0.964 2.127370e-02 0.9787263018   1.978043e-01
## 691        0.032      0.968 7.857871e-03 0.9921421291   3.590342e-02
## 692        0.334      0.666 2.099900e-01 0.7900099932   3.957891e-01
## 693        0.110      0.890 1.331560e-02 0.9866843971   6.050993e-03
## 694        0.002      0.998 1.974050e-03 0.9980259496   1.840021e-02
## 695        0.002      0.998 2.215817e-02 0.9778418308   1.169914e-01
## 696        0.006      0.994 1.145781e-01 0.8854219179   1.697977e-01
## 697        0.134      0.866 5.183963e-02 0.9481603748   8.074434e-02
## 698        0.910      0.090 9.920348e-01 0.0079651621   9.891195e-01
## 699        0.024      0.976 2.017821e-03 0.9979821787   3.501874e-02
## 700        0.014      0.986 6.675602e-01 0.3324397503   1.015172e-01
## 701        0.010      0.990 9.945947e-03 0.9900540531   1.449095e-01
## 702        0.022      0.978 2.921742e-02 0.9707825791   6.723935e-02
## 703        0.034      0.966 2.965068e-03 0.9970349319   2.026298e-01
## 704        0.010      0.990 1.072560e-02 0.9892743996   7.818280e-03
## 705        0.008      0.992 1.876083e-02 0.9812391658   5.117589e-03
## 706        0.004      0.996 5.297135e-02 0.9470286526   5.039242e-02
## 707        0.112      0.888 6.186477e-01 0.3813523363   4.105270e-01
## 708        0.176      0.824 1.739341e-03 0.9982606586   1.773732e-02
## 709        0.002      0.998 3.562918e-02 0.9643708223   1.186367e-01
## 710        0.036      0.964 6.721385e-03 0.9932786152   1.641788e-02
## 711        0.204      0.796 1.072229e-01 0.8927771340   3.036068e-01
## 712        0.004      0.996 3.106861e-03 0.9968931390   3.049735e-03
## 713        0.766      0.234 9.150271e-01 0.0849729019   9.236313e-01
## 714        0.058      0.942 5.071299e-03 0.9949287012   2.876477e-03
## 715        0.884      0.116 9.685520e-01 0.0314479943   7.413037e-01
## 716        0.698      0.302 8.531769e-01 0.1468230595   6.773695e-01
## 717        0.186      0.814 5.406459e-01 0.4593541205   1.402226e-01
## 718        0.672      0.328 1.089378e-01 0.8910621936   3.363729e-01
## 719        0.022      0.978 7.137977e-03 0.9928620230   6.961240e-03
## 720        0.052      0.948 6.811320e-01 0.3188679521   1.153318e-01
## 721        0.030      0.970 4.604892e-02 0.9539510764   1.810025e-01
## 722        0.112      0.888 3.878882e-03 0.9961211183   1.934094e-01
## 723        0.008      0.992 2.054771e-02 0.9794522899   2.163055e-01
## 724        0.448      0.552 3.316998e-01 0.6683002490   1.131371e-01
## 725        0.120      0.880 2.046156e-01 0.7953844083   8.941990e-02
## 726        0.002      0.998 3.312116e-03 0.9966878843   2.891131e-03
## 727        0.162      0.838 2.134964e-01 0.7865035634   3.799058e-01
## 728        0.020      0.980 5.595555e-03 0.9944044455   3.386062e-01
## 729        0.032      0.968 2.188992e-02 0.9781100833   2.043060e-01
## 730        0.066      0.934 3.461179e-01 0.6538821296   6.104265e-01
## 731        0.164      0.836 4.410515e-02 0.9558948492   1.172872e-02
## 732        0.864      0.136 9.028676e-01 0.0971324180   3.190323e-01
## 733        0.030      0.970 1.899623e-01 0.8100376935   1.573319e-01
## 734        0.004      0.996 2.095411e-01 0.7904589329   2.977085e-01
## 735        0.126      0.874 1.305713e-02 0.9869428668   2.054727e-02
## 736        0.054      0.946 1.830216e-01 0.8169783693   2.964544e-01
## 737        0.000      1.000 5.349657e-03 0.9946503432   1.320789e-03
## 738        0.132      0.868 2.379352e-01 0.7620648041   4.535529e-02
## 739        0.006      0.994 2.793657e-03 0.9972063431   1.577175e-03
## 740        0.022      0.978 2.122853e-02 0.9787714652   3.339688e-01
## 741        0.036      0.964 7.737196e-03 0.9922628040   8.291557e-02
## 742        0.082      0.918 6.583565e-03 0.9934164352   7.257572e-02
## 743        0.004      0.996 2.872473e-03 0.9971275275   8.882956e-04
## 744        0.010      0.990 1.677447e-02 0.9832255294   3.752399e-03
## 745        0.044      0.956 1.010981e-02 0.9898901859   1.363424e-02
## 746        0.014      0.986 1.516959e-01 0.8483041182   6.321042e-02
## 747        0.102      0.898 3.123597e-02 0.9687640291   4.764214e-02
## 748        0.126      0.874 8.750070e-02 0.9124992954   7.203165e-02
## 749        0.008      0.992 1.180761e-02 0.9881923906   2.116835e-01
## 750        0.018      0.982 4.914816e-02 0.9508518422   1.672603e-02
## 751        0.050      0.950 3.746521e-02 0.9625347881   4.780402e-02
## 752        0.130      0.870 1.240094e-01 0.8759906062   3.539694e-01
## 753        0.042      0.958 8.055960e-03 0.9919440404   1.433451e-01
## 754        0.022      0.978 1.397825e-04 0.9998602175   6.930094e-04
## 755        0.164      0.836 2.750363e-02 0.9724963709   1.001766e-01
## 756        0.294      0.706 7.205064e-02 0.9279493593   1.103333e-01
## 757        0.032      0.968 6.186582e-02 0.9381341795   3.044830e-02
## 758        0.008      0.992 2.150495e-01 0.7849504742   1.994962e-02
## 759        0.168      0.832 1.397900e-02 0.9860210009   5.221177e-02
## 760        0.058      0.942 4.446361e-02 0.9555363866   1.401460e-02
## 761        0.022      0.978 3.051552e-01 0.6948448112   4.770464e-01
## 762        0.004      0.996 2.407605e-03 0.9975923949   2.311986e-03
## 763        0.118      0.882 7.315150e-02 0.9268485026   7.450052e-01
## 764        0.128      0.872 5.707273e-01 0.4292726605   6.721476e-01
## 765        0.012      0.988 5.490975e-03 0.9945090252   3.012252e-03
## 766        0.004      0.996 3.614445e-03 0.9963855548   4.260043e-03
## 767        0.016      0.984 2.313115e-03 0.9976868845   7.123169e-02
## 768        0.002      0.998 5.205345e-03 0.9947946551   3.465914e-03
## 769        0.004      0.996 5.069881e-03 0.9949301189   9.434742e-03
## 770        0.012      0.988 8.154972e-02 0.9184502764   2.303368e-01
## 771        0.028      0.972 2.033683e-02 0.9796631659   2.084387e-03
## 772        0.128      0.872 5.537377e-01 0.4462622642   7.553771e-01
## 773        0.064      0.936 3.799716e-01 0.6200283552   4.250533e-01
## 774        0.000      1.000 3.384586e-02 0.9661541360   1.734016e-02
## 775        0.768      0.232 5.856069e-01 0.4143931187   3.072548e-01
## 776        0.006      0.994 1.247421e-02 0.9875257854   1.308905e-01
## 777        0.000      1.000 2.598591e-02 0.9740140942   9.050065e-03
## 778        0.060      0.940 5.802020e-02 0.9419798047   8.647864e-02
## 779        0.034      0.966 5.819965e-04 0.9994180035   5.344172e-03
## 780        0.024      0.976 9.458247e-03 0.9905417528   5.894946e-03
## 781        0.018      0.982 1.324613e-03 0.9986753866   8.001487e-04
## 782        0.000      1.000 2.553472e-02 0.9744652806   2.168667e-02
## 783        0.032      0.968 8.436702e-02 0.9156329841   1.441026e-01
## 784        0.006      0.994 1.335234e-02 0.9866476618   1.095343e-01
## 785        0.084      0.916 1.302803e-01 0.8697197306   8.339684e-02
## 786        0.008      0.992 4.953523e-03 0.9950464769   6.389104e-02
## 787        0.010      0.990 3.361487e-03 0.9966385128   3.441795e-02
## 788        0.002      0.998 4.608328e-02 0.9539167221   4.502424e-02
## 789        0.038      0.962 5.179075e-05 0.9999482093   2.833259e-03
## 790        0.114      0.886 4.404796e-02 0.9559520440   3.483991e-02
## 791        0.066      0.934 2.458597e-02 0.9754140272   2.747282e-02
## 792        0.030      0.970 2.931987e-01 0.7068012785   5.974559e-01
## 793        0.012      0.988 2.374384e-02 0.9762561615   1.987943e-01
## 794        0.528      0.472 1.604468e-01 0.8395532159   2.652827e-01
## 795        0.070      0.930 1.134732e-01 0.8865267551   4.551290e-03
## 796        0.038      0.962 4.088692e-02 0.9591130767   3.573148e-01
## 797        0.030      0.970 4.418446e-03 0.9955815542   1.268640e-03
## 798        0.000      1.000 3.410348e-03 0.9965896521   3.186787e-03
## 799        0.202      0.798 3.542163e-03 0.9964578372   1.550060e-02
## 800        0.020      0.980 1.113403e-03 0.9988865968   6.711800e-02
## 801        0.008      0.992 1.347321e-03 0.9986526788   1.690317e-02
## 802        0.012      0.988 3.818782e-03 0.9961812175   8.393298e-03
## 803        0.016      0.984 3.419024e-02 0.9658097583   6.667750e-02
## 804        0.036      0.964 3.153369e-03 0.9968466311   1.361866e-01
## 805        0.048      0.952 3.538333e-01 0.6461667312   3.088932e-01
## 806        0.004      0.996 6.033677e-02 0.9396632275   6.895007e-03
## 807        0.004      0.996 1.106515e-03 0.9988934852   1.755765e-02
## 808        0.002      0.998 9.308350e-04 0.9990691650   2.403510e-03
## 809        0.076      0.924 1.702644e-02 0.9829735562   1.054797e-02
## 810        0.002      0.998 2.029409e-02 0.9797059120   1.424791e-02
## 811        0.004      0.996 5.637957e-02 0.9436204297   6.111298e-02
## 812        0.002      0.998 7.408494e-03 0.9925915059   1.105798e-02
## 813        0.870      0.130 1.333410e-01 0.8666589859   6.307388e-01
## 814        0.012      0.988 1.628234e-02 0.9837176598   1.935360e-02
## 815        0.004      0.996 4.708896e-04 0.9995291104   2.532135e-03
## 816        0.032      0.968 4.122012e-02 0.9587798761   6.973069e-02
## 817        0.024      0.976 1.727360e-01 0.8272639864   1.864264e-02
## 818        0.038      0.962 3.709474e-02 0.9629052618   2.684387e-02
## 819        0.020      0.980 6.722913e-03 0.9932770871   1.086512e-03
## 820        0.132      0.868 6.430492e-01 0.3569508051   1.937381e-01
## 821        0.036      0.964 1.199257e-02 0.9880074254   6.810229e-04
## 822        0.042      0.958 7.762192e-02 0.9223780801   3.841771e-02
## 823        0.048      0.952 4.238144e-02 0.9576185615   1.604768e-01
## 824        0.100      0.900 7.470097e-02 0.9252990316   2.612947e-01
## 825        0.048      0.952 8.591227e-04 0.9991408773   5.794595e-03
## 826        0.012      0.988 1.443052e-02 0.9855694842   2.780192e-03
## 827        0.090      0.910 1.789725e-01 0.8210274999   9.119501e-02
## 828        0.002      0.998 1.596264e-02 0.9840373648   7.925659e-03
## 829        0.178      0.822 4.556297e-01 0.5443702667   4.710217e-01
## 830        0.010      0.990 6.375685e-02 0.9362431526   1.015538e-01
## 831        0.032      0.968 3.196547e-01 0.6803452696   1.505842e-01
## 832        0.024      0.976 6.085723e-02 0.9391427663   4.542701e-02
## 833        0.000      1.000 4.252395e-02 0.9574760481   7.248368e-03
## 834        0.046      0.954 9.907925e-05 0.9999009208   1.714288e-03
## 835        0.020      0.980 8.919370e-04 0.9991080630   5.045881e-02
## 836        0.882      0.118 9.573808e-01 0.0426191668   7.771782e-01
## 837        0.122      0.878 3.133323e-03 0.9968666772   1.335654e-01
## 838        0.008      0.992 9.348293e-04 0.9990651707   1.505754e-02
## 839        0.034      0.966 3.233039e-02 0.9676696087   2.880189e-01
## 840        0.016      0.984 2.172359e-02 0.9782764083   3.924984e-03
## 841        0.004      0.996 2.193495e-03 0.9978065047   2.007262e-02
## 842        0.000      1.000 3.478235e-03 0.9965217652   4.624037e-03
## 843        0.014      0.986 1.138311e-01 0.8861688750   1.389964e-01
## 844        0.004      0.996 1.751402e-02 0.9824859824   6.159019e-03
## 845        0.038      0.962 2.086362e-02 0.9791363798   8.263005e-02
## 846        0.000      1.000 2.526080e-02 0.9747392049   1.777583e-02
## 847        0.020      0.980 2.316836e-04 0.9997683164   1.282055e-02
## 848        0.006      0.994 6.980460e-03 0.9930195400   1.454138e-02
## 849        0.012      0.988 2.154135e-01 0.7845865374   1.092434e-01
## 850        0.020      0.980 9.035293e-04 0.9990964707   3.905228e-02
## 851        0.014      0.986 2.675063e-03 0.9973249368   3.372834e-02
## 852        0.036      0.964 1.974019e-02 0.9802598105   8.419811e-02
## 853        0.004      0.996 2.912699e-02 0.9708730104   2.877467e-02
## 854        0.254      0.746 1.303409e-01 0.8696590972   1.584458e-01
## 855        0.020      0.980 1.762359e-02 0.9823764066   9.525462e-04
## 856        0.012      0.988 1.340302e-02 0.9865969844   4.884936e-02
## 857        0.006      0.994 3.437362e-03 0.9965626377   1.909511e-02
## 858        0.012      0.988 5.154217e-04 0.9994845783   9.852682e-04
## 859        0.014      0.986 4.458899e-02 0.9554110090   6.369328e-02
## 860        0.030      0.970 4.770333e-03 0.9952296667   5.423434e-03
## 861        0.050      0.950 1.297893e-03 0.9987021073   6.423471e-04
## 862        0.004      0.996 2.653737e-05 0.9999734626   1.258904e-03
## 863        0.016      0.984 1.105688e-03 0.9988943117   2.586682e-02
## 864        0.002      0.998 3.320568e-04 0.9996679432   3.058584e-03
## 865        0.128      0.872 1.705982e-02 0.9829401797   6.388407e-03
## 866        0.048      0.952 9.297715e-04 0.9990702285   3.142149e-04
## 867        0.000      1.000 5.575144e-04 0.9994424856   6.756057e-03
## 868        0.116      0.884 8.301137e-01 0.1698862800   5.733610e-01
## 869        0.076      0.924 1.848576e-01 0.8151424364   1.670314e-01
## 870        0.006      0.994 2.144398e-02 0.9785560167   3.090255e-02
## 871        0.104      0.896 1.984556e-01 0.8015443794   1.105754e-01
## 872        0.034      0.966 7.278484e-04 0.9992721516   4.217629e-01
## 873        0.002      0.998 2.174484e-04 0.9997825516   2.210893e-04
## 874        0.030      0.970 1.315557e-02 0.9868444300   1.582066e-01
## 875        0.006      0.994 4.214036e-04 0.9995785964   1.911301e-04
## 876        0.010      0.990 1.606787e-01 0.8393213318   2.207543e-01
## 877        0.000      1.000 7.541288e-04 0.9992458712   1.371096e-03
## 878        0.016      0.984 2.376016e-02 0.9762398443   7.677143e-02
## 879        0.112      0.888 1.456626e-01 0.8543373797   2.519899e-01
## 880        0.012      0.988 2.056357e-04 0.9997943643   1.897256e-03
## 881        0.002      0.998 4.236935e-05 0.9999576306   2.800002e-04
## 882        0.020      0.980 3.658960e-01 0.6341039555   1.117944e-01
## 883        0.000      1.000 2.047322e-03 0.9979526778   8.502928e-03
## 884        0.828      0.172 3.953664e-01 0.6046336321   7.120711e-01
## 885        0.064      0.936 1.564368e-01 0.8435631705   8.425040e-02
## 886        0.010      0.990 1.609844e-01 0.8390155622   1.827389e-03
## 887        0.024      0.976 2.140579e-02 0.9785942120   2.772888e-03
## 888        0.002      0.998 3.411738e-03 0.9965882620   4.853763e-03
## 889        0.002      0.998 1.145854e-02 0.9885414645   1.942957e-03
## 890        0.000      1.000 3.450935e-03 0.9965490653   7.511216e-03
## 891        0.006      0.994 3.119107e-01 0.6880893330   3.819399e-01
## 892        0.082      0.918 1.007316e-01 0.8992684268   1.340794e-01
## 893        0.004      0.996 2.602128e-02 0.9739787171   9.765563e-02
## 894        0.034      0.966 2.551161e-02 0.9744883888   5.409537e-02
## 895        0.012      0.988 7.193178e-05 0.9999280682   1.776720e-03
## 896        0.000      1.000 5.314299e-03 0.9946857009   1.480178e-02
## 897        0.168      0.832 6.841481e-01 0.3158518735   1.052290e-01
## 898        0.054      0.946 9.823436e-02 0.9017656356   1.128528e-01
## 899        0.006      0.994 2.000794e-02 0.9799920611   3.632379e-02
## 900        0.280      0.720 1.301116e-01 0.8698883943   6.575951e-02
## 901        0.042      0.958 9.108341e-02 0.9089165895   8.794829e-02
## 902        0.738      0.262 7.274125e-01 0.2725875191   3.497589e-01
## 903        0.004      0.996 1.212151e-02 0.9878784925   5.107659e-03
## 904        0.006      0.994 2.106072e-02 0.9789392766   2.050784e-02
## 905        0.440      0.560 1.629535e-01 0.8370465171   4.393848e-01
## 906        0.008      0.992 2.109882e-03 0.9978901184   6.835306e-03
## 907        0.002      0.998 1.916407e-02 0.9808359300   9.645907e-03
## 908        0.004      0.996 6.654110e-02 0.9334588969   5.844326e-02
## 909        0.198      0.802 2.104187e-02 0.9789581260   8.952440e-02
## 910        0.012      0.988 6.249619e-02 0.9375038053   7.747607e-02
## 911        0.016      0.984 5.944654e-02 0.9405534566   2.910045e-03
## 912        0.004      0.996 9.657221e-04 0.9990342779   3.170155e-03
## 913        0.450      0.550 1.342925e-01 0.8657074515   2.761274e-01
## 914        0.014      0.986 2.202911e-03 0.9977970885   3.419374e-03
## 915        0.002      0.998 9.145929e-03 0.9908540712   4.307341e-03
## 916        0.272      0.728 3.382847e-01 0.6617153278   4.622831e-01
## 917        0.014      0.986 2.752418e-03 0.9972475823   1.288384e-02
## 918        0.002      0.998 7.020539e-02 0.9297946136   4.564556e-02
## 919        0.002      0.998 7.173319e-04 0.9992826681   2.580012e-04
## 920        0.022      0.978 1.999707e-02 0.9800029328   4.718787e-03
## 921        0.030      0.970 8.518926e-03 0.9914810739   4.161403e-02
## 922        0.004      0.996 3.581525e-04 0.9996418475   4.487224e-03
## 923        0.588      0.412 5.543826e-01 0.4456174395   9.313992e-01
## 924        0.004      0.996 2.236454e-02 0.9776354623   7.177049e-02
## 925        0.112      0.888 2.050687e-01 0.7949312623   5.914590e-01
## 926        0.034      0.966 3.141362e-03 0.9968586382   2.324148e-02
## 927        0.000      1.000 1.269107e-02 0.9873089322   5.573170e-03
## 928        0.034      0.966 3.207002e-02 0.9679299773   1.350684e-01
## 929        0.022      0.978 3.677667e-02 0.9632233317   3.507608e-02
## 930        0.002      0.998 1.781551e-03 0.9982184495   1.019597e-03
## 931        0.002      0.998 1.261578e-02 0.9873842229   6.464897e-03
## 932        0.004      0.996 4.036392e-05 0.9999596361   5.725492e-04
## 933        0.002      0.998 4.312152e-02 0.9568784834   1.810318e-02
## 934        0.048      0.952 3.024426e-03 0.9969755735   3.057105e-02
## 935        0.026      0.974 1.626704e-01 0.8373295797   8.630113e-02
## 936        0.000      1.000 8.316688e-02 0.9168331196   2.459346e-02
## 937        0.012      0.988 2.703456e-02 0.9729654378   2.227584e-02
## 938        0.006      0.994 3.380219e-02 0.9661978090   5.946697e-02
## 939        0.078      0.922 3.536821e-01 0.6463178926   2.789509e-01
## 940        0.268      0.732 1.699650e-01 0.8300350280   3.524684e-01
## 941        0.002      0.998 6.570462e-02 0.9342953752   2.156062e-01
## 942        0.038      0.962 2.422757e-02 0.9757724341   8.190201e-02
## 943        0.004      0.996 2.353427e-04 0.9997646573   1.572547e-03
## 944        0.000      1.000 6.475229e-03 0.9935247712   4.103522e-03
## 945        0.010      0.990 2.897070e-03 0.9971029297   6.898365e-03
## 946        0.028      0.972 3.552368e-04 0.9996447632   3.393473e-03
## 947        0.014      0.986 4.361367e-02 0.9563863258   1.809188e-01
## 948        0.026      0.974 1.373047e-03 0.9986269534   4.490908e-03
## 949        0.102      0.898 7.656422e-02 0.9234357788   3.169506e-01
## 950        0.006      0.994 8.402875e-03 0.9915971254   8.359970e-03
## 951        0.030      0.970 5.795284e-03 0.9942047165   6.042071e-03
## 952        0.052      0.948 2.372461e-02 0.9762753859   9.070013e-04
## 953        0.000      1.000 5.725332e-03 0.9942746679   2.038892e-03
## 954        0.034      0.966 2.533563e-01 0.7466436976   2.751560e-01
## 955        0.020      0.980 4.628590e-03 0.9953714096   1.479276e-02
## 956        0.018      0.982 1.467187e-02 0.9853281289   4.407915e-02
## 957        0.896      0.104 4.350554e-01 0.5649446016   5.316010e-01
## 958        0.026      0.974 3.459194e-02 0.9654080593   5.612722e-03
## 959        0.098      0.902 6.421825e-02 0.9357817545   4.555006e-03
## 960        0.022      0.978 1.734451e-02 0.9826554945   9.327592e-04
## 961        0.006      0.994 2.069620e-02 0.9793038036   4.736017e-02
## 962        0.022      0.978 1.519183e-03 0.9984808174   4.398424e-03
## 963        0.002      0.998 6.070029e-03 0.9939299708   6.332624e-03
## 964        0.014      0.986 8.297893e-03 0.9917021072   4.020828e-02
## 965        0.056      0.944 1.442489e-01 0.8557511147   3.730440e-01
## 966        0.006      0.994 4.167735e-01 0.5832264555   1.975552e-01
## 967        0.008      0.992 2.477483e-02 0.9752251695   8.543575e-03
## 968        0.022      0.978 4.685633e-02 0.9531436740   9.509087e-02
## 969        0.040      0.960 1.187399e-02 0.9881260078   5.416754e-02
## 970        0.004      0.996 5.646990e-03 0.9943530100   9.387739e-03
## 971        0.000      1.000 3.326816e-03 0.9966731845   6.283560e-03
## 972        0.010      0.990 1.410283e-02 0.9858971734   6.482221e-04
## 973        0.012      0.988 1.003846e-02 0.9899615440   4.259294e-03
## 974        0.000      1.000 1.443256e-02 0.9855674388   4.364552e-03
## 975        0.004      0.996 2.560291e-03 0.9974397093   1.389227e-03
## 976        0.006      0.994 1.926501e-02 0.9807349906   5.015896e-03
## 977        0.118      0.882 2.464097e-02 0.9753590307   2.544912e-02
## 978        0.004      0.996 4.207460e-03 0.9957925397   8.536546e-03
## 979        0.004      0.996 2.431357e-02 0.9756864273   1.883485e-02
## 980        0.012      0.988 5.960405e-01 0.4039594523   2.446477e-01
## 981        0.886      0.114 7.127547e-01 0.2872453158   7.650205e-01
## 982        0.950      0.050 9.519667e-01 0.0480333376   8.314686e-01
## 983        0.004      0.996 1.151598e-01 0.8848401707   4.064324e-02
## 984        0.062      0.938 5.213534e-02 0.9478646569   1.121057e-03
## 985        0.000      1.000 3.031734e-02 0.9696826611   1.209446e-03
## 986        0.002      0.998 4.041634e-03 0.9959583658   8.337080e-03
## 987        0.036      0.964 1.247715e-01 0.8752284606   1.028038e-01
## 988        0.018      0.982 6.746067e-03 0.9932539327   9.213560e-03
## 989        0.000      1.000 2.866758e-02 0.9713324216   1.557185e-02
## 990        0.008      0.992 5.766680e-04 0.9994233320   8.669440e-03
## 991        0.056      0.944 1.639393e-03 0.9983606071   2.421318e-03
## 992        0.006      0.994 9.052123e-02 0.9094787662   7.512390e-03
## 993        0.972      0.028 9.399738e-01 0.0600262258   8.733399e-01
## 994        0.012      0.988 2.348918e-02 0.9765108161   1.126751e-02
## 995        0.024      0.976 1.456484e-02 0.9854351552   4.714199e-02
## 996        0.034      0.966 1.155538e-02 0.9884446232   1.238973e-02
## 997        0.002      0.998 1.215831e-03 0.9987841686   3.592096e-02
## 998        0.004      0.996 1.439897e-01 0.8560102629   1.209397e-01
## 999        0.100      0.900 5.812624e-02 0.9418737624   1.252259e-01
## 1000       0.028      0.972 2.890748e-01 0.7109251861   3.145635e-01
## 1001       0.966      0.034 9.920572e-01 0.0079428335   9.644112e-01
## 1002       0.000      1.000 3.146419e-02 0.9685358134   5.804908e-03
## 1003       0.004      0.996 9.475876e-04 0.9990524124   2.171012e-03
## 1004       0.816      0.184 5.881910e-01 0.4118090069   1.163158e-01
## 1005       0.006      0.994 7.521744e-03 0.9924782555   3.214502e-03
## 1006       0.022      0.978 2.738457e-01 0.7261542776   4.797900e-01
## 1007       0.000      1.000 5.259185e-03 0.9947408145   1.213519e-02
## 1008       0.042      0.958 5.306893e-02 0.9469310734   5.006343e-02
## 1009       0.002      0.998 2.368263e-02 0.9763173711   4.669748e-02
## 1010       0.000      1.000 2.652443e-03 0.9973475565   1.609675e-03
## 1011       0.000      1.000 1.254235e-04 0.9998745765   9.559461e-05
## 1012       0.036      0.964 1.666701e-01 0.8333298889   1.631194e-01
## 1013       0.046      0.954 1.978852e-01 0.8021148163   1.773684e-01
## 1014       0.096      0.904 6.821133e-03 0.9931788675   4.986470e-02
## 1015       0.164      0.836 1.470576e-01 0.8529423851   3.934344e-01
## 1016       0.784      0.216 1.177181e-01 0.8822819386   3.158664e-01
## 1017       0.024      0.976 5.295902e-02 0.9470409766   1.567396e-02
## 1018       0.004      0.996 4.483494e-04 0.9995516506   1.270680e-03
## 1019       0.004      0.996 1.458089e-02 0.9854191089   4.899874e-03
## 1020       0.024      0.976 4.450952e-01 0.5549047940   2.189779e-01
## 1021       0.000      1.000 3.493540e-03 0.9965064596   4.203488e-03
## 1022       0.004      0.996 2.126344e-02 0.9787365574   1.129643e-02
## 1023       0.014      0.986 6.689362e-03 0.9933106381   2.605548e-02
## 1024       0.024      0.976 7.748255e-03 0.9922517446   1.059733e-03
## 1025       0.012      0.988 5.852017e-02 0.9414798264   2.278381e-01
## 1026       0.000      1.000 5.577401e-03 0.9944225990   1.435680e-02
## 1027       0.044      0.956 4.097645e-02 0.9590235526   1.299214e-01
## 1028       0.896      0.104 8.636444e-01 0.1363556330   6.089508e-01
## 1029       0.000      1.000 2.811153e-03 0.9971888467   1.822316e-03
## 1030       0.018      0.982 1.195564e-01 0.8804436346   7.449731e-02
## 1031       0.010      0.990 3.194685e-02 0.9680531539   1.079963e-02
## 1032       0.004      0.996 7.844084e-03 0.9921559162   8.332376e-03
## 1033       0.026      0.974 3.922387e-01 0.6077612573   3.521491e-01
## 1034       0.012      0.988 8.004828e-03 0.9919951722   2.227325e-02
## 1035       0.000      1.000 1.352539e-02 0.9864746111   8.533871e-03
## 1036       0.158      0.842 3.254873e-01 0.6745127252   2.085150e-01
## 1037       0.008      0.992 2.577602e-01 0.7422398309   9.984493e-02
## 1038       0.014      0.986 1.030623e-02 0.9896937733   3.632319e-02
## 1039       0.118      0.882 2.689678e-02 0.9731032201   1.548598e-01
## 1040       0.008      0.992 5.567856e-02 0.9443214352   6.468380e-02
## 1041       0.002      0.998 4.008272e-02 0.9599172773   4.941787e-02
## 1042       0.210      0.790 3.461227e-01 0.6538773065   9.337448e-02
## 1043       0.012      0.988 1.124652e-03 0.9988753482   1.927491e-03
## 1044       0.008      0.992 1.608073e-01 0.8391927336   8.684373e-02
## 1045       0.010      0.990 2.023656e-01 0.7976343825   1.404308e-01
## 1046       0.952      0.048 9.617619e-01 0.0382381117   9.443477e-01
## 1047       0.838      0.162 6.550346e-01 0.3449653833   7.039830e-01
## 1048       0.122      0.878 6.894415e-01 0.3105585489   6.952940e-01
## 1049       0.000      1.000 5.534948e-03 0.9944650522   5.316422e-03
## 1050       0.008      0.992 6.102202e-03 0.9938977977   3.121422e-03
## 1051       0.020      0.980 8.028539e-03 0.9919714614   1.604222e-02
## 1052       0.002      0.998 1.164742e-02 0.9883525799   2.810094e-03
## 1053       0.020      0.980 4.134622e-02 0.9586537816   4.871987e-03
## 1054       0.016      0.984 7.939462e-03 0.9920605378   1.271517e-02
## 1055       0.004      0.996 7.484578e-03 0.9925154223   1.329890e-02
## 1056       0.030      0.970 7.687042e-02 0.9231295832   1.340340e-02
## 1057       0.700      0.300 1.157395e-01 0.8842604798   7.003127e-02
## 1058       0.000      1.000 4.089232e-03 0.9959107680   3.529499e-03
## 1059       0.000      1.000 3.268624e-03 0.9967313763   2.021865e-03
## 1060       0.002      0.998 6.852733e-03 0.9931472665   1.881319e-02
## 1061       0.012      0.988 2.823695e-02 0.9717630475   4.395011e-03
## 1062       0.014      0.986 4.421545e-01 0.5578454726   1.044236e-01
## 1063       0.000      1.000 8.176549e-04 0.9991823451   2.038363e-02
## 1064       0.058      0.942 3.253822e-02 0.9674617795   8.126674e-02
## 1065       0.000      1.000 1.215002e-02 0.9878499839   2.771222e-02
## 1066       0.048      0.952 9.940038e-03 0.9900599616   2.256498e-01
## 1067       0.476      0.524 3.160832e-01 0.6839168389   3.958264e-01
## 1068       0.006      0.994 4.858678e-02 0.9514132241   5.311244e-02
## 1069       0.002      0.998 8.971456e-05 0.9999102854   2.240736e-03
## 1070       0.004      0.996 2.415114e-02 0.9758488611   4.588699e-02
## 1071       0.000      1.000 1.489635e-02 0.9851036523   1.963201e-02
## 1072       0.000      1.000 1.170252e-02 0.9882974787   2.024918e-02
## 1073       0.024      0.976 4.077764e-04 0.9995922236   2.077520e-02
## 1074       0.000      1.000 1.511116e-01 0.8488883500   2.324874e-01
## 1075       0.004      0.996 1.808693e-03 0.9981913071   8.182535e-03
## 1076       0.016      0.984 9.977343e-02 0.9002265682   9.103352e-02
## 1077       0.274      0.726 2.672285e-02 0.9732771533   3.055166e-02
## 1078       0.970      0.030 4.884993e-01 0.5115006939   3.630811e-01
## 1079       0.678      0.322 6.925151e-01 0.3074848844   2.709716e-01
## 1080       0.046      0.954 2.419368e-02 0.9758063229   2.273725e-01
## 1081       0.004      0.996 3.464027e-03 0.9965359725   1.909154e-03
## 1082       0.918      0.082 9.948223e-01 0.0051777201   7.858783e-01
## 1083       0.256      0.744 1.043347e-01 0.8956653132   2.146682e-01
## 1084       0.004      0.996 1.847522e-03 0.9981524779   9.104569e-03
## 1085       0.000      1.000 5.337373e-03 0.9946626268   1.298598e-02
## 1086       0.076      0.924 9.916140e-04 0.9990083860   2.532335e-02
## 1087       0.000      1.000 5.734119e-03 0.9942658813   5.647682e-03
## 1088       0.044      0.956 6.675854e-03 0.9933241457   1.005187e-02
## 1089       0.024      0.976 1.331286e-02 0.9866871357   1.148259e-02
## 1090       0.000      1.000 3.035498e-03 0.9969645023   9.210337e-02
## 1091       0.008      0.992 1.060044e-02 0.9893995589   1.177877e-03
## 1092       0.000      1.000 3.155998e-02 0.9684400203   2.125034e-02
## 1093       0.020      0.980 4.295675e-03 0.9957043255   9.436219e-03
## 1094       0.004      0.996 7.761278e-02 0.9223872163   7.805233e-03
## 1095       0.192      0.808 6.286034e-02 0.9371396624   1.257985e-01
## 1096       0.002      0.998 9.530480e-02 0.9046952046   4.508169e-02
## 1097       0.946      0.054 9.126303e-01 0.0873697190   8.012964e-01
## 1098       0.000      1.000 3.342530e-02 0.9665746975   9.589465e-02
## 1099       0.830      0.170 2.585351e-01 0.7414648936   2.013404e-01
## 1100       0.002      0.998 4.725182e-03 0.9952748181   8.807479e-04
## 1101       0.014      0.986 2.179423e-03 0.9978205775   1.922959e-03
## 1102       0.018      0.982 2.634238e-02 0.9736576152   3.221129e-02
## 1103       0.004      0.996 6.614741e-02 0.9338525884   1.879523e-02
## 1104       0.026      0.974 5.709830e-03 0.9942901704   5.900964e-03
## 1105       0.014      0.986 5.360490e-03 0.9946395098   1.453793e-02
## 1106       0.004      0.996 8.139966e-02 0.9186003416   2.618219e-01
## 1107       0.004      0.996 3.572219e-02 0.9642778079   6.544428e-03
## 1108       0.984      0.016 9.930696e-01 0.0069304495   9.659497e-01
## 1109       0.002      0.998 2.047103e-02 0.9795289675   1.791998e-02
## 1110       0.688      0.312 4.048456e-01 0.5951543620   6.435857e-01
## 1111       0.028      0.972 6.089903e-02 0.9391009672   4.760620e-02
## 1112       0.000      1.000 1.113407e-03 0.9988865926   4.392452e-03
## 1113       0.940      0.060 8.491432e-01 0.1508567812   6.032953e-01
## 1114       0.012      0.988 8.075191e-02 0.9192480932   4.959850e-02
## 1115       0.010      0.990 5.221003e-02 0.9477899708   1.703464e-03
## 1116       0.006      0.994 2.637317e-02 0.9736268290   2.186211e-03
## 1117       0.994      0.006 9.996736e-01 0.0003264175   9.914518e-01
## 1118       0.246      0.754 1.246593e-01 0.8753407241   1.677310e-01
## 1119       0.004      0.996 4.262256e-03 0.9957377439   4.059325e-02
## 1120       0.026      0.974 1.828354e-03 0.9981716461   1.231647e-02
## 1121       0.000      1.000 1.935320e-02 0.9806467953   1.304980e-02
## 1122       0.004      0.996 1.460734e-02 0.9853926589   3.553367e-02
## 1123       0.006      0.994 7.826493e-02 0.9217350707   2.117605e-01
## 1124       0.016      0.984 5.478116e-03 0.9945218844   3.924790e-02
## 1125       0.024      0.976 9.126735e-02 0.9087326506   3.260829e-02
## 1126       0.000      1.000 5.717249e-03 0.9942827507   4.521625e-03
## 1127       0.010      0.990 3.814411e-03 0.9961855892   1.760125e-03
## 1128       0.024      0.976 1.778781e-03 0.9982212189   7.910514e-03
## 1129       0.734      0.266 8.878561e-01 0.1121438892   3.273237e-01
## 1130       0.016      0.984 9.308016e-04 0.9990691984   1.230366e-02
## 1131       0.664      0.336 4.717539e-01 0.5282460717   7.611840e-01
## 1132       0.002      0.998 1.213629e-01 0.8786370760   4.097579e-02
## 1133       0.016      0.984 2.481703e-01 0.7518297404   3.886220e-02
## 1134       0.018      0.982 1.216321e-02 0.9878367949   9.746522e-03
## 1135       0.000      1.000 9.337452e-03 0.9906625484   2.294179e-02
## 1136       0.982      0.018 9.237310e-01 0.0762690205   7.312889e-01
## 1137       0.058      0.942 1.993406e-02 0.9800659392   2.565563e-03
## 1138       0.014      0.986 2.794285e-02 0.9720571528   3.725759e-02
## 1139       0.134      0.866 6.144751e-01 0.3855249295   2.510560e-01
## 1140       0.948      0.052 9.828225e-01 0.0171774796   8.582053e-01
## 1141       0.000      1.000 9.539708e-03 0.9904602916   1.069128e-02
## 1142       0.080      0.920 6.296931e-02 0.9370306881   4.263635e-02
## 1143       0.000      1.000 3.093192e-03 0.9969068078   9.741666e-03
## 1144       0.020      0.980 1.023632e-01 0.8976368210   2.366315e-02
## 1145       0.002      0.998 4.460994e-02 0.9553900553   2.778129e-02
## 1146       0.000      1.000 1.919963e-04 0.9998080037   6.816441e-04
## 1147       0.846      0.154 9.032255e-01 0.0967745220   8.483276e-01
## 1148       0.002      0.998 5.995569e-03 0.9940044313   1.925472e-03
## 1149       0.000      1.000 3.942586e-02 0.9605741430   6.036878e-02
## 1150       0.182      0.818 2.009877e-01 0.7990122697   5.607790e-02
## 1151       0.012      0.988 2.500678e-03 0.9974993219   1.123968e-03
## 1152       0.012      0.988 5.446408e-02 0.9455359178   3.914714e-02
## 1153       0.000      1.000 3.298397e-02 0.9670160331   2.922929e-02
## 1154       0.028      0.972 1.179961e-02 0.9882003882   7.168399e-03
## 1155       0.006      0.994 5.546613e-03 0.9944533874   1.060449e-01
## 1156       0.064      0.936 1.731892e-01 0.8268107908   3.745213e-02
## 1157       0.102      0.898 1.572409e-02 0.9842759057   4.097853e-02
## 1158       0.046      0.954 5.929307e-02 0.9407069313   7.521311e-02
## 1159       0.026      0.974 5.775886e-02 0.9422411375   2.576750e-02
## 1160       0.000      1.000 1.431757e-03 0.9985682432   1.246703e-03
## 1161       0.002      0.998 1.118441e-02 0.9888155934   1.174548e-03
## 1162       0.012      0.988 4.068382e-02 0.9593161807   3.368567e-02
## 1163       0.028      0.972 1.471481e-03 0.9985285194   2.687000e-03
## 1164       0.014      0.986 2.129855e-01 0.7870144544   3.863009e-01
## 1165       0.000      1.000 5.279682e-03 0.9947203183   6.228362e-03
## 1166       0.042      0.958 5.048609e-02 0.9495139110   1.205059e-01
## 1167       0.960      0.040 8.995254e-01 0.1004745752   7.369633e-01
## 1168       0.000      1.000 1.797601e-02 0.9820239918   2.266231e-02
## 1169       0.030      0.970 6.325194e-03 0.9936748061   2.006846e-02
## 1170       0.002      0.998 5.599164e-03 0.9944008355   6.331114e-03
## 1171       0.032      0.968 5.531043e-03 0.9944689573   1.660897e-02
## 1172       0.928      0.072 9.874872e-01 0.0125128240   9.547238e-01
## 1173       0.002      0.998 5.876213e-03 0.9941237871   7.228573e-02
## 1174       0.000      1.000 8.637826e-02 0.9136217430   2.140261e-02
## 1175       0.102      0.898 2.974828e-03 0.9970251716   1.024177e-02
## 1176       0.000      1.000 4.825133e-03 0.9951748671   6.968681e-03
## 1177       0.946      0.054 9.351203e-01 0.0648797395   8.157541e-01
## 1178       0.000      1.000 3.358712e-02 0.9664128796   6.616084e-02
## 1179       0.000      1.000 2.337441e-02 0.9766255947   2.868933e-03
## 1180       0.000      1.000 8.341529e-03 0.9916584707   1.723878e-02
## 1181       0.002      0.998 1.101734e-02 0.9889826633   4.522562e-02
## 1182       0.012      0.988 1.094247e-02 0.9890575282   1.275306e-01
## 1183       0.018      0.982 2.171657e-02 0.9782834318   1.365244e-01
## 1184       0.000      1.000 6.263013e-04 0.9993736987   8.196383e-03
## 1185       0.002      0.998 1.299324e-01 0.8700676111   9.481091e-02
## 1186       0.014      0.986 2.098955e-02 0.9790104467   1.775582e-02
## 1187       0.312      0.688 2.454197e-02 0.9754580266   8.724354e-02
## 1188       0.002      0.998 1.317095e-02 0.9868290548   3.872304e-02
## 1189       0.944      0.056 6.247901e-01 0.3752099477   7.490650e-02
## 1190       0.022      0.978 1.014433e-02 0.9898556676   4.282869e-02
## 1191       0.026      0.974 7.968136e-03 0.9920318644   9.013211e-03
## 1192       0.000      1.000 1.326078e-02 0.9867392162   9.391814e-03
## 1193       0.944      0.056 9.859910e-01 0.0140089989   8.858165e-01
## 1194       0.018      0.982 5.220541e-04 0.9994779459   8.718659e-04
## 1195       0.000      1.000 2.032985e-02 0.9796701469   4.628334e-02
## 1196       0.004      0.996 2.396194e-02 0.9760380565   2.030672e-01
## 1197       0.024      0.976 1.164232e-02 0.9883576782   8.896716e-03
## 1198       0.006      0.994 5.795831e-03 0.9942041690   7.102946e-03
## 1199       0.140      0.860 4.302937e-02 0.9569706278   9.663669e-02
## 1200       0.890      0.110 4.222729e-01 0.5777271213   3.551274e-01
## 1201       0.000      1.000 6.718210e-02 0.9328178971   1.556793e-02
## 1202       0.934      0.066 9.902107e-01 0.0097893072   9.789770e-01
## 1203       0.002      0.998 1.547548e-02 0.9845245173   4.391464e-02
## 1204       0.160      0.840 3.429019e-01 0.6570981025   2.915440e-01
## 1205       0.000      1.000 1.766665e-03 0.9982333346   3.420530e-03
## 1206       0.000      1.000 8.020791e-03 0.9919792090   3.630963e-02
## 1207       0.000      1.000 1.739815e-02 0.9826018500   7.643542e-03
## 1208       0.488      0.512 5.700859e-01 0.4299141095   6.375699e-01
## 1209       0.072      0.928 2.309542e-02 0.9769045813   5.531647e-02
## 1210       0.014      0.986 1.531590e-01 0.8468410066   1.617220e-01
## 1211       0.940      0.060 9.963541e-01 0.0036459105   9.750371e-01
## 1212       0.000      1.000 2.535755e-02 0.9746424511   3.475790e-02
## 1213       0.000      1.000 5.821110e-04 0.9994178890   1.058786e-03
## 1214       0.018      0.982 4.124706e-03 0.9958752944   5.533138e-03
## 1215       0.002      0.998 1.438069e-04 0.9998561931   2.671245e-04
## 1216       0.322      0.678 7.601032e-01 0.2398967782   8.124731e-01
## 1217       0.000      1.000 2.604096e-03 0.9973959038   6.496610e-03
## 1218       0.002      0.998 5.155802e-03 0.9948441980   5.224592e-03
## 1219       0.000      1.000 1.290612e-03 0.9987093877   3.898864e-03
## 1220       0.122      0.878 1.858325e-02 0.9814167524   2.693829e-02
## 1221       0.002      0.998 1.138708e-02 0.9886129225   6.224666e-03
## 1222       0.018      0.982 4.012426e-03 0.9959875744   1.668567e-02
## 1223       0.010      0.990 1.864859e-02 0.9813514083   3.417998e-02
## 1224       0.000      1.000 1.164825e-02 0.9883517479   4.693056e-03
## 1225       0.002      0.998 8.759161e-04 0.9991240839   1.097876e-03
## 1226       0.000      1.000 2.703553e-03 0.9972964467   8.970350e-03
## 1227       0.000      1.000 5.173774e-03 0.9948262256   5.716717e-03
## 1228       0.004      0.996 2.811609e-02 0.9718839132   4.138668e-03
## 1229       0.002      0.998 9.383754e-04 0.9990616246   8.157660e-04
## 1230       0.902      0.098 9.680707e-01 0.0319292644   9.003698e-01
## 1231       0.042      0.958 1.725478e-02 0.9827452228   1.269090e-02
## 1232       0.016      0.984 1.187280e-03 0.9988127198   8.706419e-03
## 1233       0.006      0.994 1.801530e-02 0.9819847025   5.311548e-03
## 1234       0.002      0.998 7.156965e-03 0.9928430353   1.920219e-02
## 1235       0.010      0.990 2.158734e-03 0.9978412661   1.219521e-03
## 1236       0.852      0.148 6.712603e-01 0.3287397308   2.164110e-01
## 1237       0.090      0.910 1.476759e-01 0.8523241119   1.528880e-02
## 1238       0.108      0.892 1.923203e-02 0.9807679744   4.079759e-02
## 1239       0.126      0.874 1.499132e-02 0.9850086834   1.196989e-01
## 1240       0.876      0.124 8.629419e-01 0.1370580568   8.094480e-01
## 1241       0.884      0.116 7.491289e-01 0.2508711100   4.578697e-01
## 1242       0.988      0.012 5.865189e-01 0.4134810668   5.316396e-01
## 1243       0.888      0.112 9.404360e-01 0.0595639905   8.486098e-01
## 1244       0.000      1.000 1.458844e-02 0.9854115551   7.538337e-03
## 1245       0.834      0.166 9.762695e-01 0.0237305244   9.181627e-01
## 1246       0.004      0.996 1.343191e-02 0.9865680946   1.419541e-03
## 1247       0.862      0.138 3.605459e-01 0.6394540749   6.421100e-01
## 1248       0.002      0.998 3.763187e-03 0.9962368132   3.754968e-03
## 1249       0.000      1.000 2.306464e-02 0.9769353639   7.808093e-04
## 1250       0.000      1.000 1.269353e-03 0.9987306470   4.761444e-03
## 1251       0.000      1.000 1.548392e-02 0.9845160812   4.914397e-03
## 1252       0.002      0.998 1.227079e-02 0.9877292057   2.281870e-02
## 1253       0.000      1.000 1.488319e-03 0.9985116808   1.736027e-03
## 1254       0.116      0.884 4.131137e-02 0.9586886345   1.565528e-02
## 1255       0.004      0.996 2.865382e-02 0.9713461794   2.247855e-02
## 1256       0.236      0.764 9.616362e-01 0.0383638019   9.851414e-01
## 1257       0.000      1.000 9.861726e-04 0.9990138274   2.096656e-03
## 1258       0.002      0.998 5.828097e-03 0.9941719027   4.133152e-03
## 1259       0.008      0.992 6.485676e-03 0.9935143241   7.801247e-03
## 1260       0.998      0.002 9.925510e-01 0.0074489548   9.693295e-01
## 1261       0.802      0.198 3.681029e-01 0.6318970754   2.696488e-01
## 1262       0.002      0.998 2.752538e-04 0.9997247462   1.498284e-03
## 1263       0.000      1.000 9.114284e-05 0.9999088572   6.593548e-04
## 1264       0.000      1.000 2.660263e-03 0.9973397367   1.175653e-03
## 1265       0.016      0.984 3.163768e-02 0.9683623209   1.780938e-03
## 1266       0.008      0.992 3.237639e-03 0.9967623614   7.870560e-03
## 1267       0.078      0.922 1.568166e-01 0.8431834219   2.766503e-03
## 1268       0.000      1.000 1.104015e-02 0.9889598547   5.048343e-02
## 1269       0.904      0.096 1.592036e-01 0.8407963609   8.441358e-01
## 1270       0.002      0.998 3.327570e-03 0.9966724300   9.255691e-04
## 1271       0.000      1.000 6.624429e-04 0.9993375571   2.892283e-03
## 1272       0.216      0.784 2.842281e-01 0.7157719237   7.631429e-02
## 1273       0.026      0.974 2.346325e-02 0.9765367494   4.743273e-02
## 1274       0.968      0.032 9.829690e-01 0.0170309696   9.441002e-01
## 1275       0.002      0.998 3.944210e-03 0.9960557898   2.823364e-02
## 1276       0.002      0.998 5.485816e-03 0.9945141842   2.341744e-02
## 1277       0.026      0.974 6.301750e-03 0.9936982496   1.482323e-02
## 1278       0.002      0.998 7.533472e-02 0.9246652760   1.536151e-01
## 1279       0.004      0.996 1.953803e-02 0.9804619745   2.329014e-02
## 1280       0.006      0.994 1.595423e-02 0.9840457655   1.301558e-02
## 1281       0.000      1.000 1.903144e-02 0.9809685635   5.894677e-03
## 1282       0.026      0.974 1.346267e-02 0.9865373334   4.676131e-04
## 1283       0.992      0.008 9.406067e-01 0.0593933203   8.680389e-01
## 1284       0.830      0.170 8.027402e-01 0.1972597661   7.128669e-01
## 1285       0.018      0.982 2.319374e-02 0.9768062645   6.842937e-03
## 1286       0.066      0.934 4.739317e-02 0.9526068325   6.732315e-02
## 1287       0.000      1.000 1.060232e-01 0.8939768497   7.884410e-02
## 1288       0.638      0.362 9.644956e-01 0.0355044251   9.624678e-01
## 1289       0.014      0.986 1.973439e-02 0.9802656099   7.471302e-02
## 1290       0.048      0.952 1.639228e-01 0.8360772171   7.577434e-03
## 1291       0.004      0.996 2.095490e-02 0.9790450972   2.490617e-04
## 1292       0.010      0.990 8.358929e-04 0.9991641071   3.417161e-02
## 1293       0.026      0.974 5.868591e-03 0.9941314085   9.780222e-03
## 1294       0.002      0.998 5.692123e-02 0.9430787688   2.846921e-02
## 1295       0.000      1.000 9.180073e-03 0.9908199271   1.494033e-02
## 1296       0.006      0.994 7.340504e-03 0.9926594957   6.897780e-03
## 1297       0.012      0.988 1.674148e-03 0.9983258519   1.914431e-03
## 1298       0.006      0.994 6.402049e-04 0.9993597951   9.835549e-03
## 1299       0.002      0.998 1.319492e-01 0.8680507835   4.045829e-02
## 1300       0.026      0.974 2.403134e-03 0.9975968661   9.064755e-03
## 1301       0.904      0.096 8.853508e-01 0.1146491810   7.347150e-01
## 1302       0.030      0.970 8.968175e-02 0.9103182509   1.568194e-02
## 1303       0.000      1.000 1.643922e-02 0.9835607771   3.120208e-02
## 1304       0.048      0.952 2.750734e-02 0.9724926617   1.250478e-02
## 1305       0.008      0.992 1.419699e-02 0.9858030119   1.399212e-02
## 1306       0.004      0.996 1.639468e-03 0.9983605316   1.064071e-03
## 1307       0.002      0.998 1.798075e-02 0.9820192542   8.918747e-02
## 1308       0.006      0.994 6.151454e-04 0.9993848546   3.197256e-02
## 1309       0.142      0.858 2.150199e-01 0.7849801292   1.951291e-01
## 1310       0.022      0.978 3.052460e-01 0.6947540278   1.154831e-01
## 1311       0.854      0.146 8.526783e-01 0.1473216771   8.609934e-01
## 1312       0.002      0.998 3.431189e-03 0.9965688111   8.536145e-03
## 1313       0.012      0.988 3.925159e-03 0.9960748410   8.221595e-03
## 1314       0.004      0.996 1.128355e-02 0.9887164505   9.645779e-03
## 1315       0.024      0.976 7.088963e-02 0.9291103741   1.791609e-02
## 1316       0.000      1.000 2.301194e-02 0.9769880640   6.606974e-03
## 1317       0.824      0.176 1.844223e-01 0.8155776527   2.620692e-01
## 1318       0.924      0.076 7.597504e-01 0.2402496444   6.287508e-01
## 1319       0.006      0.994 3.331506e-01 0.6668493516   7.875702e-02
## 1320       0.012      0.988 7.753330e-03 0.9922466695   8.789546e-03
## 1321       0.960      0.040 7.560840e-01 0.2439159529   6.577391e-01
## 1322       0.002      0.998 7.108630e-05 0.9999289137   1.288414e-03
## 1323       0.950      0.050 9.708845e-01 0.0291154820   5.105565e-01
## 1324       0.006      0.994 1.768590e-02 0.9823140975   3.547778e-02
## 1325       0.118      0.882 1.557366e-02 0.9844263396   4.693312e-03
## 1326       0.014      0.986 4.942892e-03 0.9950571081   2.851358e-03
## 1327       0.004      0.996 3.489111e-02 0.9651088948   4.076758e-02
## 1328       0.018      0.982 6.733952e-03 0.9932660476   2.463060e-02
## 1329       0.000      1.000 4.090187e-03 0.9959098129   1.048385e-03
## 1330       0.004      0.996 1.131776e-01 0.8868223526   6.659279e-02
## 1331       0.038      0.962 1.311695e-01 0.8688304540   5.277758e-03
## 1332       0.940      0.060 9.716720e-01 0.0283279846   7.761827e-01
## 1333       0.030      0.970 4.145783e-03 0.9958542167   1.479506e-02
## 1334       0.008      0.992 4.819823e-04 0.9995180177   1.023223e-02
## 1335       0.002      0.998 2.830788e-02 0.9716921158   3.116737e-02
## 1336       0.012      0.988 1.400874e-01 0.8599126018   4.489631e-02
## 1337       0.000      1.000 1.268320e-02 0.9873168016   2.575584e-03
## 1338       0.002      0.998 8.223998e-03 0.9917760020   4.355989e-03
## 1339       0.724      0.276 6.100448e-01 0.3899552254   3.501210e-01
## 1340       0.898      0.102 7.762007e-01 0.2237993162   5.461727e-01
## 1341       0.000      1.000 3.961844e-04 0.9996038156   2.657403e-03
## 1342       0.022      0.978 4.137873e-02 0.9586212663   5.292988e-02
## 1343       0.004      0.996 2.403359e-02 0.9759664096   3.302825e-04
## 1344       0.002      0.998 5.725660e-03 0.9942743403   6.583397e-03
## 1345       0.002      0.998 3.586055e-04 0.9996413945   5.927764e-03
## 1346       0.016      0.984 8.201391e-04 0.9991798609   1.419198e-02
## 1347       0.000      1.000 2.815591e-04 0.9997184409   5.700339e-04
## 1348       0.000      1.000 1.367755e-03 0.9986322450   2.006314e-03
## 1349       0.016      0.984 7.752062e-02 0.9224793827   5.885901e-02
## 1350       0.000      1.000 3.175363e-03 0.9968246374   9.829423e-03
## 1351       0.002      0.998 3.866952e-04 0.9996133048   1.143469e-04
## 1352       0.002      0.998 1.516934e-01 0.8483065717   8.178949e-03
## 1353       0.768      0.232 7.142316e-01 0.2857684190   1.555285e-01
## 1354       0.000      1.000 2.260543e-03 0.9977394575   5.031523e-03
## 1355       0.082      0.918 1.124970e-01 0.8875030010   4.195237e-02
## 1356       0.800      0.200 1.583891e-01 0.8416109112   2.412896e-01
## 1357       0.008      0.992 1.219933e-02 0.9878006670   4.805375e-03
## 1358       0.000      1.000 8.711432e-03 0.9912885679   5.213145e-03
## 1359       0.002      0.998 1.228683e-02 0.9877131690   1.488779e-01
## 1360       0.008      0.992 8.576260e-03 0.9914237404   3.061460e-02
## 1361       0.000      1.000 8.267624e-03 0.9917323764   2.929278e-03
## 1362       0.002      0.998 5.718674e-03 0.9942813258   1.194027e-02
## 1363       0.928      0.072 9.211171e-01 0.0788829365   8.303119e-01
## 1364       0.004      0.996 2.833938e-03 0.9971660621   1.267205e-02
## 1365       0.000      1.000 5.438068e-05 0.9999456193   2.430485e-03
## 1366       0.000      1.000 5.370710e-04 0.9994629290   1.795727e-03
## 1367       0.002      0.998 1.891146e-02 0.9810885420   1.624083e-03
## 1368       0.002      0.998 5.413255e-03 0.9945867448   6.453975e-03
## 1369       0.002      0.998 1.136460e-03 0.9988635399   4.849030e-04
## 1370       0.028      0.972 1.417342e-01 0.8582658044   2.149592e-02
## 1371       0.928      0.072 5.754810e-01 0.4245190135   3.853368e-01
## 1372       0.004      0.996 3.748962e-05 0.9999625104   1.629366e-03
## 1373       0.000      1.000 8.671526e-03 0.9913284738   2.215951e-02
## 1374       0.774      0.226 1.522901e-01 0.8477099106   2.178001e-01
## 1375       0.000      1.000 1.706863e-03 0.9982931373   7.550111e-03
## 1376       0.104      0.896 3.646337e-01 0.6353662538   4.212307e-01
## 1377       0.000      1.000 2.151890e-02 0.9784810967   1.746682e-02
## 1378       0.820      0.180 4.882448e-01 0.5117551646   5.978908e-01
## 1379       0.630      0.370 3.927313e-02 0.9607268668   1.105009e-01
## 1380       0.010      0.990 3.467587e-02 0.9653241253   3.690982e-02
## 1381       0.022      0.978 1.712587e-03 0.9982874133   4.380330e-04
## 1382       0.006      0.994 2.555035e-05 0.9999744497   5.211494e-02
## 1383       0.002      0.998 1.878499e-02 0.9812150086   2.114561e-03
## 1384       0.002      0.998 7.368478e-03 0.9926315216   4.739491e-02
## 1385       0.004      0.996 1.113932e-01 0.8886068424   2.338693e-02
## 1386       0.004      0.996 1.045966e-03 0.9989540343   3.129077e-03
## 1387       0.002      0.998 4.610675e-03 0.9953893252   2.773220e-03
## 1388       0.020      0.980 1.789160e-02 0.9821084009   1.255121e-02
## 1389       0.000      1.000 9.488807e-04 0.9990511193   1.249346e-02
## 1390       0.000      1.000 1.617554e-01 0.8382445701   1.108124e-02
## 1391       0.944      0.056 9.656051e-01 0.0343948906   8.702744e-01
## 1392       0.000      1.000 3.824024e-03 0.9961759757   8.120333e-03
## 1393       0.000      1.000 9.471067e-04 0.9990528933   1.807193e-03
## 1394       0.012      0.988 6.657380e-02 0.9334261993   2.074736e-02
## 1395       0.824      0.176 9.475998e-02 0.9052400223   4.239890e-01
## 1396       0.002      0.998 3.645416e-02 0.9635458429   2.468711e-04
## 1397       0.956      0.044 4.620842e-01 0.5379158278   2.618671e-01
## 1398       0.010      0.990 5.220718e-04 0.9994779282   3.603284e-03
## 1399       0.006      0.994 1.833386e-02 0.9816661379   4.700389e-02
## 1400       0.006      0.994 4.229513e-02 0.9577048677   8.025852e-02
## 1401       0.004      0.996 1.056340e-02 0.9894365958   6.530769e-03
## 1402       0.970      0.030 9.952660e-01 0.0047340462   9.365293e-01
## 1403       0.848      0.152 2.442234e-01 0.7557766149   5.571047e-01
## 1404       0.006      0.994 4.374819e-03 0.9956251809   1.291051e-02
## 1405       0.018      0.982 3.816105e-02 0.9618389502   3.359409e-02
## 1406       0.022      0.978 4.789730e-01 0.5210269960   1.490796e-01
## 1407       0.888      0.112 9.651982e-01 0.0348018342   8.943788e-01
## 1408       0.000      1.000 2.726631e-03 0.9972733693   1.161636e-02
## 1409       0.002      0.998 5.183024e-02 0.9481697621   7.285964e-03
## 1410       0.000      1.000 4.639758e-02 0.9536024160   3.160907e-02
## 1411       0.002      0.998 1.030346e-02 0.9896965364   1.216524e-02
## 1412       0.958      0.042 9.789725e-01 0.0210274758   9.362579e-01
## 1413       0.868      0.132 9.909892e-01 0.0090107607   9.860398e-01
## 1414       0.026      0.974 3.837230e-01 0.6162769879   1.610180e-01
## 1415       0.026      0.974 6.094114e-03 0.9939058860   7.094044e-03
## 1416       0.004      0.996 2.075941e-03 0.9979240587   2.271705e-03
## 1417       0.016      0.984 6.611320e-02 0.9338868024   4.928078e-03
## 1418       0.980      0.020 8.616381e-01 0.1383619445   7.523146e-01
## 1419       0.006      0.994 1.398861e-03 0.9986011391   4.632904e-02
## 1420       0.002      0.998 1.052358e-01 0.8947642468   9.181030e-02
## 1421       0.872      0.128 9.742155e-02 0.9025784508   2.252545e-01
## 1422       0.002      0.998 2.216224e-03 0.9977837761   6.948568e-03
## 1423       0.002      0.998 7.708557e-02 0.9229144263   1.072083e-01
## 1424       0.000      1.000 4.338266e-03 0.9956617340   2.175696e-02
## 1425       0.008      0.992 2.488126e-03 0.9975118744   2.406187e-03
## 1426       0.950      0.050 7.027867e-01 0.2972132799   4.714272e-01
## 1427       0.008      0.992 1.289658e-02 0.9871034162   1.783001e-02
## 1428       0.000      1.000 5.946243e-03 0.9940537566   4.339861e-03
## 1429       0.942      0.058 8.660440e-01 0.1339560278   7.912289e-01
## 1430       0.010      0.990 8.043346e-02 0.9195665435   9.583681e-02
## 1431       0.008      0.992 3.081422e-02 0.9691857769   2.880924e-02
## 1432       0.044      0.956 2.599568e-03 0.9974004324   1.975345e-02
## 1433       0.008      0.992 2.196218e-02 0.9780378227   6.416671e-03
## 1434       0.008      0.992 2.849507e-02 0.9715049278   9.856409e-02
## 1435       0.000      1.000 2.177656e-02 0.9782234374   9.830649e-03
## 1436       0.746      0.254 7.649304e-01 0.2350696216   8.285208e-01
## 1437       0.002      0.998 7.424673e-04 0.9992575327   3.172053e-03
## 1438       0.004      0.996 1.294829e-02 0.9870517068   2.521886e-02
## 1439       0.048      0.952 4.501853e-02 0.9549814662   7.632131e-02
## 1440       0.692      0.308 2.259309e-02 0.9774069121   2.870122e-02
## 1441       0.000      1.000 2.136232e-03 0.9978637677   3.066796e-03
## 1442       0.006      0.994 6.754304e-04 0.9993245696   2.204843e-03
## 1443       0.032      0.968 3.899854e-03 0.9961001460   2.871014e-02
## 1444       0.000      1.000 8.974154e-03 0.9910258458   4.363238e-03
## 1445       0.002      0.998 3.021450e-03 0.9969785502   6.070437e-03
## 1446       0.004      0.996 4.474256e-04 0.9995525744   1.118568e-03
## 1447       0.000      1.000 5.859697e-03 0.9941403031   1.541825e-02
## 1448       0.896      0.104 7.730542e-01 0.2269457957   8.527969e-01
## 1449       0.000      1.000 1.262414e-02 0.9873758643   1.945171e-02
## 1450       0.016      0.984 3.125027e-01 0.6874973009   2.735278e-02
## 1451       0.010      0.990 1.005843e-02 0.9899415689   1.033171e-03
## 1452       0.926      0.074 5.637096e-01 0.4362904243   2.506409e-01
## 1453       0.022      0.978 1.023114e-01 0.8976886118   7.233405e-02
## 1454       0.020      0.980 1.228730e-01 0.8771269715   6.600793e-02
## 1455       0.956      0.044 8.878739e-01 0.1121261316   6.461687e-01
## 1456       0.002      0.998 9.526105e-02 0.9047389482   1.672392e-01
## 1457       0.852      0.148 9.197098e-01 0.0802901592   4.272938e-01
## 1458       0.000      1.000 5.757832e-03 0.9942421677   1.164882e-03
## 1459       0.000      1.000 9.916346e-04 0.9990083654   9.301556e-03
## 1460       0.000      1.000 1.598191e-02 0.9840180883   7.291861e-02
## 1461       0.002      0.998 5.829798e-02 0.9417020213   1.571313e-02
## 1462       0.000      1.000 4.607974e-02 0.9539202650   9.510998e-02
## 1463       0.042      0.958 4.487730e-02 0.9551227022   2.499605e-02
## 1464       0.002      0.998 4.228684e-03 0.9957713160   1.756594e-02
## 1465       0.000      1.000 4.120051e-02 0.9587994860   1.500801e-02
## 1466       0.000      1.000 6.163518e-04 0.9993836482   1.942460e-03
## 1467       0.000      1.000 3.150666e-02 0.9684933387   1.438369e-03
## 1468       0.006      0.994 6.317247e-03 0.9936827528   1.456163e-02
## 1469       0.000      1.000 1.484870e-03 0.9985151302   1.510963e-03
## 1470       0.000      1.000 1.490088e-03 0.9985099120   8.610492e-03
## 1471       0.948      0.052 9.964288e-01 0.0035712271   9.640360e-01
## 1472       0.000      1.000 4.594599e-03 0.9954054014   1.783242e-02
## 1473       0.994      0.006 9.800744e-01 0.0199255837   9.337289e-01
## 1474       0.002      0.998 1.228897e-02 0.9877110295   4.936582e-02
## 1475       0.004      0.996 6.656105e-03 0.9933438954   1.164370e-02
## 1476       0.906      0.094 9.677368e-01 0.0322631655   4.815185e-01
## 1477       0.826      0.174 1.719248e-01 0.8280752031   2.639862e-01
## 1478       0.018      0.982 1.754985e-02 0.9824501521   4.855877e-02
## 1479       0.002      0.998 8.595231e-04 0.9991404769   3.137539e-03
## 1480       0.000      1.000 2.332293e-03 0.9976677067   2.119211e-04
## 1481       0.946      0.054 5.617713e-01 0.4382287048   4.020151e-01
## 1482       0.842      0.158 6.317929e-01 0.3682071348   1.054281e-01
## 1483       0.006      0.994 5.351050e-03 0.9946489501   4.333471e-04
## 1484       0.008      0.992 1.683726e-02 0.9831627441   6.115282e-03
## 1485       0.000      1.000 2.012268e-02 0.9798773248   4.231528e-03
## 1486       0.002      0.998 3.248211e-03 0.9967517888   1.772571e-02
## 1487       0.046      0.954 9.391610e-02 0.9060838994   1.560695e-01
## 1488       0.000      1.000 7.836240e-04 0.9992163760   3.772447e-03
## 1489       0.038      0.962 5.322170e-03 0.9946778303   1.205611e-01
## 1490       0.008      0.992 2.185008e-02 0.9781499229   2.422526e-02
## 1491       0.990      0.010 9.976434e-01 0.0023565795   9.820762e-01
## 1492       0.006      0.994 3.890453e-04 0.9996109547   5.691013e-03
## 1493       0.184      0.816 1.405014e-02 0.9859498644   2.114181e-02
## 1494       0.000      1.000 2.491371e-02 0.9750862872   1.167155e-02
## 1495       0.006      0.994 5.052486e-02 0.9494751435   1.198470e-01
## 1496       0.004      0.996 2.228108e-03 0.9977718916   6.776037e-04
## 1497       0.048      0.952 1.174602e-01 0.8825398177   1.100139e-01
## 1498       0.838      0.162 5.896324e-01 0.4103676038   1.011239e-01
## 1499       0.858      0.142 5.549750e-01 0.4450249534   5.280973e-01
## 1500       0.464      0.536 1.944447e-01 0.8055553316   7.275109e-02
## 1501       0.964      0.036 7.981330e-01 0.2018669699   4.039771e-01
## 1502       0.002      0.998 5.836240e-04 0.9994163760   5.210344e-04
## 1503       0.006      0.994 3.353110e-01 0.6646889551   2.493335e-01
## 1504       0.014      0.986 7.854734e-04 0.9992145266   2.001409e-03
## 1505       0.000      1.000 2.091379e-01 0.7908621250   2.884973e-02
## 1506       0.008      0.992 2.676196e-01 0.7323804469   3.041037e-01
## 1507       0.830      0.170 8.783376e-01 0.1216623674   3.415997e-01
## 1508       0.002      0.998 3.467395e-02 0.9653260537   8.227291e-02
## 1509       0.022      0.978 1.531160e-01 0.8468839843   1.248109e-01
## 1510       0.776      0.224 1.801452e-01 0.8198548084   1.457738e-01
## 1511       0.700      0.300 8.342800e-01 0.1657200333   6.342877e-01
## 1512       0.008      0.992 1.637040e-01 0.8362959642   1.494960e-01
## 1513       0.966      0.034 8.978742e-01 0.1021258352   7.519413e-01
## 1514       0.000      1.000 1.769196e-02 0.9823080370   7.577065e-03
## 1515       0.426      0.574 1.940407e-01 0.8059593268   1.100827e-01
## 1516       0.000      1.000 7.086764e-02 0.9291323632   1.601363e-01
## 1517       0.898      0.102 9.381909e-01 0.0618091160   8.077754e-01
## 1518       0.002      0.998 5.533079e-02 0.9446692062   3.374126e-02
## 1519       0.010      0.990 5.808473e-03 0.9941915269   2.084897e-02
## 1520       0.004      0.996 1.399213e-01 0.8600786883   1.167170e-01
## 1521       0.004      0.996 3.423120e-02 0.9657687963   9.673325e-03
## 1522       0.974      0.026 9.477994e-01 0.0522006419   8.582787e-01
## 1523       0.008      0.992 1.090565e-02 0.9890943477   9.633680e-02
## 1524       0.002      0.998 5.594118e-03 0.9944058821   1.101339e-03
## 1525       0.028      0.972 4.863309e-01 0.5136691255   1.324292e-01
## 1526       0.024      0.976 4.067184e-02 0.9593281590   3.166030e-02
## 1527       0.000      1.000 7.106325e-04 0.9992893675   3.100883e-02
## 1528       0.000      1.000 4.443666e-03 0.9955563341   9.032023e-04
## 1529       0.004      0.996 9.838746e-04 0.9990161254   5.096133e-03
## 1530       0.000      1.000 3.487594e-03 0.9965124064   8.017464e-03
## 1531       0.020      0.980 5.276430e-04 0.9994723570   6.910249e-04
## 1532       0.954      0.046 7.497454e-01 0.2502545864   6.053406e-01
## 1533       0.096      0.904 1.135355e-03 0.9988646450   3.644135e-03
## 1534       0.002      0.998 8.478786e-03 0.9915212137   3.318663e-03
## 1535       0.004      0.996 2.980668e-02 0.9701933187   8.220285e-02
## 1536       0.010      0.990 1.216822e-02 0.9878317799   4.732894e-02
## 1537       0.834      0.166 5.132519e-01 0.4867481407   1.403514e-01
## 1538       0.004      0.996 3.162328e-02 0.9683767158   7.668796e-03
## 1539       0.002      0.998 3.844624e-04 0.9996155376   1.472734e-02
## 1540       0.816      0.184 4.330684e-01 0.5669315553   2.844461e-01
## 1541       0.038      0.962 3.914623e-04 0.9996085377   1.234690e-03
## 1542       0.012      0.988 3.812589e-03 0.9961874112   3.492195e-03
## 1543       0.006      0.994 6.383661e-02 0.9361633857   2.198840e-01
## 1544       0.024      0.976 7.814318e-02 0.9218568201   4.528022e-02
## 1545       0.000      1.000 7.733192e-03 0.9922668084   3.600855e-02
## 1546       0.000      1.000 1.809184e-02 0.9819081602   2.488691e-03
## 1547       0.100      0.900 3.516801e-03 0.9964831985   2.347762e-03
## 1548       0.856      0.144 6.095920e-03 0.9939040802   1.281053e-01
## 1549       0.014      0.986 7.452911e-03 0.9925470891   3.318843e-02
## 1550       0.004      0.996 2.077002e-02 0.9792299781   9.270472e-04
## 1551       0.000      1.000 8.711935e-03 0.9912880650   1.145807e-03
## 1552       0.000      1.000 3.908554e-02 0.9609144554   2.422666e-02
## 1553       0.002      0.998 1.585637e-01 0.8414362657   2.356360e-01
## 1554       0.968      0.032 7.845736e-01 0.2154263972   4.624156e-01
## 1555       0.000      1.000 2.825257e-02 0.9717474280   6.261613e-02
## 1556       0.944      0.056 7.451297e-01 0.2548703411   6.692118e-01
## 1557       0.000      1.000 3.780214e-03 0.9962197860   4.995675e-04
## 1558       0.004      0.996 2.797304e-02 0.9720269575   4.557110e-03
## 1559       0.370      0.630 3.492469e-01 0.6507530647   1.615453e-01
## 1560       0.056      0.944 6.062278e-02 0.9393772158   1.112653e-01
## 1561       0.002      0.998 4.658293e-02 0.9534170720   7.623010e-02
## 1562       0.958      0.042 7.293551e-01 0.2706449408   4.990025e-01
## 1563       0.040      0.960 1.196206e-01 0.8803794348   1.241439e-01
## 1564       0.000      1.000 1.017687e-02 0.9898231328   5.979750e-03
## 1565       0.020      0.980 1.820965e-02 0.9817903483   7.138078e-02
## 1566       0.000      1.000 6.214206e-03 0.9937857938   6.239116e-03
## 1567       0.008      0.992 2.379466e-02 0.9762053441   8.532656e-03
## 1568       0.004      0.996 2.107997e-02 0.9789200288   5.933691e-03
## 1569       0.896      0.104 8.087511e-01 0.1912489009   5.398459e-01
## 1570       0.010      0.990 5.210204e-04 0.9994789796   3.954265e-03
## 1571       0.980      0.020 7.989033e-01 0.2010967310   5.282178e-01
## 1572       0.004      0.996 7.105222e-03 0.9928947782   1.414139e-02
## 1573       0.014      0.986 3.797365e-03 0.9962026350   1.595214e-02
## 1574       0.062      0.938 2.901847e-01 0.7098152924   1.173441e-01
## 1575       0.000      1.000 1.835503e-02 0.9816449720   8.636543e-02
## 1576       0.960      0.040 9.678151e-01 0.0321848798   9.318132e-01
## 1577       0.010      0.990 9.976793e-03 0.9900232073   5.539397e-03
## 1578       0.000      1.000 1.248992e-03 0.9987510080   4.955613e-03
## 1579       0.006      0.994 5.750701e-01 0.4249298884   1.217751e-01
## 1580       0.002      0.998 6.748971e-02 0.9325102879   9.530523e-02
## 1581       0.002      0.998 2.698557e-02 0.9730144331   2.438546e-02
## 1582       0.002      0.998 2.028788e-02 0.9797121226   3.265867e-02
## 1583       0.214      0.786 6.769864e-02 0.9323013571   2.083698e-01
## 1584       0.002      0.998 1.272705e-03 0.9987272947   4.875055e-04
## 1585       0.002      0.998 1.674370e-03 0.9983256297   6.444809e-03
## 1586       0.892      0.108 7.255970e-01 0.2744029670   4.962600e-01
## 1587       0.010      0.990 5.941392e-02 0.9405860778   9.333309e-02
## 1588       0.026      0.974 1.063891e-02 0.9893610893   8.521765e-03
## 1589       0.904      0.096 8.988497e-01 0.1011503416   9.030159e-01
## 1590       0.906      0.094 9.628780e-01 0.0371220227   7.375926e-01
## 1591       0.012      0.988 4.867942e-02 0.9513205808   1.806503e-02
## 1592       0.014      0.986 7.357410e-03 0.9926425897   6.494044e-02
## 1593       0.002      0.998 3.154675e-03 0.9968453255   9.633075e-02
## 1594       0.002      0.998 3.137248e-02 0.9686275235   4.191103e-02
## 1595       0.010      0.990 1.303627e-02 0.9869637304   3.914988e-03
## 1596       0.000      1.000 2.954376e-03 0.9970456242   2.815371e-02
## 1597       0.012      0.988 9.574915e-03 0.9904250854   1.492739e-02
## 1598       0.052      0.948 8.638094e-02 0.9136190578   1.020971e-01
## 1599       0.046      0.954 4.196966e-01 0.5803033727   4.133175e-01
## 1600       0.004      0.996 1.665340e-03 0.9983346599   1.237669e-03
## 1601       0.022      0.978 1.051137e-02 0.9894886258   8.098594e-03
## 1602       0.006      0.994 1.163745e-02 0.9883625530   1.759448e-02
## 1603       0.918      0.082 4.264342e-01 0.5735658041   5.319127e-01
## 1604       0.944      0.056 9.829278e-01 0.0170722432   8.784833e-01
## 1605       0.010      0.990 8.265065e-04 0.9991734935   1.568564e-03
## 1606       0.812      0.188 8.987690e-01 0.1012309507   6.678833e-01
## 1607       0.002      0.998 5.499569e-05 0.9999450043   3.373467e-03
## 1608       0.046      0.954 5.905585e-02 0.9409441520   3.462906e-02
## 1609       0.000      1.000 4.383201e-03 0.9956167994   1.118098e-02
## 1610       0.962      0.038 9.362338e-01 0.0637662454   8.829046e-01
## 1611       0.002      0.998 1.169298e-02 0.9883070246   1.064209e-02
## 1612       0.004      0.996 5.479438e-02 0.9452056189   8.890559e-02
## 1613       0.000      1.000 1.747522e-02 0.9825247779   4.530105e-03
## 1614       0.894      0.106 9.978435e-01 0.0021564693   9.925553e-01
## 1615       0.002      0.998 2.702323e-03 0.9972976768   3.014874e-04
## 1616       0.010      0.990 3.055440e-01 0.6944560437   3.904425e-02
## 1617       0.000      1.000 4.576370e-04 0.9995423630   1.043128e-03
## 1618       0.992      0.008 9.341963e-01 0.0658037279   6.312715e-01
## 1619       0.016      0.984 1.597863e-02 0.9840213688   8.397046e-02
## 1620       0.000      1.000 1.140841e-03 0.9988591591   3.030472e-02
## 1621       0.006      0.994 2.805632e-02 0.9719436762   1.044962e-02
## 1622       0.004      0.996 1.396661e-01 0.8603338829   2.469891e-01
## 1623       0.002      0.998 6.605078e-04 0.9993394922   1.678300e-03
## 1624       0.950      0.050 4.120537e-01 0.5879463336   4.496929e-01
## 1625       0.000      1.000 8.983805e-03 0.9910161952   4.646416e-03
## 1626       0.000      1.000 1.511524e-03 0.9984884763   6.841446e-03
## 1627       0.894      0.106 2.588415e-01 0.7411585121   9.491729e-02
## 1628       0.008      0.992 6.424938e-02 0.9357506163   8.618166e-02
## 1629       0.762      0.238 6.128139e-01 0.3871860645   8.241312e-01
## 1630       0.000      1.000 1.877403e-04 0.9998122597   2.303178e-04
## 1631       0.008      0.992 6.453115e-02 0.9354688456   1.250723e-01
## 1632       0.846      0.154 9.807870e-01 0.0192129753   9.038608e-01
## 1633       0.994      0.006 9.301872e-01 0.0698127880   8.719830e-01
## 1634       0.000      1.000 6.374972e-04 0.9993625028   1.093748e-03
## 1635       0.006      0.994 3.703938e-02 0.9629606205   1.936045e-03
## 1636       0.002      0.998 1.710150e-04 0.9998289850   6.507765e-03
## 1637       0.000      1.000 1.848045e-03 0.9981519546   5.484022e-03
## 1638       0.954      0.046 6.982094e-01 0.3017905963   7.044319e-01
## 1639       0.832      0.168 2.218113e-01 0.7781886747   5.194251e-01
## 1640       0.000      1.000 4.213165e-02 0.9578683484   6.571501e-02
## 1641       0.940      0.060 6.332968e-01 0.3667032238   7.776092e-01
## 1642       0.000      1.000 1.004169e-02 0.9899583086   8.192179e-03
## 1643       0.000      1.000 3.436170e-03 0.9965638296   4.725349e-03
## 1644       0.018      0.982 7.903606e-04 0.9992096394   3.933230e-02
## 1645       0.000      1.000 5.808688e-04 0.9994191312   9.675283e-04
## 1646       0.000      1.000 8.717899e-02 0.9128210077   5.744104e-03
## 1647       0.006      0.994 4.792043e-02 0.9520795747   5.445829e-02
## 1648       0.008      0.992 3.137449e-03 0.9968625513   8.811982e-02
## 1649       0.006      0.994 2.893605e-01 0.7106395498   7.570871e-02
## 1650       0.010      0.990 7.167548e-03 0.9928324517   5.259956e-03
## 1651       0.000      1.000 1.467324e-03 0.9985326756   5.063748e-03
## 1652       0.010      0.990 1.236653e-04 0.9998763347   2.178588e-03
## 1653       0.000      1.000 4.213643e-03 0.9957863572   7.115163e-03
## 1654       0.008      0.992 1.594093e-02 0.9840590659   1.372606e-02
## 1655       0.002      0.998 1.092517e-02 0.9890748333   6.013513e-03
## 1656       0.002      0.998 1.362829e-01 0.8637171134   7.651155e-02
## 1657       0.000      1.000 2.002439e-02 0.9799756079   1.068385e-02
## 1658       0.858      0.142 2.631403e-01 0.7368597108   2.645768e-01
## 1659       0.032      0.968 6.212251e-03 0.9937877487   1.641994e-02
## 1660       0.000      1.000 1.710286e-02 0.9828971408   9.009550e-03
## 1661       0.004      0.996 3.978906e-03 0.9960210942   6.488001e-03
## 1662       0.984      0.016 8.878214e-01 0.1121786375   7.052197e-01
## 1663       0.004      0.996 2.251897e-02 0.9774810316   3.431561e-02
## 1664       0.778      0.222 4.243985e-01 0.5756014712   3.725710e-02
## 1665       0.000      1.000 2.250944e-02 0.9774905620   9.826370e-03
## 1666       0.000      1.000 4.388641e-02 0.9561135867   5.766540e-02
## 1667       0.852      0.148 4.324205e-01 0.5675794892   2.791500e-01
## 1668       0.972      0.028 9.216305e-01 0.0783695460   9.433598e-01
## 1669       0.000      1.000 8.478986e-05 0.9999152101   2.286984e-03
## 1670       0.002      0.998 6.188071e-03 0.9938119288   5.848724e-03
## 1671       0.000      1.000 3.464509e-03 0.9965354908   6.388375e-03
## 1672       0.002      0.998 2.249052e-02 0.9775094773   1.780043e-02
## 1673       0.002      0.998 2.523291e-03 0.9974767085   4.672157e-02
## 1674       0.006      0.994 3.334752e-01 0.6665247662   4.239073e-01
## 1675       0.000      1.000 4.621500e-03 0.9953785002   5.172247e-04
## 1676       0.000      1.000 6.818323e-03 0.9931816772   8.864669e-03
## 1677       0.002      0.998 1.340774e-03 0.9986592263   6.852406e-03
## 1678       0.006      0.994 2.477969e-02 0.9752203064   4.698836e-02
## 1679       0.000      1.000 2.274173e-03 0.9977258273   1.436171e-03
## 1680       0.000      1.000 1.355579e-03 0.9986444214   4.988445e-03
## 1681       0.012      0.988 1.796868e-03 0.9982031324   9.377655e-03
## 1682       0.000      1.000 5.643281e-02 0.9435671871   3.087964e-02
## 1683       0.010      0.990 1.056669e-02 0.9894333148   1.040777e-02
## 1684       0.814      0.186 2.115787e-01 0.7884212599   8.070129e-02
## 1685       0.000      1.000 1.766131e-03 0.9982338691   2.483875e-03
## 1686       0.000      1.000 6.175642e-03 0.9938243576   7.702766e-03
## 1687       0.000      1.000 1.555326e-01 0.8444674279   2.203365e-01
## 1688       0.830      0.170 5.860000e-01 0.4139999568   5.999667e-01
## 1689       0.002      0.998 1.573465e-03 0.9984265353   3.357959e-03
## 1690       0.722      0.278 4.853401e-01 0.5146598790   4.194084e-01
## 1691       0.730      0.270 2.473480e-01 0.7526519610   2.229502e-01
## 1692       0.000      1.000 2.151441e-01 0.7848558715   1.154610e-02
## 1693       0.956      0.044 9.576053e-01 0.0423946718   8.183524e-01
## 1694       0.000      1.000 8.142232e-02 0.9185776817   1.061335e-01
## 1695       0.968      0.032 9.850627e-01 0.0149372822   9.658370e-01
## 1696       0.002      0.998 5.871436e-03 0.9941285637   2.281833e-03
## 1697       0.012      0.988 1.749385e-02 0.9825061545   1.749092e-02
## 1698       0.746      0.254 5.430519e-02 0.9456948079   3.570938e-02
## 1699       0.000      1.000 1.910717e-03 0.9980892834   8.968720e-03
## 1700       0.002      0.998 7.494405e-03 0.9925055952   1.359819e-02
## 1701       0.864      0.136 2.179554e-01 0.7820446014   2.615860e-01
## 1702       0.012      0.988 1.955781e-01 0.8044219011   2.096381e-02
## 1703       0.000      1.000 1.281983e-04 0.9998718017   1.790159e-03
## 1704       0.004      0.996 1.037651e-02 0.9896234878   4.821053e-02
## 1705       0.970      0.030 6.421939e-01 0.3578061421   5.433097e-01
## 1706       0.002      0.998 1.203868e-03 0.9987961323   2.246148e-03
## 1707       0.006      0.994 4.837584e-03 0.9951624158   6.869967e-03
## 1708       0.000      1.000 3.693021e-03 0.9963069793   5.374386e-03
## 1709       0.296      0.704 6.480530e-02 0.9351946968   8.478547e-02
## 1710       0.802      0.198 5.844223e-01 0.4155776503   6.553401e-01
## 1711       0.000      1.000 2.785063e-03 0.9972149374   7.663439e-04
## 1712       0.934      0.066 4.531787e-01 0.5468212544   2.348004e-01
## 1713       0.004      0.996 6.420560e-02 0.9357943991   4.712773e-02
## 1714       0.014      0.986 8.307173e-03 0.9916928272   7.898797e-04
## 1715       0.428      0.572 5.752747e-01 0.4247252760   1.716661e-01
## 1716       0.022      0.978 1.185187e-02 0.9881481309   1.436564e-02
## 1717       0.014      0.986 3.036377e-02 0.9696362270   4.256346e-02
## 1718       0.672      0.328 1.031416e-01 0.8968583869   1.470162e-01
## 1719       0.000      1.000 2.687207e-03 0.9973127934   3.793628e-03
## 1720       0.886      0.114 7.407721e-01 0.2592279151   3.987119e-01
## 1721       0.822      0.178 2.748940e-01 0.7251059893   6.481261e-01
## 1722       0.752      0.248 7.763570e-01 0.2236429573   2.562806e-01
## 1723       0.000      1.000 4.120176e-03 0.9958798240   3.934659e-03
## 1724       0.006      0.994 3.952863e-01 0.6047137410   2.871671e-02
## 1725       0.000      1.000 3.107384e-04 0.9996892616   3.282289e-03
## 1726       0.028      0.972 1.598437e-02 0.9840156315   6.433579e-03
## 1727       0.000      1.000 1.939891e-02 0.9806010943   7.247154e-03
## 1728       0.002      0.998 1.275092e-02 0.9872490828   3.824448e-02
## 1729       0.002      0.998 4.593690e-03 0.9954063098   1.102062e-02
## 1730       0.000      1.000 9.017890e-04 0.9990982110   2.111689e-04
## 1731       0.004      0.996 5.507784e-02 0.9449221592   3.172705e-02
## 1732       0.004      0.996 6.625086e-03 0.9933749145   4.496581e-04
## 1733       0.014      0.986 3.622960e-02 0.9637703963   3.651291e-02
## 1734       0.012      0.988 7.128439e-03 0.9928715614   1.187326e-02
## 1735       0.000      1.000 4.513644e-03 0.9954863560   1.965081e-03
## 1736       0.896      0.104 7.894847e-01 0.2105153202   5.567883e-01
## 1737       0.000      1.000 3.907350e-03 0.9960926497   1.215509e-02
## 1738       0.008      0.992 3.754659e-01 0.6245340583   7.344452e-03
## 1739       0.012      0.988 1.060966e-01 0.8939034091   2.125375e-02
## 1740       0.362      0.638 5.228392e-01 0.4771607791   1.706862e-01
## 1741       0.002      0.998 3.239181e-05 0.9999676082   7.112955e-04
## 1742       0.004      0.996 1.403398e-02 0.9859660237   1.444092e-02
## 1743       0.004      0.996 1.586414e-02 0.9841358588   3.079025e-03
## 1744       0.990      0.010 9.898082e-01 0.0101918062   9.687949e-01
## 1745       0.000      1.000 1.029318e-02 0.9897068183   3.757058e-02
## 1746       0.004      0.996 4.589825e-04 0.9995410175   2.792596e-03
## 1747       0.962      0.038 9.833502e-01 0.0166497624   9.727493e-01
## 1748       0.000      1.000 1.178913e-02 0.9882108686   2.574899e-03
## 1749       0.004      0.996 2.224889e-03 0.9977751111   1.041211e-02
## 1750       0.214      0.786 1.479756e-01 0.8520244171   3.409287e-01
## 1751       0.000      1.000 2.788177e-02 0.9721182335   2.890674e-03
## 1752       0.000      1.000 8.146247e-02 0.9185375312   1.019804e-02
## 1753       0.028      0.972 2.367382e-01 0.7632617860   6.756298e-02
## 1754       0.000      1.000 4.095204e-04 0.9995904796   6.036318e-04
## 1755       0.004      0.996 2.098448e-02 0.9790155216   4.646723e-03
## 1756       0.124      0.876 3.200345e-02 0.9679965451   2.424040e-02
## 1757       0.006      0.994 6.061484e-04 0.9993938516   1.527269e-03
## 1758       0.000      1.000 2.184020e-04 0.9997815980   2.953190e-03
## 1759       0.008      0.992 5.557605e-02 0.9444239524   8.375431e-03
## 1760       0.882      0.118 4.708769e-01 0.5291231007   5.150161e-01
## 1761       0.000      1.000 4.381633e-02 0.9561836660   3.408305e-02
## 1762       0.000      1.000 6.957582e-02 0.9304241842   5.760873e-02
## 1763       0.008      0.992 4.251216e-02 0.9574878407   5.593998e-03
## 1764       0.010      0.990 1.165648e-03 0.9988343524   4.233418e-03
## 1765       0.012      0.988 3.099735e-03 0.9969002651   2.607050e-03
## 1766       0.012      0.988 2.330542e-02 0.9766945823   3.840597e-02
## 1767       0.000      1.000 3.462668e-03 0.9965373317   6.394494e-02
## 1768       0.002      0.998 2.194288e-03 0.9978057118   1.188919e-02
## 1769       0.000      1.000 5.514934e-04 0.9994485066   1.609296e-03
## 1770       0.002      0.998 1.198804e-02 0.9880119574   3.524419e-02
## 1771       0.000      1.000 4.349545e-03 0.9956504546   1.094753e-02
## 1772       0.006      0.994 3.256361e-02 0.9674363947   5.648285e-02
## 1773       0.028      0.972 3.736486e-02 0.9626351432   6.749776e-03
## 1774       0.046      0.954 2.530945e-01 0.7469055187   3.440579e-01
## 1775       0.000      1.000 9.124318e-03 0.9908756815   2.014958e-02
## 1776       0.000      1.000 2.946204e-04 0.9997053796   1.132037e-03
## 1777       0.002      0.998 1.853410e-02 0.9814658961   1.668177e-02
## 1778       0.014      0.986 9.499140e-02 0.9050086024   5.267586e-02
## 1779       0.000      1.000 1.387787e-03 0.9986122130   1.747281e-02
## 1780       0.012      0.988 5.564497e-02 0.9443550262   3.250029e-02
## 1781       0.000      1.000 5.621967e-03 0.9943780330   1.900659e-02
## 1782       0.010      0.990 3.023534e-02 0.9697646565   4.526860e-03
## 1783       0.890      0.110 9.957213e-01 0.0042787088   9.611776e-01
## 1784       0.022      0.978 3.117792e-03 0.9968822077   1.000146e-02
## 1785       0.002      0.998 8.617755e-04 0.9991382245   1.175746e-02
## 1786       0.002      0.998 1.825108e-03 0.9981748924   3.062616e-03
## 1787       0.002      0.998 8.766961e-02 0.9123303933   6.765317e-03
## 1788       0.990      0.010 9.650644e-01 0.0349356086   8.766384e-01
## 1789       0.002      0.998 1.474633e-02 0.9852536661   2.687035e-04
## 1790       0.000      1.000 2.177204e-04 0.9997822796   3.688546e-03
## 1791       0.928      0.072 6.128858e-01 0.3871141941   7.672184e-01
## 1792       0.968      0.032 8.914661e-01 0.1085339044   8.076292e-01
## 1793       0.016      0.984 8.379376e-03 0.9916206241   9.796078e-03
## 1794       0.002      0.998 1.238503e-02 0.9876149686   1.807711e-02
## 1795       0.000      1.000 6.226815e-03 0.9937731846   3.078100e-03
## 1796       0.000      1.000 7.325616e-03 0.9926743839   3.716845e-03
## 1797       0.004      0.996 2.723518e-02 0.9727648173   1.408843e-02
## 1798       0.940      0.060 8.637075e-01 0.1362924995   4.631810e-01
## 1799       0.002      0.998 2.884083e-02 0.9711591742   4.331125e-03
## 1800       0.004      0.996 1.026592e-01 0.8973408107   3.348763e-02
## 1801       0.916      0.084 9.178766e-01 0.0821234429   7.542772e-01
## 1802       0.458      0.542 2.929675e-01 0.7070324834   2.046789e-01
## 1803       0.006      0.994 2.467187e-04 0.9997532813   8.788777e-03
## 1804       0.000      1.000 1.605796e-02 0.9839420385   6.870077e-03
## 1805       0.000      1.000 9.574887e-04 0.9990425113   1.750721e-03
## 1806       0.972      0.028 9.885689e-01 0.0114311377   8.917778e-01
## 1807       0.004      0.996 1.259140e-02 0.9874085986   8.259903e-03
## 1808       0.034      0.966 2.683412e-01 0.7316588095   1.852666e-02
## 1809       0.004      0.996 2.002558e-01 0.7997442026   1.025471e-01
## 1810       0.988      0.012 9.590850e-01 0.0409150032   8.389627e-01
## 1811       0.000      1.000 7.048716e-04 0.9992951284   3.319703e-03
## 1812       0.000      1.000 2.036003e-03 0.9979639965   4.701557e-03
## 1813       0.004      0.996 1.193407e-03 0.9988065934   1.713105e-03
## 1814       0.022      0.978 2.029989e-02 0.9797001086   1.811940e-02
## 1815       0.002      0.998 4.615612e-04 0.9995384388   5.159210e-04
## 1816       0.010      0.990 5.353629e-02 0.9464637065   1.481356e-01
## 1817       0.000      1.000 1.687334e-03 0.9983126655   6.259230e-03
## 1818       0.014      0.986 3.972753e-02 0.9602724708   2.683294e-02
## 1819       0.016      0.984 4.757922e-02 0.9524207752   1.384922e-02
## 1820       0.898      0.102 6.654316e-01 0.3345684318   4.851934e-01
## 1821       0.026      0.974 3.265917e-02 0.9673408284   3.964966e-03
## 1822       0.000      1.000 2.160204e-03 0.9978397964   2.203041e-02
## 1823       0.002      0.998 1.123066e-03 0.9988769341   5.117714e-04
## 1824       0.002      0.998 3.771049e-04 0.9996228951   9.527986e-04
## 1825       0.008      0.992 3.646946e-02 0.9635305364   1.263042e-02
## 1826       0.010      0.990 1.251613e-01 0.8748386698   5.473239e-02
## 1827       0.010      0.990 2.402434e-03 0.9975975657   8.984022e-03
## 1828       0.000      1.000 7.704385e-04 0.9992295615   1.851120e-03
## 1829       0.940      0.060 3.420129e-01 0.6579870773   4.342024e-02
## 1830       0.006      0.994 2.662174e-02 0.9733782604   8.171188e-02
## 1831       0.008      0.992 2.839941e-02 0.9716005925   1.827854e-02
## 1832       0.000      1.000 7.116595e-02 0.9288340545   8.666165e-02
## 1833       0.018      0.982 6.562282e-05 0.9999343772   2.826625e-03
## 1834       0.922      0.078 9.897438e-01 0.0102561675   9.024907e-01
## 1835       0.004      0.996 4.222797e-03 0.9957772025   2.494520e-03
## 1836       0.000      1.000 7.117538e-03 0.9928824619   6.247229e-03
## 1837       0.000      1.000 1.097805e-03 0.9989021954   6.368542e-03
## 1838       0.004      0.996 3.399632e-02 0.9660036770   5.368999e-03
## 1839       0.004      0.996 6.161925e-02 0.9383807470   2.725866e-02
## 1840       0.734      0.266 5.524442e-04 0.9994475558   3.095401e-02
## 1841       0.898      0.102 7.411811e-01 0.2588188697   7.779469e-01
## 1842       0.000      1.000 1.425870e-02 0.9857412970   1.209443e-02
## 1843       0.032      0.968 2.281441e-02 0.9771855910   9.404803e-03
## 1844       0.012      0.988 2.122969e-01 0.7877030982   9.886924e-02
## 1845       0.032      0.968 1.880372e-02 0.9811962847   3.991139e-03
## 1846       0.002      0.998 3.689588e-03 0.9963104120   4.494346e-03
## 1847       0.002      0.998 1.349240e-02 0.9865076042   5.320548e-02
## 1848       0.000      1.000 9.460242e-03 0.9905397581   3.859807e-02
## 1849       0.072      0.928 6.460932e-01 0.3539068241   1.401832e-01
## 1850       0.000      1.000 3.372787e-02 0.9662721295   4.399153e-03
## 1851       0.000      1.000 1.897146e-03 0.9981028544   2.345140e-03
## 1852       0.022      0.978 1.826607e-02 0.9817339289   1.549633e-02
## 1853       0.000      1.000 2.231339e-02 0.9776866113   1.668988e-03
## 1854       0.014      0.986 1.355813e-02 0.9864418696   4.311187e-03
## 1855       0.988      0.012 9.971438e-01 0.0028561756   9.589659e-01
## 1856       0.930      0.070 4.362733e-01 0.5637267128   5.299756e-01
## 1857       0.932      0.068 2.627910e-01 0.7372090468   5.890451e-01
## 1858       0.002      0.998 2.194242e-02 0.9780575818   4.282645e-02
## 1859       0.000      1.000 9.629464e-03 0.9903705360   3.813539e-03
## 1860       0.002      0.998 1.620764e-02 0.9837923559   2.309854e-02
## 1861       0.000      1.000 1.439723e-03 0.9985602769   4.287232e-03
## 1862       0.000      1.000 2.624985e-01 0.7375014646   1.147495e-01
## 1863       0.004      0.996 7.290641e-03 0.9927093592   4.718377e-03
## 1864       0.000      1.000 3.769561e-03 0.9962304393   1.485556e-03
## 1865       0.000      1.000 3.714061e-03 0.9962859393   4.488932e-03
## 1866       0.032      0.968 8.424386e-03 0.9915756140   1.868708e-02
## 1867       0.980      0.020 9.744813e-01 0.0255187111   9.427177e-01
## 1868       0.058      0.942 3.205085e-01 0.6794915467   7.242633e-02
## 1869       0.930      0.070 8.528904e-01 0.1471095610   8.223402e-01
## 1870       0.000      1.000 4.108576e-03 0.9958914243   6.309129e-03
## 1871       0.000      1.000 5.095083e-03 0.9949049174   6.782919e-03
## 1872       0.948      0.052 2.744326e-01 0.7255673770   3.747564e-01
## 1873       0.004      0.996 4.783871e-04 0.9995216129   2.418691e-03
## 1874       0.002      0.998 4.800434e-04 0.9995199566   1.398419e-03
## 1875       0.002      0.998 1.176117e-03 0.9988238830   1.415928e-03
## 1876       0.040      0.960 1.106600e-01 0.8893399503   2.580606e-01
## 1877       0.000      1.000 6.961406e-04 0.9993038594   1.538448e-03
## 1878       0.158      0.842 2.449881e-02 0.9755011886   5.578992e-02
## 1879       0.000      1.000 6.503547e-03 0.9934964534   6.069179e-03
## 1880       0.010      0.990 1.597969e-02 0.9840203098   3.633570e-03
## 1881       0.000      1.000 4.064158e-02 0.9593584231   1.159392e-01
## 1882       0.000      1.000 9.860185e-04 0.9990139815   7.701871e-03
## 1883       0.006      0.994 3.600494e-02 0.9639950624   1.013010e-01
## 1884       0.002      0.998 2.393633e-01 0.7606366976   6.858208e-02
## 1885       0.944      0.056 9.130476e-01 0.0869524377   8.384264e-01
## 1886       0.002      0.998 1.309161e-03 0.9986908388   5.278005e-03
## 1887       0.000      1.000 4.370751e-03 0.9956292488   4.351896e-03
## 1888       0.000      1.000 7.730875e-04 0.9992269125   2.759832e-03
## 1889       0.002      0.998 1.353557e-03 0.9986464434   2.992701e-03
## 1890       0.900      0.100 8.518495e-01 0.1481505341   7.643204e-01
## 1891       0.918      0.082 6.514294e-01 0.3485705560   6.210327e-01
## 1892       0.000      1.000 1.787464e-02 0.9821253592   1.297545e-02
## 1893       0.002      0.998 4.621898e-03 0.9953781022   5.242569e-03
## 1894       0.000      1.000 9.786782e-03 0.9902132176   8.802635e-03
## 1895       0.002      0.998 3.751614e-03 0.9962483863   4.849522e-03
## 1896       0.000      1.000 1.094658e-02 0.9890534202   1.769433e-03
## 1897       0.940      0.060 4.796504e-01 0.5203496213   7.766398e-01
## 1898       0.940      0.060 5.308704e-01 0.4691295530   3.285957e-01
## 1899       0.018      0.982 2.174073e-01 0.7825926698   5.086331e-02
## 1900       0.028      0.972 3.300335e-01 0.6699664647   1.204977e-01
## 1901       0.530      0.470 1.945785e-01 0.8054214739   1.792998e-01
## 1902       0.010      0.990 1.607550e-03 0.9983924498   2.029413e-03
## 1903       0.984      0.016 9.415451e-01 0.0584548605   8.092879e-01
## 1904       0.000      1.000 2.461427e-03 0.9975385733   1.450349e-02
## 1905       0.008      0.992 6.587505e-03 0.9934124951   1.903975e-03
## 1906       0.000      1.000 1.739622e-03 0.9982603780   7.757783e-04
## 1907       0.010      0.990 1.036131e-01 0.8963868731   2.287897e-02
## 1908       0.000      1.000 1.963454e-02 0.9803654567   1.073224e-03
## 1909       0.008      0.992 4.612418e-02 0.9538758201   7.767429e-03
## 1910       0.982      0.018 9.801934e-01 0.0198065516   8.763612e-01
## 1911       0.004      0.996 4.896497e-03 0.9951035034   1.756046e-02
## 1912       0.004      0.996 1.545298e-02 0.9845470211   6.880204e-04
## 1913       0.004      0.996 6.188950e-04 0.9993811050   9.467539e-04
## 1914       0.816      0.184 4.450587e-01 0.5549412724   3.935021e-01
## 1915       0.002      0.998 1.379747e-02 0.9862025348   8.627310e-02
## 1916       0.002      0.998 3.465306e-02 0.9653469392   1.394558e-02
## 1917       0.998      0.002 9.929087e-01 0.0070912562   9.348616e-01
## 1918       0.002      0.998 4.294057e-03 0.9957059427   6.343868e-03
## 1919       0.000      1.000 7.270196e-03 0.9927298036   2.185524e-03
## 1920       0.002      0.998 1.674739e-04 0.9998325261   2.827666e-03
## 1921       0.016      0.984 8.214869e-02 0.9178513132   3.229987e-02
## 1922       0.018      0.982 1.262729e-02 0.9873727093   4.251944e-02
## 1923       0.000      1.000 2.866188e-02 0.9713381196   1.441890e-02
## 1924       0.674      0.326 3.082728e-01 0.6917271952   1.993689e-01
## 1925       0.000      1.000 5.006270e-03 0.9949937301   1.307629e-03
## 1926       0.118      0.882 5.233068e-02 0.9476693240   1.164945e-02
## 1927       0.000      1.000 1.501738e-02 0.9849826179   4.545780e-03
## 1928       0.000      1.000 3.803007e-03 0.9961969932   1.872964e-03
## 1929       0.006      0.994 1.262451e-01 0.8737548969   7.259367e-02
## 1930       0.010      0.990 4.743923e-02 0.9525607680   8.242215e-02
## 1931       0.806      0.194 2.630369e-01 0.7369630538   3.346770e-01
## 1932       0.008      0.992 4.414287e-03 0.9955857126   1.668869e-02
## 1933       0.000      1.000 2.082461e-04 0.9997917539   1.962277e-03
## 1934       0.004      0.996 2.318564e-03 0.9976814360   1.464340e-03
## 1935       0.002      0.998 1.413795e-02 0.9858620465   9.170638e-03
## 1936       0.000      1.000 9.564529e-03 0.9904354714   1.884735e-02
## 1937       0.000      1.000 3.437409e-03 0.9965625907   7.574365e-03
## 1938       0.000      1.000 4.048180e-02 0.9595181951   1.498310e-02
## 1939       0.006      0.994 1.306027e-02 0.9869397279   1.057020e-03
## 1940       0.000      1.000 8.744401e-02 0.9125559894   6.228979e-02
## 1941       0.004      0.996 3.264111e-04 0.9996735889   6.707530e-03
## 1942       0.008      0.992 9.638205e-03 0.9903617952   2.769666e-03
## 1943       0.932      0.068 6.255478e-01 0.3744521748   4.638560e-01
## 1944       0.014      0.986 1.408465e-03 0.9985915350   4.289274e-03
## 1945       0.002      0.998 3.066558e-03 0.9969334422   2.251958e-02
## 1946       0.016      0.984 6.387939e-01 0.3612060687   3.209111e-02
## 1947       0.018      0.982 1.995073e-02 0.9800492718   6.818040e-03
## 1948       0.958      0.042 5.974732e-01 0.4025268420   7.039284e-01
## 1949       0.008      0.992 7.002175e-03 0.9929978248   6.326353e-03
## 1950       0.004      0.996 4.873629e-03 0.9951263712   2.700542e-03
## 1951       0.002      0.998 5.584889e-03 0.9944151110   1.236510e-03
## 1952       0.940      0.060 9.559074e-01 0.0440926224   2.096033e-01
## 1953       0.000      1.000 6.829337e-02 0.9317066286   1.239632e-01
## 1954       0.016      0.984 5.654893e-03 0.9943451067   9.101247e-03
## 1955       0.002      0.998 8.348027e-04 0.9991651973   9.037059e-03
## 1956       0.000      1.000 1.554768e-02 0.9844523224   7.066785e-03
## 1957       0.980      0.020 6.064772e-01 0.3935228313   5.404532e-01
## 1958       0.004      0.996 1.051242e-04 0.9998948758   1.458827e-03
## 1959       0.058      0.942 6.863421e-03 0.9931365790   4.441048e-03
## 1960       0.044      0.956 5.294026e-02 0.9470597405   9.901601e-04
## 1961       0.004      0.996 1.576046e-02 0.9842395398   1.020927e-02
## 1962       0.000      1.000 6.326953e-04 0.9993673047   8.276476e-03
## 1963       0.820      0.180 9.408505e-02 0.9059149539   2.674400e-02
## 1964       0.010      0.990 4.233240e-02 0.9576675970   1.942239e-02
## 1965       0.000      1.000 8.038013e-03 0.9919619871   1.081145e-03
## 1966       0.740      0.260 8.455117e-02 0.9154488288   1.152838e-02
## 1967       0.000      1.000 5.918078e-05 0.9999408192   6.500726e-04
## 1968       0.204      0.796 1.307051e-01 0.8692948836   5.101155e-02
## 1969       0.878      0.122 1.648131e-01 0.8351869102   5.493113e-01
## 1970       0.972      0.028 9.044613e-01 0.0955387119   7.912130e-01
## 1971       0.870      0.130 5.678076e-01 0.4321924443   2.888736e-01
## 1972       0.012      0.988 5.069677e-04 0.9994930323   1.947315e-04
## 1973       0.022      0.978 1.552781e-03 0.9984472190   1.157828e-02
## 1974       0.104      0.896 3.762392e-02 0.9623760849   3.194320e-03
## 1975       0.000      1.000 1.477505e-03 0.9985224951   1.285710e-02
## 1976       0.002      0.998 1.416432e-03 0.9985835681   5.396090e-03
## 1977       0.830      0.170 9.298112e-01 0.0701887932   7.179329e-01
## 1978       0.830      0.170 6.124183e-01 0.3875817319   5.882090e-01
## 1979       0.952      0.048 7.716456e-01 0.2283543907   8.348824e-01
## 1980       0.000      1.000 2.643286e-03 0.9973567135   8.397602e-03
## 1981       0.002      0.998 1.245241e-01 0.8754758792   2.060118e-01
## 1982       0.002      0.998 8.331588e-03 0.9916684124   1.066359e-02
## 1983       0.004      0.996 9.811844e-02 0.9018815605   3.187952e-02
## 1984       0.000      1.000 5.186452e-03 0.9948135480   1.056956e-03
## 1985       0.008      0.992 1.197001e-02 0.9880299917   5.554298e-02
## 1986       0.028      0.972 2.172788e-02 0.9782721226   4.603878e-02
## 1987       0.000      1.000 1.420205e-02 0.9857979479   5.675201e-02
## 1988       0.000      1.000 1.243415e-03 0.9987565851   7.946963e-04
## 1989       0.000      1.000 4.292563e-03 0.9957074372   2.053934e-02
## 1990       0.004      0.996 4.573119e-02 0.9542688056   3.814161e-03
## 1991       0.000      1.000 1.615691e-03 0.9983843093   3.379910e-04
## 1992       0.652      0.348 2.159562e-01 0.7840438477   1.480966e-01
## 1993       0.018      0.982 5.735546e-03 0.9942644538   1.380181e-02
## 1994       0.012      0.988 6.622368e-03 0.9933776317   8.250247e-03
## 1995       0.002      0.998 3.969422e-03 0.9960305781   1.067240e-02
## 1996       0.000      1.000 5.044041e-03 0.9949559586   5.455329e-03
## 1997       0.000      1.000 3.567452e-05 0.9999643255   8.551710e-04
## 1998       0.950      0.050 2.549894e-01 0.7450106112   3.869025e-01
## 1999       0.004      0.996 1.787611e-03 0.9982123893   4.242220e-02
## 2000       0.000      1.000 8.388819e-03 0.9916111814   1.914030e-02
## 2001       0.000      1.000 4.551270e-03 0.9954487301   9.966076e-03
## 2002       0.000      1.000 1.224410e-01 0.8775589920   8.192078e-03
## 2003       0.844      0.156 9.821330e-01 0.0178670254   8.905751e-01
## 2004       0.000      1.000 6.908007e-04 0.9993091993   4.284563e-04
## 2005       0.000      1.000 6.422561e-03 0.9935774389   1.201112e-02
## 2006       0.000      1.000 5.723744e-03 0.9942762561   1.013811e-02
## 2007       0.002      0.998 8.757822e-04 0.9991242178   1.128281e-03
## 2008       0.002      0.998 7.993331e-02 0.9200666875   1.630190e-03
## 2009       0.004      0.996 2.580745e-02 0.9741925524   7.353863e-02
## 2010       0.898      0.102 3.425198e-01 0.6574801739   2.156188e-01
## 2011       0.006      0.994 2.608076e-03 0.9973919238   2.435089e-04
## 2012       0.000      1.000 3.397470e-03 0.9966025303   1.062663e-03
## 2013       0.018      0.982 8.193885e-03 0.9918061152   1.099472e-03
## 2014       0.806      0.194 5.985990e-01 0.4014010210   2.480874e-01
## 2015       0.000      1.000 3.053764e-02 0.9694623628   4.429960e-03
## 2016       0.014      0.986 3.294265e-02 0.9670573469   9.635686e-03
## 2017       0.002      0.998 2.758183e-03 0.9972418169   3.915230e-03
## 2018       0.954      0.046 7.481195e-01 0.2518805016   4.611564e-01
## 2019       0.000      1.000 6.721099e-03 0.9932789009   8.959094e-04
## 2020       0.712      0.288 2.394424e-02 0.9760557650   3.581803e-01
## 2021       0.926      0.074 7.733516e-01 0.2266484043   7.244189e-01
## 2022       0.126      0.874 4.703110e-02 0.9529688953   1.480932e-03
## 2023       0.004      0.996 1.165448e-03 0.9988345518   8.798194e-04
## 2024       0.024      0.976 1.449413e-01 0.8550586859   2.930205e-01
## 2025       0.072      0.928 1.809355e-01 0.8190645325   2.211730e-01
## 2026       0.004      0.996 6.430140e-03 0.9935698604   5.006718e-03
## 2027       0.008      0.992 1.040499e-02 0.9895950131   2.774078e-02
## 2028       0.004      0.996 4.306831e-02 0.9569316921   7.987702e-02
## 2029       0.000      1.000 2.335454e-03 0.9976645456   1.174240e-03
## 2030       0.000      1.000 4.064806e-02 0.9593519424   8.677904e-03
## 2031       0.008      0.992 3.745806e-04 0.9996254194   2.661997e-03
## 2032       0.030      0.970 2.222152e-01 0.7777847546   6.774234e-02
## 2033       0.000      1.000 9.389909e-03 0.9906100908   6.259040e-03
## 2034       0.002      0.998 4.872506e-03 0.9951274941   3.364166e-03
## 2035       0.010      0.990 2.673868e-03 0.9973261316   4.819592e-03
## 2036       0.002      0.998 7.959459e-02 0.9204054142   2.439215e-02
## 2037       0.002      0.998 3.876614e-01 0.6123386064   2.791043e-01
## 2038       0.946      0.054 7.549654e-01 0.2450345543   8.151117e-01
## 2039       0.000      1.000 4.400248e-02 0.9559975172   1.075783e-01
## 2040       0.016      0.984 1.702918e-01 0.8297081560   1.362541e-01
## 2041       0.024      0.976 2.016262e-03 0.9979837380   1.316711e-02
## 2042       0.118      0.882 1.008011e-01 0.8991989210   8.334876e-02
## 2043       0.002      0.998 5.704086e-03 0.9942959135   5.692047e-03
## 2044       0.014      0.986 3.043445e-01 0.6956554566   2.472077e-01
## 2045       0.000      1.000 2.694690e-03 0.9973053101   4.224296e-03
## 2046       0.000      1.000 2.149469e-02 0.9785053114   1.137785e-02
## 2047       0.010      0.990 7.675176e-02 0.9232482405   2.903988e-01
## 2048       0.010      0.990 2.532498e-02 0.9746750158   3.388783e-02
## 2049       0.004      0.996 1.476156e-02 0.9852384364   1.220904e-02
## 2050       0.000      1.000 1.548542e-04 0.9998451458   1.768574e-03
## 2051       0.002      0.998 1.739380e-03 0.9982606198   1.525896e-03
## 2052       0.000      1.000 6.993772e-03 0.9930062283   3.638253e-02
## 2053       0.000      1.000 4.746521e-04 0.9995253479   1.453685e-02
## 2054       0.544      0.456 3.046900e-01 0.6953100360   1.431938e-01
## 2055       0.000      1.000 5.347150e-02 0.9465284956   1.817446e-02
## 2056       0.000      1.000 8.626935e-03 0.9913730650   2.738198e-03
## 2057       0.972      0.028 9.697299e-01 0.0302701174   8.996158e-01
## 2058       0.000      1.000 3.000017e-03 0.9969999825   1.361579e-02
## 2059       0.010      0.990 3.000880e-03 0.9969991199   4.262512e-03
## 2060       0.012      0.988 2.097733e-02 0.9790226681   2.396692e-02
## 2061       0.006      0.994 1.373280e-03 0.9986267201   2.863423e-02
## 2062       0.058      0.942 1.577880e-02 0.9842211962   1.689049e-01
## 2063       0.000      1.000 7.442667e-02 0.9255733262   8.067099e-02
## 2064       0.004      0.996 1.679569e-02 0.9832043134   3.609303e-02
## 2065       0.002      0.998 3.495416e-03 0.9965045836   5.816431e-03
## 2066       0.948      0.052 9.542940e-01 0.0457060153   8.139418e-01
## 2067       0.000      1.000 4.124245e-03 0.9958757546   8.510350e-04
## 2068       0.022      0.978 1.001891e-01 0.8998108818   2.410810e-02
## 2069       0.000      1.000 1.499856e-02 0.9850014397   2.109838e-02
## 2070       0.002      0.998 2.912097e-03 0.9970879034   1.154020e-02
## 2071       0.002      0.998 1.297978e-02 0.9870202229   6.497253e-03
## 2072       0.000      1.000 2.613034e-02 0.9738696555   5.547862e-02
## 2073       0.000      1.000 5.685571e-04 0.9994314429   2.098602e-03
## 2074       0.016      0.984 8.779430e-03 0.9912205705   1.203424e-02
## 2075       0.000      1.000 3.153998e-04 0.9996846002   3.354332e-03
## 2076       0.816      0.184 2.229513e-01 0.7770486545   8.261655e-02
## 2077       0.012      0.988 6.883214e-02 0.9311678610   4.014973e-01
## 2078       0.008      0.992 1.788947e-01 0.8211053413   2.993848e-03
## 2079       0.930      0.070 7.612357e-01 0.2387642865   5.416469e-01
## 2080       0.064      0.936 3.466073e-02 0.9653392716   6.843102e-02
## 2081       0.004      0.996 3.263642e-02 0.9673635757   8.688728e-02
## 2082       0.004      0.996 3.002352e-05 0.9999699765   2.157518e-03
## 2083       0.006      0.994 4.418200e-03 0.9955818003   1.280626e-02
## 2084       0.000      1.000 1.214216e-01 0.8785784494   1.939790e-02
## 2085       0.002      0.998 6.994976e-02 0.9300502363   1.845652e-01
## 2086       0.920      0.080 7.687101e-01 0.2312898698   2.100655e-01
## 2087       0.002      0.998 6.418222e-06 0.9999935818   6.037811e-04
## 2088       0.926      0.074 2.774292e-01 0.7225708237   9.302149e-01
## 2089       0.010      0.990 3.133230e-04 0.9996866770   1.558540e-03
## 2090       0.000      1.000 1.038310e-02 0.9896168978   9.562937e-03
## 2091       0.012      0.988 2.443322e-03 0.9975566776   4.252964e-03
## 2092       0.002      0.998 1.067613e-02 0.9893238746   1.375517e-03
## 2093       0.004      0.996 9.248348e-03 0.9907516516   1.624223e-02
## 2094       0.858      0.142 7.175347e-01 0.2824652980   1.888500e-01
## 2095       0.914      0.086 7.801595e-01 0.2198404874   6.632592e-01
## 2096       0.000      1.000 2.110888e-03 0.9978891123   1.232140e-03
## 2097       0.006      0.994 4.598119e-03 0.9954018808   8.135071e-04
## 2098       0.918      0.082 3.730648e-01 0.6269352217   4.110220e-02
## 2099       0.054      0.946 1.572520e-01 0.8427479966   1.170054e-01
## 2100       0.000      1.000 2.586988e-03 0.9974130121   8.722513e-03
## 2101       0.034      0.966 3.836002e-02 0.9616399804   2.234363e-02
## 2102       0.780      0.220 3.323153e-01 0.6676846992   1.824181e-01
## 2103       0.004      0.996 3.816061e-03 0.9961839387   2.136822e-02
## 2104       0.004      0.996 8.306193e-03 0.9916938066   2.317480e-02
## 2105       0.906      0.094 5.662388e-01 0.4337612185   2.511455e-01
## 2106       0.000      1.000 7.102376e-03 0.9928976243   3.901471e-02
## 2107       0.928      0.072 7.433422e-01 0.2566578167   6.258211e-01
## 2108       0.002      0.998 5.808689e-03 0.9941913105   1.009896e-02
## 2109       0.004      0.996 2.467242e-03 0.9975327577   4.416161e-02
## 2110       0.000      1.000 8.498211e-03 0.9915017885   1.847885e-02
## 2111       0.000      1.000 2.611537e-02 0.9738846308   4.055304e-03
## 2112       0.004      0.996 9.493235e-04 0.9990506765   1.827618e-02
## 2113       0.034      0.966 9.302380e-03 0.9906976200   2.734214e-03
## 2114       0.768      0.232 8.224445e-02 0.9177555542   3.674407e-01
## 2115       0.014      0.986 1.172354e-02 0.9882764582   6.453233e-02
## 2116       0.000      1.000 1.702245e-03 0.9982977554   8.979254e-02
## 2117       0.006      0.994 5.312673e-04 0.9994687327   2.742806e-03
## 2118       0.804      0.196 4.730748e-01 0.5269252263   3.791904e-01
## 2119       0.000      1.000 4.085582e-03 0.9959144177   1.078898e-02
## 2120       0.766      0.234 1.033399e-01 0.8966601428   1.443249e-01
## 2121       0.742      0.258 3.835489e-01 0.6164510819   8.710810e-02
## 2122       0.000      1.000 4.227276e-04 0.9995772724   1.136113e-02
## 2123       0.000      1.000 2.146201e-03 0.9978537991   3.592013e-03
## 2124       0.002      0.998 3.231231e-03 0.9967687687   1.623221e-03
## 2125       0.004      0.996 4.005426e-03 0.9959945738   6.416171e-03
## 2126       0.000      1.000 3.989471e-03 0.9960105294   4.253446e-03
## 2127       0.962      0.038 4.195228e-01 0.5804772341   3.240990e-01
## 2128       0.016      0.984 6.284762e-03 0.9937152376   6.656789e-04
## 2129       0.006      0.994 3.763577e-02 0.9623642255   9.695285e-03
## 2130       0.002      0.998 2.602083e-02 0.9739791650   2.024323e-02
## 2131       0.000      1.000 3.878854e-02 0.9612114562   8.859197e-02
## 2132       0.004      0.996 5.180456e-02 0.9481954380   1.956868e-02
## 2133       0.000      1.000 4.229404e-03 0.9957705961   1.034331e-02
## 2134       0.022      0.978 3.628272e-02 0.9637172814   1.939315e-02
## 2135       0.062      0.938 3.196415e-03 0.9968035848   7.955246e-03
## 2136       0.002      0.998 1.029899e-01 0.8970101453   5.842033e-02
## 2137       0.002      0.998 8.255298e-03 0.9917447016   4.021292e-02
## 2138       0.004      0.996 5.443458e-03 0.9945565421   1.424169e-03
## 2139       0.072      0.928 4.282416e-01 0.5717583886   1.507440e-01
## 2140       0.014      0.986 6.528179e-02 0.9347182086   1.372793e-02
## 2141       0.002      0.998 4.811792e-03 0.9951882079   3.636021e-03
## 2142       0.004      0.996 1.097749e-01 0.8902250741   1.815632e-02
## 2143       0.002      0.998 2.534956e-02 0.9746504394   1.675420e-02
## 2144       0.002      0.998 2.407846e-02 0.9759215383   9.649067e-02
## 2145       0.018      0.982 9.886336e-04 0.9990113664   1.104442e-02
## 2146       0.004      0.996 9.963410e-02 0.9003659030   2.018793e-01
## 2147       0.010      0.990 1.027672e-04 0.9998972328   7.665487e-03
## 2148       0.020      0.980 3.187092e-04 0.9996812908   3.617276e-03
## 2149       0.690      0.310 7.068590e-01 0.2931409812   4.724140e-01
## 2150       0.004      0.996 1.703556e-02 0.9829644370   3.724040e-02
## 2151       0.000      1.000 1.376018e-03 0.9986239821   4.398581e-03
## 2152       0.988      0.012 8.750107e-01 0.1249893382   6.180128e-01
## 2153       0.000      1.000 2.075764e-03 0.9979242364   3.348441e-02
## 2154       0.028      0.972 1.591232e-01 0.8408768450   8.985131e-03
## 2155       0.000      1.000 2.206642e-02 0.9779335781   9.784361e-02
## 2156       0.002      0.998 4.130389e-05 0.9999586961   1.367624e-04
## 2157       0.000      1.000 6.021249e-03 0.9939787508   2.195166e-03
## 2158       0.002      0.998 8.341040e-04 0.9991658960   2.874291e-04
## 2159       0.002      0.998 1.176342e-02 0.9882365850   4.388112e-02
## 2160       0.916      0.084 7.396466e-01 0.2603534220   4.957457e-01
## 2161       0.000      1.000 3.275554e-02 0.9672444556   3.133201e-02
## 2162       0.682      0.318 4.980147e-02 0.9501985317   3.467640e-02
## 2163       0.038      0.962 9.552191e-03 0.9904478095   5.947258e-03
## 2164       0.004      0.996 1.221199e-02 0.9877880128   2.196414e-02
## 2165       0.002      0.998 3.552318e-03 0.9964476821   7.615794e-03
## 2166       0.932      0.068 9.839928e-01 0.0160072039   9.381044e-01
## 2167       0.004      0.996 1.524763e-04 0.9998475237   6.913210e-04
## 2168       0.008      0.992 1.009847e-02 0.9899015265   8.854771e-02
## 2169       0.010      0.990 1.947789e-01 0.8052210897   7.969856e-02
## 2170       0.002      0.998 2.898312e-02 0.9710168806   3.470638e-02
## 2171       0.000      1.000 4.053168e-03 0.9959468319   1.509684e-02
## 2172       0.000      1.000 4.259881e-02 0.9574011877   1.102993e-01
## 2173       0.038      0.962 1.598123e-02 0.9840187679   1.622181e-02
## 2174       0.002      0.998 4.051551e-02 0.9594844878   6.387880e-02
## 2175       0.962      0.038 8.680886e-01 0.1319113713   9.322228e-01
## 2176       0.002      0.998 1.538555e-02 0.9846144502   2.491618e-03
## 2177       0.004      0.996 1.399684e-01 0.8600315504   6.032712e-02
## 2178       0.006      0.994 2.604938e-02 0.9739506228   2.485437e-02
## 2179       0.006      0.994 3.309812e-01 0.6690188399   7.349700e-02
## 2180       0.000      1.000 3.473498e-02 0.9652650210   6.090366e-02
## 2181       0.012      0.988 5.449777e-03 0.9945502226   2.552268e-03
## 2182       0.008      0.992 1.288475e-02 0.9871152467   1.107973e-03
## 2183       0.000      1.000 3.664571e-03 0.9963354290   1.632766e-03
## 2184       0.012      0.988 2.453606e-02 0.9754639389   1.029348e-02
## 2185       0.006      0.994 2.720855e-02 0.9727914488   2.953440e-02
## 2186       0.000      1.000 2.675367e-03 0.9973246325   1.836198e-02
## 2187       0.840      0.160 5.182691e-01 0.4817309312   7.608980e-01
## 2188       0.034      0.966 1.559571e-02 0.9844042876   8.509210e-03
## 2189       0.000      1.000 1.952948e-02 0.9804705190   2.327325e-02
## 2190       0.004      0.996 2.578030e-02 0.9742196981   6.051501e-03
## 2191       0.002      0.998 1.281366e-02 0.9871863384   2.180613e-03
## 2192       0.034      0.966 2.878186e-02 0.9712181428   9.901809e-03
## 2193       0.012      0.988 3.229227e-03 0.9967707726   1.105360e-02
## 2194       0.892      0.108 4.745965e-01 0.5254034662   5.626206e-01
## 2195       0.010      0.990 1.247637e-01 0.8752362974   6.781112e-02
## 2196       0.000      1.000 4.617032e-04 0.9995382968   2.123905e-03
## 2197       0.002      0.998 1.596154e-02 0.9840384636   1.962974e-02
## 2198       0.062      0.938 3.567806e-03 0.9964321943   6.680486e-02
## 2199       0.964      0.036 9.915254e-01 0.0084745558   9.746746e-01
## 2200       0.000      1.000 1.796004e-04 0.9998203996   1.085530e-03
## 2201       0.968      0.032 5.316262e-01 0.4683738078   5.092726e-01
## 2202       0.002      0.998 2.192809e-03 0.9978071906   8.606427e-03
## 2203       0.110      0.890 5.667457e-02 0.9433254270   1.402583e-01
## 2204       0.940      0.060 6.984827e-01 0.3015172771   3.250195e-02
## 2205       0.012      0.988 4.762226e-01 0.5237773969   4.553402e-02
## 2206       0.686      0.314 5.686940e-01 0.4313060170   2.641939e-01
## 2207       0.002      0.998 1.128086e-01 0.8871914147   8.115837e-03
## 2208       0.710      0.290 1.540980e-01 0.8459019609   2.592589e-02
## 2209       0.000      1.000 8.695073e-04 0.9991304927   9.027464e-02
## 2210       0.002      0.998 5.129509e-02 0.9487049062   1.574516e-01
## 2211       0.000      1.000 4.873017e-04 0.9995126983   3.093963e-03
## 2212       0.000      1.000 1.673044e-03 0.9983269560   3.896380e-03
## 2213       0.000      1.000 7.113568e-03 0.9928864322   1.908368e-02
## 2214       0.000      1.000 4.471234e-03 0.9955287655   2.531797e-02
## 2215       0.000      1.000 5.208723e-03 0.9947912773   3.161991e-03
## 2216       0.010      0.990 2.355604e-02 0.9764439557   8.916533e-03
## 2217       0.000      1.000 3.130568e-02 0.9686943155   5.897253e-02
## 2218       0.982      0.018 9.661979e-01 0.0338021119   8.884974e-01
## 2219       0.004      0.996 1.670513e-01 0.8329487370   9.740927e-02
## 2220       0.022      0.978 2.802145e-02 0.9719785474   2.784445e-02
## 2221       0.004      0.996 8.297584e-02 0.9170241593   1.146248e-02
## 2222       0.028      0.972 1.552831e-02 0.9844716940   2.974149e-02
## 2223       0.000      1.000 5.461593e-03 0.9945384073   1.244411e-02
## 2224       0.000      1.000 1.414715e-02 0.9858528466   9.505459e-03
## 2225       0.016      0.984 5.833483e-03 0.9941665168   5.644422e-02
## 2226       0.004      0.996 1.720933e-03 0.9982790669   2.748245e-03
## 2227       0.002      0.998 3.341330e-03 0.9966586703   1.773425e-02
## 2228       0.902      0.098 6.244043e-01 0.3755956790   2.623636e-01
## 2229       0.648      0.352 5.735787e-01 0.4264212805   8.839150e-01
## 2230       0.014      0.986 2.603370e-02 0.9739663048   1.294364e-02
## 2231       0.000      1.000 4.474514e-04 0.9995525486   6.930607e-04
## 2232       0.008      0.992 1.648045e-04 0.9998351955   1.668537e-04
## 2233       0.000      1.000 2.244166e-03 0.9977558344   3.353547e-03
## 2234       0.008      0.992 1.887123e-04 0.9998112877   2.952221e-03
## 2235       0.610      0.390 2.899770e-01 0.7100230230   2.374708e-01
## 2236       0.000      1.000 1.503326e-03 0.9984966741   7.142072e-03
## 2237       0.008      0.992 8.348910e-03 0.9916510902   3.562835e-02
## 2238       0.064      0.936 2.462480e-02 0.9753751998   1.575826e-02
## 2239       0.988      0.012 8.966104e-01 0.1033895676   7.414724e-01
## 2240       0.712      0.288 7.539111e-02 0.9246088882   3.438808e-02
## 2241       0.952      0.048 7.865778e-01 0.2134222141   6.387690e-01
## 2242       0.002      0.998 4.021227e-03 0.9959787732   2.175346e-02
## 2243       0.000      1.000 9.482445e-04 0.9990517555   5.353764e-04
## 2244       0.816      0.184 6.012270e-01 0.3987729599   5.997706e-01
## 2245       0.000      1.000 7.172261e-04 0.9992827739   6.209135e-04
## 2246       0.000      1.000 1.247297e-04 0.9998752703   5.911283e-04
## 2247       0.056      0.944 9.887222e-04 0.9990112778   6.426050e-03
## 2248       0.000      1.000 1.875017e-03 0.9981249833   3.662231e-03
## 2249       0.028      0.972 2.221334e-02 0.9777866566   1.941788e-02
## 2250       0.002      0.998 8.460321e-03 0.9915396790   7.104199e-03
## 2251       0.088      0.912 1.856659e-03 0.9981433414   2.832588e-02
## 2252       0.000      1.000 3.107996e-03 0.9968920040   6.678213e-03
## 2253       0.000      1.000 5.166405e-03 0.9948335953   3.590787e-03
## 2254       0.000      1.000 1.007193e-02 0.9899280650   3.765593e-02
## 2255       0.000      1.000 1.646475e-04 0.9998353525   1.908487e-03
## 2256       0.000      1.000 1.253355e-02 0.9874664486   1.655183e-03
## 2257       0.004      0.996 3.932246e-03 0.9960677541   5.898118e-03
## 2258       0.644      0.356 8.294073e-01 0.1705927014   8.039494e-01
## 2259       0.020      0.980 1.607332e-01 0.8392668308   9.433799e-02
## 2260       0.942      0.058 7.967093e-01 0.2032907008   4.513183e-01
## 2261       0.054      0.946 5.099622e-03 0.9949003782   8.326046e-02
## 2262       0.000      1.000 1.377172e-03 0.9986228279   2.801546e-04
## 2263       0.002      0.998 9.698185e-03 0.9903018154   6.000972e-04
## 2264       0.004      0.996 3.293724e-03 0.9967062759   9.206854e-04
## 2265       0.036      0.964 2.668348e-02 0.9733165181   6.314044e-02
## 2266       0.944      0.056 8.987339e-01 0.1012661115   8.262597e-01
## 2267       0.000      1.000 3.774926e-03 0.9962250739   5.579575e-03
## 2268       0.008      0.992 4.004237e-03 0.9959957626   1.131039e-02
## 2269       0.000      1.000 7.515992e-02 0.9248400837   8.154622e-02
## 2270       0.000      1.000 2.271243e-04 0.9997728757   2.271255e-03
## 2271       0.000      1.000 2.826195e-02 0.9717380469   1.176998e-02
## 2272       0.000      1.000 1.566644e-04 0.9998433356   3.503841e-03
## 2273       0.010      0.990 2.241138e-02 0.9775886204   1.221157e-02
## 2274       0.000      1.000 4.513604e-02 0.9548639579   1.492216e-02
## 2275       0.000      1.000 3.027836e-03 0.9969721642   2.250387e-03
## 2276       0.970      0.030 9.380714e-01 0.0619286006   8.159736e-01
## 2277       0.000      1.000 4.516569e-03 0.9954834315   6.209472e-03
## 2278       0.006      0.994 2.434844e-02 0.9756515590   7.164184e-03
## 2279       0.018      0.982 1.401337e-01 0.8598662813   9.171127e-02
## 2280       0.000      1.000 1.634127e-03 0.9983658730   2.803737e-03
## 2281       0.000      1.000 4.318187e-03 0.9956818129   4.791566e-03
## 2282       0.032      0.968 1.368758e-02 0.9863124246   2.256692e-02
## 2283       0.000      1.000 2.197975e-04 0.9997802025   1.067132e-04
## 2284       0.950      0.050 9.689145e-01 0.0310854745   8.558323e-01
## 2285       0.006      0.994 2.572163e-01 0.7427836630   1.334789e-01
## 2286       0.006      0.994 2.417581e-02 0.9758241932   1.328945e-03
## 2287       0.002      0.998 2.648899e-03 0.9973511014   4.091257e-03
## 2288       0.000      1.000 2.139168e-02 0.9786083183   2.294711e-02
## 2289       0.000      1.000 3.252539e-03 0.9967474606   4.290117e-04
## 2290       0.002      0.998 1.248271e-02 0.9875172857   5.939012e-03
## 2291       0.002      0.998 5.554643e-02 0.9444535710   7.606018e-02
## 2292       0.000      1.000 3.351315e-03 0.9966486850   2.540753e-03
## 2293       0.004      0.996 3.738656e-03 0.9962613440   1.715590e-03
## 2294       0.000      1.000 5.645346e-03 0.9943546536   3.487085e-03
## 2295       0.048      0.952 2.934030e-02 0.9706597000   1.534958e-03
## 2296       0.008      0.992 7.554310e-02 0.9244568994   6.342618e-02
## 2297       0.018      0.982 2.108060e-01 0.7891940440   3.477440e-02
## 2298       0.164      0.836 5.018059e-01 0.4981941403   3.455259e-01
## 2299       0.002      0.998 6.166645e-03 0.9938333545   9.133173e-03
## 2300       0.002      0.998 3.430521e-02 0.9656947909   7.520473e-03
## 2301       0.000      1.000 2.112069e-03 0.9978879309   5.589057e-04
## 2302       0.000      1.000 4.009809e-02 0.9599019056   2.691350e-02
## 2303       0.004      0.996 6.463727e-03 0.9935362726   3.568220e-04
## 2304       0.062      0.938 5.402237e-03 0.9945977629   2.939459e-02
## 2305       0.000      1.000 1.525192e-02 0.9847480831   1.902362e-02
## 2306       0.002      0.998 1.830331e-03 0.9981696685   4.993461e-03
## 2307       0.006      0.994 5.451364e-03 0.9945486359   4.703995e-02
## 2308       0.002      0.998 4.837208e-02 0.9516279237   1.063620e-01
## 2309       0.000      1.000 1.164479e-02 0.9883552057   3.895668e-03
## 2310       0.000      1.000 9.212593e-05 0.9999078741   3.243767e-03
## 2311       0.000      1.000 2.123818e-03 0.9978761825   6.024123e-03
## 2312       0.012      0.988 4.602329e-01 0.5397671038   6.786085e-02
## 2313       0.000      1.000 1.868838e-03 0.9981311617   3.728031e-03
## 2314       0.000      1.000 3.105794e-04 0.9996894206   1.674458e-03
## 2315       0.000      1.000 8.097742e-03 0.9919022576   1.352357e-02
## 2316       0.000      1.000 8.733587e-04 0.9991266413   3.155914e-03
## 2317       0.000      1.000 7.451960e-03 0.9925480396   2.232244e-04
## 2318       0.810      0.190 2.975711e-01 0.7024289041   1.981510e-01
## 2319       0.020      0.980 4.926599e-03 0.9950734015   1.262413e-02
## 2320       0.982      0.018 9.679295e-01 0.0320704539   8.805417e-01
## 2321       0.026      0.974 1.721873e-03 0.9982781275   6.447971e-03
## 2322       0.002      0.998 7.109163e-03 0.9928908367   5.836576e-03
## 2323       0.012      0.988 3.408246e-03 0.9965917539   1.240930e-03
## 2324       0.000      1.000 8.809974e-03 0.9911900257   1.251919e-02
## 2325       0.000      1.000 8.336468e-03 0.9916635322   2.547412e-03
## 2326       0.002      0.998 4.300998e-03 0.9956990018   3.628621e-03
## 2327       0.004      0.996 4.144719e-02 0.9585528135   2.964297e-01
## 2328       0.550      0.450 1.312715e-01 0.8687284891   4.700889e-01
## 2329       0.000      1.000 1.830758e-03 0.9981692423   9.732659e-03
## 2330       0.060      0.940 3.696146e-01 0.6303854359   1.062799e-01
## 2331       0.008      0.992 4.466772e-04 0.9995533228   1.329173e-02
## 2332       0.000      1.000 3.416058e-04 0.9996583942   4.892019e-03
## 2333       0.012      0.988 3.095853e-03 0.9969041472   6.779313e-03
## 2334       0.968      0.032 9.513704e-01 0.0486296044   3.879422e-01
## 2335       0.002      0.998 2.078741e-02 0.9792125877   3.065754e-02
## 2336       0.162      0.838 2.717659e-03 0.9972823410   3.014388e-02
## 2337       0.862      0.138 9.692077e-01 0.0307923495   9.026254e-01
## 2338       0.002      0.998 5.781788e-04 0.9994218212   1.982258e-02
## 2339       0.000      1.000 6.612408e-05 0.9999338759   2.391087e-03
## 2340       0.022      0.978 1.213981e-02 0.9878601912   6.226248e-03
## 2341       0.002      0.998 1.100624e-02 0.9889937578   2.461452e-02
## 2342       0.012      0.988 2.866772e-02 0.9713322757   1.703026e-02
## 2343       0.002      0.998 7.740585e-03 0.9922594150   1.858378e-03
## 2344       0.000      1.000 1.251268e-03 0.9987487322   2.046382e-02
## 2345       0.002      0.998 5.649425e-05 0.9999435058   1.993187e-03
## 2346       0.020      0.980 5.633133e-04 0.9994366867   2.770965e-04
## 2347       0.010      0.990 4.698226e-02 0.9530177397   3.057658e-02
## 2348       0.008      0.992 3.951405e-03 0.9960485948   2.958250e-02
## 2349       0.006      0.994 1.366936e-01 0.8633063951   1.980287e-01
## 2350       0.970      0.030 9.685561e-01 0.0314438866   9.482772e-01
## 2351       0.048      0.952 1.704229e-01 0.8295770608   4.566506e-03
## 2352       0.000      1.000 2.097203e-03 0.9979027973   1.774001e-03
## 2353       0.010      0.990 1.272977e-02 0.9872702255   6.174729e-02
## 2354       0.002      0.998 2.856164e-02 0.9714383626   5.724419e-02
## 2355       0.012      0.988 8.567061e-04 0.9991432939   8.003671e-03
## 2356       0.976      0.024 9.983668e-01 0.0016331716   9.354777e-01
## 2357       0.000      1.000 2.312267e-03 0.9976877335   4.754347e-03
## 2358       0.000      1.000 5.599810e-03 0.9944001904   4.162574e-03
## 2359       0.000      1.000 2.153526e-02 0.9784647418   1.713817e-02
## 2360       0.034      0.966 6.218539e-03 0.9937814605   1.911294e-02
## 2361       0.000      1.000 2.141478e-04 0.9997858522   2.736155e-03
## 2362       0.030      0.970 1.731161e-01 0.8268839235   8.100458e-02
## 2363       0.962      0.038 8.796097e-01 0.1203902661   7.257460e-01
## 2364       0.938      0.062 9.544473e-01 0.0455526589   6.818851e-01
## 2365       0.002      0.998 5.227855e-03 0.9947721453   3.052267e-02
## 2366       0.000      1.000 4.783101e-03 0.9952168988   6.216777e-03
## 2367       0.000      1.000 7.532889e-03 0.9924671113   5.121064e-02
## 2368       0.008      0.992 1.496894e-01 0.8503105641   1.890612e-01
## 2369       0.010      0.990 5.627743e-03 0.9943722572   5.117079e-02
## 2370       0.086      0.914 1.270251e-02 0.9872974943   2.877382e-01
## 2371       0.012      0.988 1.064060e-03 0.9989359401   4.994089e-03
## 2372       0.954      0.046 9.517520e-01 0.0482479725   7.838173e-01
## 2373       0.970      0.030 8.590554e-01 0.1409446016   7.339746e-01
## 2374       0.022      0.978 1.247458e-01 0.8752541848   7.441871e-02
## 2375       0.002      0.998 1.896470e-03 0.9981035305   1.203785e-02
## 2376       0.042      0.958 7.462171e-03 0.9925378287   3.938507e-02
## 2377       0.002      0.998 7.366599e-03 0.9926334012   5.173541e-02
## 2378       0.964      0.036 9.797664e-01 0.0202336076   9.540546e-01
## 2379       0.000      1.000 6.557080e-04 0.9993442920   3.161164e-02
## 2380       0.022      0.978 1.703355e-02 0.9829664497   5.024210e-03
## 2381       0.000      1.000 1.747763e-04 0.9998252237   2.978758e-03
## 2382       0.000      1.000 4.507003e-05 0.9999549300   4.421980e-03
## 2383       0.002      0.998 3.330874e-04 0.9996669126   9.594369e-03
## 2384       0.006      0.994 2.995219e-02 0.9700478070   9.075481e-03
## 2385       0.002      0.998 4.324758e-03 0.9956752421   1.059516e-02
## 2386       0.866      0.134 8.517816e-01 0.1482184387   4.068107e-01
## 2387       0.036      0.964 4.976266e-02 0.9502373361   1.353488e-01
## 2388       0.006      0.994 9.823118e-02 0.9017688175   1.451420e-02
## 2389       0.002      0.998 1.172916e-03 0.9988270837   6.869641e-03
## 2390       0.000      1.000 3.161578e-04 0.9996838422   5.035313e-03
## 2391       0.012      0.988 4.261103e-03 0.9957388973   5.157393e-03
## 2392       0.806      0.194 3.500844e-01 0.6499155735   3.158817e-01
## 2393       0.006      0.994 2.889341e-02 0.9711065850   3.432728e-02
## 2394       0.006      0.994 5.969867e-02 0.9403013256   8.432192e-03
## 2395       0.000      1.000 2.699677e-03 0.9973003231   3.832633e-02
## 2396       0.046      0.954 2.294135e-03 0.9977058648   4.385463e-02
## 2397       0.960      0.040 7.928522e-01 0.2071478022   5.232936e-01
## 2398       0.140      0.860 8.091360e-01 0.1908640287   5.517855e-01
## 2399       0.060      0.940 1.746360e-01 0.8253639506   1.209291e-01
## 2400       0.000      1.000 1.636747e-03 0.9983632527   7.283977e-03
## 2401       0.040      0.960 5.269976e-04 0.9994730024   7.158714e-03
## 2402       0.006      0.994 1.546646e-01 0.8453354403   1.530927e-01
## 2403       0.992      0.008 9.946096e-01 0.0053904228   9.342403e-01
## 2404       0.014      0.986 4.648952e-05 0.9999535105   3.654300e-03
## 2405       0.000      1.000 4.357921e-03 0.9956420794   2.322203e-02
## 2406       0.000      1.000 5.655055e-04 0.9994344945   1.598391e-02
## 2407       0.008      0.992 2.233327e-03 0.9977666727   1.283480e-02
## 2408       0.016      0.984 6.654674e-04 0.9993345326   2.857792e-02
## 2409       0.786      0.214 9.490428e-01 0.0509571524   8.482795e-01
## 2410       0.970      0.030 9.450851e-01 0.0549148508   7.438599e-01
## 2411       0.096      0.904 2.156929e-04 0.9997843071   2.037752e-03
## 2412       0.006      0.994 1.505809e-03 0.9984941913   9.637389e-03
## 2413       0.008      0.992 1.989056e-02 0.9801094388   1.295855e-01
## 2414       0.000      1.000 1.856911e-03 0.9981430887   1.288752e-02
## 2415       0.000      1.000 7.211484e-04 0.9992788516   8.798755e-03
## 2416       0.960      0.040 8.725815e-01 0.1274184637   5.939278e-01
## 2417       0.912      0.088 9.764064e-01 0.0235936393   7.326807e-01
## 2418       0.922      0.078 9.907955e-01 0.0092044528   9.309219e-01
## 2419       0.008      0.992 1.241539e-04 0.9998758461   6.533528e-04
## 2420       0.012      0.988 4.477078e-03 0.9955229216   3.576340e-02
## 2421       0.000      1.000 6.605881e-04 0.9993394119   1.199917e-02
## 2422       0.484      0.516 7.880656e-01 0.2119343611   8.480555e-01
## 2423       0.002      0.998 1.274514e-02 0.9872548642   6.522148e-02
## 2424       0.014      0.986 1.937020e-01 0.8062980189   1.193868e-02
## 2425       0.770      0.230 9.324101e-01 0.0675898643   2.272040e-01
## 2426       0.000      1.000 5.084136e-04 0.9994915864   2.746120e-03
## 2427       0.002      0.998 4.333345e-03 0.9956666546   2.198003e-02
## 2428       0.002      0.998 4.260839e-04 0.9995739161   3.928290e-03
## 2429       0.000      1.000 1.358366e-02 0.9864163380   5.361592e-03
## 2430       0.004      0.996 4.926376e-03 0.9950736244   2.604562e-02
## 2431       0.964      0.036 8.309675e-01 0.1690325013   3.270695e-01
## 2432       0.000      1.000 2.182709e-03 0.9978172912   3.598345e-03
## 2433       0.986      0.014 8.807280e-01 0.1192720150   8.538878e-01
## 2434       0.012      0.988 1.777368e-02 0.9822263236   4.988453e-03
## 2435       0.004      0.996 1.321527e-01 0.8678473053   9.616185e-02
## 2436       0.006      0.994 2.996880e-04 0.9997003120   1.475550e-02
## 2437       0.004      0.996 7.627565e-03 0.9923724355   8.486236e-03
## 2438       0.014      0.986 5.621400e-03 0.9943785998   2.869049e-02
## 2439       0.024      0.976 1.620866e-02 0.9837913440   2.325326e-02
## 2440       0.036      0.964 1.940213e-01 0.8059786841   1.771323e-01
## 2441       0.136      0.864 1.434824e-01 0.8565176158   6.067021e-02
## 2442       0.002      0.998 7.014978e-04 0.9992985022   3.468955e-03
## 2443       0.022      0.978 8.065453e-01 0.1934547281   6.675661e-01
## 2444       0.014      0.986 1.064237e-01 0.8935762717   3.721679e-02
## 2445       0.000      1.000 4.218454e-02 0.9578154553   3.698111e-02
## 2446       0.000      1.000 3.346162e-02 0.9665383837   6.252652e-02
## 2447       0.896      0.104 2.625975e-01 0.7374024976   2.057341e-01
## 2448       0.000      1.000 1.856156e-03 0.9981438439   4.155991e-03
## 2449       0.000      1.000 3.595496e-04 0.9996404504   1.824898e-02
## 2450       0.912      0.088 8.055452e-01 0.1944547712   3.499662e-01
## 2451       0.010      0.990 1.065456e-01 0.8934544361   1.782316e-02
## 2452       0.010      0.990 2.846824e-02 0.9715317572   2.065103e-02
## 2453       0.016      0.984 1.148997e-03 0.9988510031   1.104675e-02
## 2454       1.000      0.000 9.875942e-01 0.0124057921   8.710723e-01
## 2455       0.946      0.054 4.017807e-01 0.5982192881   4.593547e-01
## 2456       0.002      0.998 2.950640e-03 0.9970493596   3.158157e-03
## 2457       0.008      0.992 7.738741e-03 0.9922612593   8.525223e-03
## 2458       0.062      0.938 2.655358e-02 0.9734464224   8.063126e-02
## 2459       0.984      0.016 9.931270e-01 0.0068729513   9.860783e-01
## 2460       0.946      0.054 9.975104e-01 0.0024896456   9.093955e-01
## 2461       0.002      0.998 7.975045e-03 0.9920249551   5.511747e-03
## 2462       0.686      0.314 5.255293e-03 0.9947447070   2.751349e-01
## 2463       0.000      1.000 1.546571e-03 0.9984534285   8.033101e-03
## 2464       0.010      0.990 1.846200e-02 0.9815380014   1.276144e-02
## 2465       0.950      0.050 9.532426e-01 0.0467573648   7.751942e-01
## 2466       0.008      0.992 1.345349e-02 0.9865465108   2.593575e-02
## 2467       0.010      0.990 6.508716e-02 0.9349128426   8.692615e-02
## 2468       0.000      1.000 1.160250e-02 0.9883974979   4.337460e-02
## 2469       0.008      0.992 7.372985e-04 0.9992627015   8.371474e-03
## 2470       0.976      0.024 9.455577e-01 0.0544423066   8.863443e-01
## 2471       0.014      0.986 5.767176e-02 0.9423282411   6.410805e-02
## 2472       0.054      0.946 1.325947e-01 0.8674053137   1.570301e-01
## 2473       0.014      0.986 3.825427e-04 0.9996174573   8.384756e-03
## 2474       0.006      0.994 2.276623e-03 0.9977233766   3.475174e-03
## 2475       0.990      0.010 9.465853e-01 0.0534147369   8.313495e-01
## 2476       0.064      0.936 1.107481e-01 0.8892519254   1.169508e-01
## 2477       0.002      0.998 3.064469e-03 0.9969355313   7.110986e-03
## 2478       0.004      0.996 2.750617e-02 0.9724938250   1.631661e-02
## 2479       0.046      0.954 4.978503e-02 0.9502149658   1.356563e-01
## 2480       0.006      0.994 7.474654e-03 0.9925253459   2.010347e-02
## 2481       0.024      0.976 1.876300e-04 0.9998123700   3.723938e-03
## 2482       0.022      0.978 5.369063e-03 0.9946309366   1.836442e-02
## 2483       0.002      0.998 6.125689e-03 0.9938743105   1.962788e-02
## 2484       0.000      1.000 4.989966e-03 0.9950100342   1.848341e-02
## 2485       0.006      0.994 8.530678e-04 0.9991469322   1.574703e-02
## 2486       0.006      0.994 1.272545e-04 0.9998727455   3.576450e-03
## 2487       0.000      1.000 2.765169e-02 0.9723483114   3.932117e-02
## 2488       0.950      0.050 9.436660e-01 0.0563339723   6.800005e-01
## 2489       0.000      1.000 3.764279e-04 0.9996235721   3.237100e-03
## 2490       0.000      1.000 1.525969e-02 0.9847403116   6.872259e-03
## 2491       0.020      0.980 4.144820e-04 0.9995855180   4.181417e-03
## 2492       0.006      0.994 1.872035e-03 0.9981279652   2.304687e-02
## 2493       0.000      1.000 2.926576e-05 0.9999707342   5.624420e-03
## 2494       0.008      0.992 3.784320e-01 0.6215680070   1.449697e-01
## 2495       0.006      0.994 1.085517e-02 0.9891448250   1.467201e-02
## 2496       0.028      0.972 2.395624e-02 0.9760437613   2.249923e-02
## 2497       0.000      1.000 1.539392e-03 0.9984606079   1.131445e-03
## 2498       0.008      0.992 1.553517e-02 0.9844648293   1.489011e-02
## 2499       0.952      0.048 5.522202e-01 0.4477798207   2.824671e-01
## 2500       0.006      0.994 1.568235e-02 0.9843176484   1.837910e-02
## 2501       0.006      0.994 6.003642e-03 0.9939963581   3.381612e-03
## 2502       0.014      0.986 2.406237e-03 0.9975937627   5.892666e-02
## 2503       0.202      0.798 8.910852e-01 0.1089147839   5.303425e-01
## 2504       0.760      0.240 1.283962e-01 0.8716038074   3.912074e-01
## 2505       0.004      0.996 1.807211e-03 0.9981927892   1.131417e-03
## 2506       0.004      0.996 3.807517e-04 0.9996192483   2.175771e-03
## 2507       0.012      0.988 2.878575e-02 0.9712142487   6.930605e-02
## 2508       0.000      1.000 1.004280e-02 0.9899572040   1.943876e-02
## 2509       0.888      0.112 9.702428e-01 0.0297571819   7.606721e-01
## 2510       0.016      0.984 1.096623e-02 0.9890337727   1.102724e-02
## 2511       0.012      0.988 7.835830e-03 0.9921641700   3.216230e-02
## 2512       0.004      0.996 1.229354e-02 0.9877064635   1.996120e-02
## 2513       0.000      1.000 1.339183e-04 0.9998660817   1.443733e-03
## 2514       0.928      0.072 9.181192e-01 0.0818807731   7.819139e-01
## 2515       0.966      0.034 9.333756e-01 0.0666243547   9.153148e-01
## 2516       0.992      0.008 9.446545e-01 0.0553455437   9.167985e-01
## 2517       0.026      0.974 3.266988e-02 0.9673301158   8.004234e-02
## 2518       0.006      0.994 4.082099e-03 0.9959179007   2.093130e-03
## 2519       0.952      0.048 9.470064e-01 0.0529936122   7.878489e-01
## 2520       0.004      0.996 8.752302e-04 0.9991247698   7.200620e-03
## 2521       0.000      1.000 6.479218e-03 0.9935207819   6.311557e-03
## 2522       0.036      0.964 6.983338e-01 0.3016662223   3.219775e-01
## 2523       0.006      0.994 1.338860e-03 0.9986611403   2.938743e-02
## 2524       0.934      0.066 4.761989e-01 0.5238011465   2.315125e-01
## 2525       0.002      0.998 7.652223e-04 0.9992347777   6.853952e-03
## 2526       0.190      0.810 3.973926e-01 0.6026074227   1.159057e-02
## 2527       0.002      0.998 7.535643e-02 0.9246435661   8.216353e-02
## 2528       0.984      0.016 8.783195e-01 0.1216805401   7.847488e-01
## 2529       0.004      0.996 4.233198e-03 0.9957668019   1.119541e-02
## 2530       0.010      0.990 2.607639e-03 0.9973923612   5.368673e-03
## 2531       0.004      0.996 5.320157e-02 0.9467984321   1.529665e-01
## 2532       0.948      0.052 9.411134e-01 0.0588865921   4.855852e-01
## 2533       0.026      0.974 1.197021e-01 0.8802978868   1.219523e-02
## 2534       0.000      1.000 1.021760e-01 0.8978239864   6.080105e-02
## 2535       0.054      0.946 1.595845e-01 0.8404155364   1.672203e-01
## 2536       0.000      1.000 3.257138e-04 0.9996742862   7.780385e-03
## 2537       0.920      0.080 9.425773e-01 0.0574227432   8.172024e-01
## 2538       0.000      1.000 6.076296e-03 0.9939237042   4.122443e-02
## 2539       0.006      0.994 3.142164e-02 0.9685783555   8.079646e-02
## 2540       0.018      0.982 3.009020e-02 0.9699098016   3.932897e-02
## 2541       0.006      0.994 3.057358e-03 0.9969426422   1.093464e-02
## 2542       0.000      1.000 1.862083e-03 0.9981379169   1.458817e-02
## 2543       0.012      0.988 5.169135e-03 0.9948308651   4.107491e-03
## 2544       0.010      0.990 5.607326e-03 0.9943926740   4.242788e-02
## 2545       0.002      0.998 3.766204e-02 0.9623379621   6.210873e-02
## 2546       0.000      1.000 3.595516e-04 0.9996404484   4.701213e-03
## 2547       0.004      0.996 3.699329e-03 0.9963006707   3.522938e-03
## 2548       0.012      0.988 2.171943e-02 0.9782805721   6.017740e-02
## 2549       0.000      1.000 4.784816e-02 0.9521518358   8.368879e-02
## 2550       0.012      0.988 9.235218e-04 0.9990764782   1.867442e-02
## 2551       0.000      1.000 1.842774e-02 0.9815722626   3.802310e-02
## 2552       0.000      1.000 1.187319e-04 0.9998812681   7.630706e-03
## 2553       0.026      0.974 2.173815e-02 0.9782618450   5.648507e-02
## 2554       0.054      0.946 2.477111e-01 0.7522888558   2.548143e-01
## 2555       0.002      0.998 1.244348e-03 0.9987556521   8.089354e-03
## 2556       0.320      0.680 7.845585e-01 0.2154414813   1.343507e-01
## 2557       0.004      0.996 1.061419e-02 0.9893858137   2.355062e-02
## 2558       0.006      0.994 2.014662e-04 0.9997985338   1.131890e-01
## 2559       0.008      0.992 1.477642e-03 0.9985223580   2.285716e-03
## 2560       0.000      1.000 2.843877e-03 0.9971561228   7.239042e-03
## 2561       0.002      0.998 9.534892e-03 0.9904651077   5.450409e-02
## 2562       0.056      0.944 1.988203e-01 0.8011796658   5.233478e-01
## 2563       0.000      1.000 1.342261e-03 0.9986577394   1.224419e-02
## 2564       0.002      0.998 1.578777e-03 0.9984212235   3.530581e-02
## 2565       0.006      0.994 1.189433e-02 0.9881056705   5.534552e-02
## 2566       0.064      0.936 1.095429e-02 0.9890457112   1.083357e-01
## 2567       0.004      0.996 5.367596e-05 0.9999463240   3.552102e-03
## 2568       0.764      0.236 1.167508e-01 0.8832491540   5.034917e-02
## 2569       0.816      0.184 8.028072e-01 0.1971928065   8.058668e-01
## 2570       0.008      0.992 3.293938e-03 0.9967060618   3.008380e-03
## 2571       0.008      0.992 3.691212e-02 0.9630878774   6.545382e-02
## 2572       0.876      0.124 8.264770e-01 0.1735229781   4.715972e-01
## 2573       0.000      1.000 4.546015e-03 0.9954539849   3.605342e-03
## 2574       0.934      0.066 8.647655e-01 0.1352344865   7.789296e-01
## 2575       0.918      0.082 5.836843e-01 0.4163156694   4.533495e-01
## 2576       0.798      0.202 1.575786e-01 0.8424214154   1.226586e-02
## 2577       0.682      0.318 2.512345e-01 0.7487655224   4.384959e-02
## 2578       0.924      0.076 9.998968e-01 0.0001032354   9.926811e-01
## 2579       0.002      0.998 7.235770e-02 0.9276422958   1.372857e-02
## 2580       0.008      0.992 1.041432e-02 0.9895856751   3.402893e-02
## 2581       0.016      0.984 5.643562e-03 0.9943564381   4.806477e-03
## 2582       0.024      0.976 4.214470e-03 0.9957855304   4.468614e-03
## 2583       0.012      0.988 1.596671e-02 0.9840332889   1.669961e-02
## 2584       0.010      0.990 2.032693e-02 0.9796730711   1.950987e-01
## 2585       0.096      0.904 1.433425e-02 0.9856657456   8.389088e-02
## 2586       0.006      0.994 8.818156e-03 0.9911818439   4.878258e-02
## 2587       0.004      0.996 2.713178e-03 0.9972868216   2.257236e-02
## 2588       0.012      0.988 1.131530e-02 0.9886846994   4.081053e-03
## 2589       0.022      0.978 1.286760e-02 0.9871323992   3.303542e-02
## 2590       0.002      0.998 1.415696e-04 0.9998584304   4.452824e-03
## 2591       0.034      0.966 7.360623e-04 0.9992639377   1.527421e-02
## 2592       0.158      0.842 3.227544e-02 0.9677245642   2.284150e-02
## 2593       0.026      0.974 1.845119e-02 0.9815488056   2.532685e-03
## 2594       0.020      0.980 1.820424e-02 0.9817957579   7.975655e-03
## 2595       0.006      0.994 2.107675e-04 0.9997892325   7.738910e-02
## 2596       0.066      0.934 4.096342e-02 0.9590365757   7.592931e-03
## 2597       0.004      0.996 1.919620e-04 0.9998080380   5.936741e-03
## 2598       0.032      0.968 5.935953e-02 0.9406404745   3.668000e-02
## 2599       0.010      0.990 1.541375e-04 0.9998458625   1.154284e-02
## 2600       0.006      0.994 5.259228e-02 0.9474077248   5.085036e-03
## 2601       0.886      0.114 9.557040e-01 0.0442960280   6.470655e-01
## 2602       0.006      0.994 8.024521e-02 0.9197547934   4.735221e-02
## 2603       0.000      1.000 4.802671e-04 0.9995197329   1.479758e-02
## 2604       0.010      0.990 1.604129e-03 0.9983958709   5.978715e-03
## 2605       0.834      0.166 9.459581e-01 0.0540419309   5.330159e-01
## 2606       0.020      0.980 1.230100e-01 0.8769900365   2.064859e-01
## 2607       0.006      0.994 1.136655e-03 0.9988633453   1.026157e-02
## 2608       0.002      0.998 8.915428e-05 0.9999108457   3.503083e-02
## 2609       0.020      0.980 9.614913e-03 0.9903850872   7.190294e-02
## 2610       0.000      1.000 4.960298e-03 0.9950397019   8.874971e-03
## 2611       0.012      0.988 9.993459e-03 0.9900065412   2.968998e-02
## 2612       0.002      0.998 5.413465e-05 0.9999458653   7.216752e-03
## 2613       0.006      0.994 1.504100e-03 0.9984958996   4.467695e-03
## 2614       0.014      0.986 2.577137e-04 0.9997422863   2.478435e-02
## 2615       0.040      0.960 8.269358e-02 0.9173064231   3.588808e-02
## 2616       0.838      0.162 8.857647e-01 0.1142353164   4.740279e-02
## 2617       0.012      0.988 3.503785e-03 0.9964962150   2.844188e-02
## 2618       0.002      0.998 2.132409e-03 0.9978675914   4.858860e-02
## 2619       0.124      0.876 1.440040e-02 0.9855995968   6.356218e-02
## 2620       0.000      1.000 4.545329e-04 0.9995454671   1.354457e-02
## 2621       0.494      0.506 9.665343e-01 0.0334657350   7.469183e-01
## 2622       0.072      0.928 2.818506e-02 0.9718149378   7.992294e-02
## 2623       0.274      0.726 6.776170e-01 0.3223830427   7.490008e-02
## 2624       0.276      0.724 9.364680e-03 0.9906353197   1.756831e-02
## 2625       0.004      0.996 1.192242e-03 0.9988077577   3.024120e-02
## 2626       0.008      0.992 7.560697e-04 0.9992439303   1.772298e-02
## 2627       0.538      0.462 4.813828e-01 0.5186171692   2.220340e-01
## 2628       0.072      0.928 3.527768e-03 0.9964722320   1.224486e-01
## 2629       0.012      0.988 1.130583e-03 0.9988694173   5.770765e-02
## 2630       0.840      0.160 6.594502e-01 0.3405497850   2.922979e-01
## 2631       0.034      0.966 4.351295e-03 0.9956487055   2.266691e-02
## 2632       0.042      0.958 6.212092e-02 0.9378790821   5.642486e-02
## 2633       0.002      0.998 1.994684e-02 0.9800531607   2.694670e-02
## 2634       0.010      0.990 3.242519e-04 0.9996757481   7.815660e-03
## 2635       0.042      0.958 2.114942e-01 0.7885057708   1.844384e-02
## 2636       0.916      0.084 8.071055e-01 0.1928944835   7.968549e-01
## 2637       0.014      0.986 3.392187e-02 0.9660781276   1.697812e-01
## 2638       0.012      0.988 7.071946e-04 0.9992928054   4.408509e-03
## 2639       0.012      0.988 1.152539e-01 0.8847461322   1.404358e-02
## 2640       0.048      0.952 8.213209e-04 0.9991786791   7.798945e-03
## 2641       0.258      0.742 6.140574e-04 0.9993859426   1.196413e-01
## 2642       0.024      0.976 6.026122e-02 0.9397387816   2.502302e-01
## 2643       0.036      0.964 4.026913e-02 0.9597308730   2.152909e-01
## 2644       0.012      0.988 1.086111e-02 0.9891388905   1.743998e-02
## 2645       0.004      0.996 5.722673e-04 0.9994277327   8.154214e-03
## 2646       0.006      0.994 6.132947e-03 0.9938670528   9.855252e-03
## 2647       0.906      0.094 8.917383e-01 0.1082617071   3.006059e-01
## 2648       0.792      0.208 6.398300e-01 0.3601699935   1.142612e-01
## 2649       0.004      0.996 3.056828e-04 0.9996943172   7.418987e-03
## 2650       0.002      0.998 1.024398e-04 0.9998975602   8.539624e-03
## 2651       0.002      0.998 6.979521e-05 0.9999302048   2.039882e-03
## 2652       0.392      0.608 7.775974e-01 0.2224025716   4.040044e-01
## 2653       0.002      0.998 2.385003e-03 0.9976149967   5.436263e-03
## 2654       0.000      1.000 3.407777e-04 0.9996592223   3.975958e-03
## 2655       0.046      0.954 4.261299e-03 0.9957387014   6.678113e-03
## 2656       0.010      0.990 4.414927e-03 0.9955850731   1.021166e-01
## 2657       0.696      0.304 4.146914e-01 0.5853086115   8.945257e-02
## 2658       0.030      0.970 3.176960e-03 0.9968230403   2.434715e-02
## 2659       0.014      0.986 9.138192e-03 0.9908618078   7.271223e-02
## 2660       0.866      0.134 9.376308e-01 0.0623691733   6.237511e-01
## 2661       0.006      0.994 7.723677e-03 0.9922763228   3.626778e-02
## 2662       0.018      0.982 6.886084e-03 0.9931139163   3.474879e-03
## 2663       0.624      0.376 9.642387e-01 0.0357612521   3.454356e-01
## 2664       0.858      0.142 8.046098e-01 0.1953902431   5.051713e-01
## 2665       0.000      1.000 1.770883e-04 0.9998229117   4.429183e-03
## 2666       0.000      1.000 5.687288e-04 0.9994312712   6.274600e-02
## 2667       0.022      0.978 3.603826e-02 0.9639617429   3.991643e-02
## 2668       0.004      0.996 1.198024e-03 0.9988019761   4.485548e-02
## 2669       0.002      0.998 8.636968e-05 0.9999136303   1.065189e-02
## 2670       0.008      0.992 3.456541e-03 0.9965434585   4.774858e-02
## 2671       0.000      1.000 9.859580e-03 0.9901404201   2.251044e-02
## 2672       0.002      0.998 1.599459e-04 0.9998400541   2.116590e-02
## 2673       0.006      0.994 2.193028e-02 0.9780697164   8.386438e-03
## 2674       0.004      0.996 4.109006e-03 0.9958909944   1.606949e-02
## 2675       0.024      0.976 1.184585e-03 0.9988154149   4.085906e-02
## 2676       0.008      0.992 1.729149e-03 0.9982708506   1.816693e-02
## 2677       0.006      0.994 2.489360e-02 0.9751064021   1.863637e-02
## 2678       0.018      0.982 8.143280e-05 0.9999185672   1.436512e-02
## 2679       0.022      0.978 3.258210e-02 0.9674178976   8.969961e-03
## 2680       0.002      0.998 1.686113e-02 0.9831388655   2.411293e-02
## 2681       0.708      0.292 2.438155e-01 0.7561844682   4.412042e-01
## 2682       0.014      0.986 8.091140e-06 0.9999919089   3.989427e-04
## 2683       0.042      0.958 7.085566e-04 0.9992914434   8.367104e-03
## 2684       0.014      0.986 6.320946e-02 0.9367905368   6.952302e-02
## 2685       0.018      0.982 3.512346e-03 0.9964876538   4.658249e-02
## 2686       0.000      1.000 3.042605e-04 0.9996957395   6.471287e-03
## 2687       0.030      0.970 3.880459e-04 0.9996119541   1.898111e-01
## 2688       0.000      1.000 3.767608e-03 0.9962323920   3.682322e-03
## 2689       0.044      0.956 1.360211e-01 0.8639788680   3.128837e-02
## 2690       0.002      0.998 3.334251e-03 0.9966657491   1.506927e-02
## 2691       0.936      0.064 9.729795e-01 0.0270205116   8.757288e-01
## 2692       0.026      0.974 1.178433e-02 0.9882156696   9.304595e-03
## 2693       0.012      0.988 2.160726e-04 0.9997839274   3.387916e-02
## 2694       0.946      0.054 9.415028e-01 0.0584971889   8.940685e-01
## 2695       0.024      0.976 1.020283e-02 0.9897971706   2.047524e-02
## 2696       0.004      0.996 2.512393e-05 0.9999748761   2.897529e-03
## 2697       0.040      0.960 3.528186e-02 0.9647181392   2.703738e-01
## 2698       0.004      0.996 1.186557e-03 0.9988134428   2.006368e-02
## 2699       0.772      0.228 2.417863e-02 0.9758213652   2.187173e-01
## 2700       0.006      0.994 4.118110e-04 0.9995881890   4.259255e-02
## 2701       0.012      0.988 3.785138e-03 0.9962148623   2.590256e-02
## 2702       0.000      1.000 1.166360e-03 0.9988336403   2.846006e-02
## 2703       0.004      0.996 1.045667e-02 0.9895433266   5.309220e-02
## 2704       0.094      0.906 2.799662e-04 0.9997200338   3.092215e-02
## 2705       0.022      0.978 2.251331e-05 0.9999774867   9.703444e-04
## 2706       0.006      0.994 6.971115e-04 0.9993028885   1.275857e-02
## 2707       0.010      0.990 5.236718e-04 0.9994763282   3.647245e-03
## 2708       0.008      0.992 6.077924e-05 0.9999392208   3.114574e-02
## 2709       0.008      0.992 1.038958e-04 0.9998961042   3.749537e-03
## 2710       0.002      0.998 1.811066e-03 0.9981889339   6.762880e-03
## 2711       0.002      0.998 5.733306e-05 0.9999426669   5.019668e-03
## 2712       0.034      0.966 2.913654e-02 0.9708634617   7.732157e-02
## 2713       0.006      0.994 8.227957e-04 0.9991772043   5.490166e-03
## 2714       0.002      0.998 1.663434e-03 0.9983365661   1.593403e-02
## 2715       0.012      0.988 4.619510e-05 0.9999538049   1.766493e-04
## 2716       0.016      0.984 1.586121e-03 0.9984138794   1.678134e-02
## 2717       0.924      0.076 8.789194e-01 0.1210806134   6.796335e-01
## 2718       0.074      0.926 2.189950e-04 0.9997810050   1.375295e-02
## 2719       0.002      0.998 5.618296e-05 0.9999438170   2.348540e-03
## 2720       0.038      0.962 1.838083e-04 0.9998161917   2.415940e-02
## 2721       0.024      0.976 2.525345e-03 0.9974746550   2.846491e-02
## 2722       0.108      0.892 7.988782e-04 0.9992011218   3.785947e-02
## 2723       0.088      0.912 3.342760e-04 0.9996657240   2.517188e-02
## 2724       0.036      0.964 2.678016e-02 0.9732198368   7.545156e-03
## 2725       0.000      1.000 4.650345e-04 0.9995349655   6.913909e-03
## 2726       0.748      0.252 1.454791e-01 0.8545209209   9.186285e-02
## 2727       0.010      0.990 9.471031e-05 0.9999052897   1.108999e-03
## 2728       0.000      1.000 3.289315e-03 0.9967106849   1.610332e-02
## 2729       0.012      0.988 1.437654e-03 0.9985623459   2.334431e-03
## 2730       0.012      0.988 2.420965e-03 0.9975790350   1.533183e-03
## 2731       0.012      0.988 1.233224e-04 0.9998766776   2.843988e-03
## 2732       0.004      0.996 4.801795e-05 0.9999519821   1.426896e-02
## 2733       0.766      0.234 1.451754e-01 0.8548246338   1.419696e-02
## 2734       0.002      0.998 3.254524e-03 0.9967454757   5.567590e-03
## 2735       0.042      0.958 3.029346e-02 0.9697065383   3.111526e-01
## 2736       0.808      0.192 1.471901e-01 0.8528098922   1.374693e-01
## 2737       0.002      0.998 8.596032e-04 0.9991403968   2.203502e-02
## 2738       0.648      0.352 3.219346e-01 0.6780653655   5.447584e-01
## 2739       0.002      0.998 8.429729e-05 0.9999157027   1.801860e-01
## 2740       0.796      0.204 2.307078e-01 0.7692921597   6.447661e-02
## 2741       0.004      0.996 4.783902e-06 0.9999952161   3.760324e-02
## 2742       0.810      0.190 2.564389e-01 0.7435610617   4.071182e-01
## 2743       0.744      0.256 5.915747e-01 0.4084252714   6.150271e-02
## 2744       0.022      0.978 9.721287e-04 0.9990278713   6.797574e-03
## 2745       0.002      0.998 3.118248e-09 0.9999999969   4.865052e-03
## 2746       0.006      0.994 1.860664e-07 0.9999998139   2.441299e-02
## 2747       0.008      0.992 9.522184e-09 0.9999999905   1.063265e-02
## 2748       0.000      1.000 6.501038e-07 0.9999993499   7.901297e-04
## 2749       0.050      0.950 1.441169e-02 0.9855883109   6.114819e-01
## 2750       0.744      0.256 8.677554e-01 0.1322445586   6.902773e-01
## 2751       0.016      0.984 3.347845e-07 0.9999996652   3.151002e-02
## 2752       0.002      0.998 1.033485e-04 0.9998966515   1.267897e-02
## 2753       0.670      0.330 1.219517e-02 0.9878048277   7.284670e-02
## 2754       0.010      0.990 1.015130e-03 0.9989848700   5.827994e-02
## 2755       0.004      0.996 2.521006e-05 0.9999747899   1.183441e-01
## 2756       0.008      0.992 8.506821e-04 0.9991493179   5.218949e-01
## 2757       0.006      0.994 1.309109e-03 0.9986908909   5.892956e-03
## 2758       0.060      0.940 1.500973e-02 0.9849902673   9.450615e-02
## 2759       0.008      0.992 1.161896e-03 0.9988381040   7.485971e-02
## 2760       0.060      0.940 1.580699e-03 0.9984193009   3.805487e-01
## 2761       0.016      0.984 4.843089e-04 0.9995156911   9.139523e-02
## 2762       0.016      0.984 2.757734e-04 0.9997242266   2.430115e-02
## 2763       0.854      0.146 9.946436e-01 0.0053563919   9.536853e-01
## 2764       0.000      1.000 5.207709e-04 0.9994792291   3.939773e-01
## 2765       0.024      0.976 8.007880e-07 0.9999991992   2.696295e-03
## 2766       0.758      0.242 7.665797e-01 0.2334202681   1.968712e-02
## 2767       0.028      0.972 8.724591e-02 0.9127540920   9.023274e-02
## 2768       0.938      0.062 8.209075e-01 0.1790924595   7.709735e-01
## 2769       0.000      1.000 5.277544e-04 0.9994722456   5.787392e-02
## 2770       0.000      1.000 4.696408e-08 0.9999999530   6.095984e-03
## 2771       0.002      0.998 1.005413e-05 0.9999899459   5.029838e-02
## 2772       0.224      0.776 5.709674e-06 0.9999942903   3.547452e-02
## 2773       0.574      0.426 8.061955e-01 0.1938045459   5.005610e-01
## 2774       0.712      0.288 7.314725e-01 0.2685274934   3.925310e-01
## 2775       0.000      1.000 2.344231e-05 0.9999765577   1.613856e-02
## 2776       0.006      0.994 1.279512e-03 0.9987204877   1.533931e-01
## 2777       0.858      0.142 7.383503e-01 0.2616496574   2.308619e-01
## 2778       0.020      0.980 1.933027e-08 0.9999999807   8.617562e-03
## 2779       0.000      1.000 7.517383e-05 0.9999248262   1.873391e-01
## 2780       0.868      0.132 1.318752e-01 0.8681247592   7.087248e-02
## 2781       0.008      0.992 1.092556e-03 0.9989074436   3.582353e-01
## 2782       0.018      0.982 4.581632e-05 0.9999541837   4.179057e-02
## 2783       0.770      0.230 6.903922e-01 0.3096078081   3.736761e-02
## 2784       0.034      0.966 8.670341e-05 0.9999132966   1.804954e-02
## 2785       0.000      1.000 1.250463e-02 0.9874953693   2.484888e-01
## 2786       0.026      0.974 2.997245e-03 0.9970027545   4.161692e-01
## 2787       0.014      0.986 1.324915e-05 0.9999867509   2.162171e-01
## 2788       0.012      0.988 2.744333e-05 0.9999725567   6.876999e-03
## 2789       0.028      0.972 1.345042e-04 0.9998654958   7.168861e-02
## 2790       0.002      0.998 2.565099e-04 0.9997434901   2.459891e-02
## 2791       0.004      0.996 1.058107e-03 0.9989418931   1.882016e-02
## 2792       0.002      0.998 6.531416e-05 0.9999346858   1.947686e-02
## 2793       0.768      0.232 8.625784e-01 0.1374216406   7.418710e-01
## 2794       0.116      0.884 3.434229e-04 0.9996565771   2.612613e-02
## 2795       0.002      0.998 6.728574e-02 0.9327142614   4.843406e-01
## 2796       0.004      0.996 1.913697e-03 0.9980863026   5.490247e-01
## 2797       0.058      0.942 7.824350e-06 0.9999921756   3.678188e-02
## 2798       0.002      0.998 1.198901e-06 0.9999988011   1.569888e-03
## 2799       0.006      0.994 7.570359e-09 0.9999999924   1.093209e-02
## 2800       0.844      0.156 5.952541e-02 0.9404745898   9.030341e-02
## 2801       0.012      0.988 2.945509e-03 0.9970544912   2.376593e-01
## 2802       0.756      0.244 9.136433e-01 0.0863567036   7.211176e-01
## 2803       0.002      0.998 8.838744e-08 0.9999999116   2.933907e-02
## 2804       0.020      0.980 9.622141e-06 0.9999903779   3.974988e-02
## 2805       0.052      0.948 1.117980e-02 0.9888201954   1.044954e-01
## 2806       0.004      0.996 2.663292e-06 0.9999973367   3.784026e-02
## 2807       0.000      1.000 5.492627e-05 0.9999450737   2.164489e-02
## 2808       0.846      0.154 6.693288e-02 0.9330671174   4.547461e-02
## 2809       0.012      0.988 8.396238e-04 0.9991603762   8.620587e-03
## 2810       0.000      1.000 1.921294e-07 0.9999998079   3.550973e-03
## 2811       0.004      0.996 2.413054e-07 0.9999997587   2.958523e-03
## 2812       0.002      0.998 2.311361e-07 0.9999997689   2.732417e-02
## 2813       0.000      1.000 3.895268e-08 0.9999999610   3.990038e-02
## 2814       0.006      0.994 4.457532e-06 0.9999955425   3.448717e-02
## 2815       0.006      0.994 1.091375e-04 0.9998908625   1.232849e-01
## 2816       0.010      0.990 1.129443e-08 0.9999999887   1.883648e-02
## 2817       0.084      0.916 5.419301e-05 0.9999458070   1.874085e-03
## 2818       0.000      1.000 1.950919e-04 0.9998049081   2.250577e-02
## 2819       0.854      0.146 9.933484e-01 0.0066515582   5.849929e-01
## 2820       0.012      0.988 9.268613e-03 0.9907313874   1.025492e-01
## 2821       0.004      0.996 8.022114e-05 0.9999197789   1.424452e-02
## 2822       0.000      1.000 7.043526e-06 0.9999929565   3.099064e-03
## 2823       0.010      0.990 1.914473e-05 0.9999808553   1.026436e-01
## 2824       0.066      0.934 5.224902e-06 0.9999947751   1.264127e-02
## 2825       0.002      0.998 1.199978e-08 0.9999999880   9.600137e-03
## 2826       0.008      0.992 2.536336e-07 0.9999997464   5.532010e-03
## 2827       0.004      0.996 5.458271e-06 0.9999945417   7.333487e-03
## 2828       0.006      0.994 2.435988e-03 0.9975640115   1.450765e-01
## 2829       0.012      0.988 2.704688e-05 0.9999729531   7.383304e-02
## 2830       0.002      0.998 1.276965e-01 0.8723035492   1.830067e-01
## 2831       0.800      0.200 8.182596e-01 0.1817404287   5.015128e-01
## 2832       0.696      0.304 9.837314e-01 0.0162685599   7.221590e-01
## 2833       0.000      1.000 4.056706e-05 0.9999594329   6.071295e-03
## 2834       0.870      0.130 9.993498e-01 0.0006502294   9.513992e-01
## 2835       0.008      0.992 2.185322e-04 0.9997814678   2.978418e-02
## 2836       0.008      0.992 5.690615e-04 0.9994309385   1.938996e-01
## 2837       0.014      0.986 2.751896e-04 0.9997248104   3.914426e-02
## 2838       0.000      1.000 5.218243e-07 0.9999994782   1.258594e-02
## 2839       0.008      0.992 1.441830e-01 0.8558169577   1.571795e-01
## 2840       0.654      0.346 9.470165e-02 0.9052983466   1.024635e-01
## 2841       0.000      1.000 2.808497e-03 0.9971915032   5.995640e-02
## 2842       0.022      0.978 4.173135e-03 0.9958268648   9.012677e-02
## 2843       0.006      0.994 3.123837e-04 0.9996876163   5.680456e-02
## 2844       0.012      0.988 1.100389e-05 0.9999889961   3.205053e-02
## 2845       0.820      0.180 8.422511e-01 0.1577489439   4.465141e-01
## 2846       0.534      0.466 2.234077e-01 0.7765923394   4.216451e-01
## 2847       0.756      0.244 2.411914e-01 0.7588086319   6.415817e-03
## 2848       0.004      0.996 1.716296e-05 0.9999828370   7.553520e-03
## 2849       0.038      0.962 8.502155e-06 0.9999914978   4.486230e-02
## 2850       0.836      0.164 9.655415e-01 0.0344585413   5.354140e-01
## 2851       0.676      0.324 1.564697e-01 0.8435303435   4.787679e-01
## 2852       0.014      0.986 7.747026e-07 0.9999992253   1.591438e-02
## 2853       0.026      0.974 1.811079e-07 0.9999998189   1.195076e-01
## 2854       0.018      0.982 9.934499e-06 0.9999900655   6.346498e-02
## 2855       0.062      0.938 1.214656e-02 0.9878534358   6.524351e-01
## 2856       0.008      0.992 7.496530e-05 0.9999250347   2.756573e-03
## 2857       0.004      0.996 4.329902e-08 0.9999999567   5.529435e-02
## 2858       0.748      0.252 5.198023e-02 0.9480197665   5.631517e-02
## 2859       0.000      1.000 2.719696e-05 0.9999728030   6.637970e-03
## 2860       0.036      0.964 1.821754e-04 0.9998178246   5.159836e-01
## 2861       0.026      0.974 3.834343e-07 0.9999996166   1.210780e-03
## 2862       0.010      0.990 6.993565e-03 0.9930064346   5.893171e-01
## 2863       0.000      1.000 9.417164e-05 0.9999058284   1.502667e-02
## 2864       0.872      0.128 9.226743e-01 0.0773257215   9.465258e-01
## 2865       0.004      0.996 1.672863e-03 0.9983271368   7.962754e-02
## 2866       0.018      0.982 1.443923e-04 0.9998556077   2.495004e-02
## 2867       0.342      0.658 6.327292e-01 0.3672708066   4.106120e-01
## 2868       0.228      0.772 7.568118e-02 0.9243188201   2.552896e-03
## 2869       0.000      1.000 2.767704e-04 0.9997232296   3.438370e-02
## 2870       0.014      0.986 1.252394e-02 0.9874760603   1.830183e-01
## 2871       0.786      0.214 8.524699e-01 0.1475300945   1.434774e-01
## 2872       0.002      0.998 7.614362e-06 0.9999923856   1.212267e-01
## 2873       0.006      0.994 7.420634e-09 0.9999999926   1.477589e-02
## 2874       0.910      0.090 9.203276e-01 0.0796723993   6.003936e-01
## 2875       0.758      0.242 5.552225e-01 0.4447775350   6.472101e-01
## 2876       0.916      0.084 9.499267e-01 0.0500733395   5.213848e-01
## 2877       0.726      0.274 6.053827e-01 0.3946173344   6.042396e-02
## 2878       0.504      0.496 6.246024e-01 0.3753975886   7.415504e-02
## 2879       0.016      0.984 7.686651e-04 0.9992313349   7.401977e-03
## 2880       0.860      0.140 8.299017e-01 0.1700982550   3.601313e-01
## 2881       0.000      1.000 1.383143e-03 0.9986168569   1.663778e-02
## 2882       0.056      0.944 2.201279e-06 0.9999977987   8.444504e-03
## 2883       0.004      0.996 1.894456e-07 0.9999998106   6.666834e-03
## 2884       0.016      0.984 8.937184e-11 0.9999999999   1.185262e-04
## 2885       0.000      1.000 3.691392e-06 0.9999963086   1.211474e-02
## 2886       0.010      0.990 1.439529e-03 0.9985604711   5.920941e-01
## 2887       0.012      0.988 1.070173e-08 0.9999999893   1.793623e-03
## 2888       0.006      0.994 4.374309e-04 0.9995625691   1.761507e-01
## 2889       0.000      1.000 2.252035e-04 0.9997747965   4.470007e-01
## 2890       0.004      0.996 1.988312e-10 0.9999999998   7.197798e-04
## 2891       0.012      0.988 1.038783e-02 0.9896121740   1.224108e-01
## 2892       0.022      0.978 6.257693e-02 0.9374230672   1.468554e-01
## 2893       0.006      0.994 1.659835e-06 0.9999983402   5.982470e-03
## 2894       0.002      0.998 9.654573e-04 0.9990345427   2.276198e-02
## 2895       0.492      0.508 3.509143e-01 0.6490856618   1.027869e-02
## 2896       0.000      1.000 2.564367e-07 0.9999997436   1.226983e-03
## 2897       0.002      0.998 1.890823e-06 0.9999981092   7.356782e-03
## 2898       0.024      0.976 2.015483e-04 0.9997984517   1.348398e-02
## 2899       0.824      0.176 2.434253e-01 0.7565746611   3.180876e-01
## 2900       0.000      1.000 4.576373e-10 0.9999999995   8.079999e-03
## 2901       0.008      0.992 7.665850e-05 0.9999233415   2.008041e-02
## 2902       0.018      0.982 1.497937e-05 0.9999850206   3.073679e-02
## 2903       0.022      0.978 1.126034e-05 0.9999887397   6.977694e-02
## 2904       0.000      1.000 4.785870e-08 0.9999999521   1.176780e-03
## 2905       0.010      0.990 9.145863e-07 0.9999990854   2.284037e-02
## 2906       0.450      0.550 2.519368e-01 0.7480631750   1.400396e-01
## 2907       0.010      0.990 4.140135e-04 0.9995859865   3.973191e-03
## 2908       0.794      0.206 6.036211e-01 0.3963789358   1.416497e-02
## 2909       0.044      0.956 2.125651e-03 0.9978743493   3.318015e-03
## 2910       0.920      0.080 9.402065e-01 0.0597934643   1.868179e-01
## 2911       0.024      0.976 3.341369e-05 0.9999665863   1.489256e-03
## 2912       0.002      0.998 1.720124e-07 0.9999998280   2.633589e-02
## 2913       0.004      0.996 9.831347e-03 0.9901686525   3.558707e-02
## 2914       0.002      0.998 1.558902e-07 0.9999998441   2.028720e-02
## 2915       0.644      0.356 1.403837e-02 0.9859616277   3.095544e-02
## 2916       0.048      0.952 1.147034e-02 0.9885296628   5.691861e-02
## 2917       0.002      0.998 2.313684e-04 0.9997686316   2.410144e-02
## 2918       0.002      0.998 1.193026e-04 0.9998806974   5.004036e-02
## 2919       0.786      0.214 5.059959e-01 0.4940041265   8.304089e-02
## 2920       0.002      0.998 4.503024e-09 0.9999999955   1.735357e-03
## 2921       0.004      0.996 2.748057e-07 0.9999997252   3.772387e-02
## 2922       0.890      0.110 9.538892e-01 0.0461107674   6.520471e-01
## 2923       0.034      0.966 2.057025e-06 0.9999979430   4.241589e-03
## 2924       0.006      0.994 2.146390e-04 0.9997853610   1.351633e-01
## 2925       0.000      1.000 4.813997e-06 0.9999951860   1.699264e-01
## 2926       0.138      0.862 1.728494e-03 0.9982715057   7.514099e-03
## 2927       0.004      0.996 1.368147e-03 0.9986318533   1.175874e-01
## 2928       0.766      0.234 3.385121e-01 0.6614879023   5.078808e-03
## 2929       0.018      0.982 6.200990e-06 0.9999937990   3.343863e-02
## 2930       0.906      0.094 9.846834e-01 0.0153165981   6.780401e-01
## 2931       0.008      0.992 8.492702e-05 0.9999150730   3.241968e-02
## 2932       0.010      0.990 1.010846e-06 0.9999989892   2.672470e-02
## 2933       0.002      0.998 6.909480e-05 0.9999309052   7.974136e-02
## 2934       0.000      1.000 4.154493e-09 0.9999999958   8.203223e-03
## 2935       0.032      0.968 4.830465e-06 0.9999951695   1.233674e-01
## 2936       0.856      0.144 5.125347e-01 0.4874652707   8.695789e-01
## 2937       0.412      0.588 3.367334e-01 0.6632665885   2.114115e-01
## 2938       0.000      1.000 7.836961e-06 0.9999921630   5.172415e-02
## 2939       0.000      1.000 9.089073e-07 0.9999990911   4.871975e-03
## 2940       0.016      0.984 1.768894e-04 0.9998231106   3.529910e-03
## 2941       0.352      0.648 7.805331e-01 0.2194669241   5.676541e-01
## 2942       0.004      0.996 2.913709e-02 0.9708629090   1.393899e-02
## 2943       0.002      0.998 1.385756e-05 0.9999861424   1.031493e-02
## 2944       0.002      0.998 5.169433e-05 0.9999483057   1.002552e-02
## 2945       0.014      0.986 6.086815e-04 0.9993913185   1.102390e-03
## 2946       0.014      0.986 5.191676e-06 0.9999948083   1.521681e-03
## 2947       0.760      0.240 9.165863e-01 0.0834137025   7.063194e-01
## 2948       0.072      0.928 9.610677e-01 0.0389322698   4.328030e-01
## 2949       0.010      0.990 6.678428e-07 0.9999993322   1.072139e-03
## 2950       0.004      0.996 4.263123e-06 0.9999957369   7.086502e-04
## 2951       0.044      0.956 4.965237e-03 0.9950347634   3.991872e-03
## 2952       0.002      0.998 4.315084e-07 0.9999995685   5.170410e-03
## 2953       0.000      1.000 7.743726e-07 0.9999992256   8.644891e-03
## 2954       0.008      0.992 1.342092e-07 0.9999998658   7.146387e-03
## 2955       0.004      0.996 2.688418e-02 0.9731158175   1.327488e-01
## 2956       0.016      0.984 3.563449e-04 0.9996436551   1.880676e-02
## 2957       0.002      0.998 1.118928e-05 0.9999888107   3.763133e-03
## 2958       0.820      0.180 6.236031e-01 0.3763968665   4.199845e-01
## 2959       0.888      0.112 8.597320e-01 0.1402680424   7.779419e-02
## 2960       0.644      0.356 9.774830e-01 0.0225169541   9.073283e-01
## 2961       0.026      0.974 6.449638e-07 0.9999993550   2.604683e-02
## 2962       0.878      0.122 7.388882e-01 0.2611118419   1.277826e-01
## 2963       0.886      0.114 9.939010e-01 0.0060990362   6.001895e-01
## 2964       0.004      0.996 2.692713e-05 0.9999730729   1.685845e-01
## 2965       0.024      0.976 3.638719e-04 0.9996361281   5.637419e-01
## 2966       0.852      0.148 8.102401e-01 0.1897598854   8.491519e-01
## 2967       0.002      0.998 2.212906e-08 0.9999999779   2.143842e-03
## 2968       0.026      0.974 3.396764e-02 0.9660323610   7.744944e-01
## 2969       0.052      0.948 1.933885e-02 0.9806611513   6.726115e-01
## 2970       0.052      0.948 9.101614e-05 0.9999089839   4.572845e-02
## 2971       0.008      0.992 2.882211e-08 0.9999999712   9.532444e-03
## 2972       0.000      1.000 8.280058e-06 0.9999917199   8.692080e-02
## 2973       0.882      0.118 9.933969e-01 0.0066031191   7.343016e-01
## 2974       0.026      0.974 3.685938e-06 0.9999963141   3.887314e-02
## 2975       0.004      0.996 2.896591e-05 0.9999710341   1.183587e-02
## 2976       0.010      0.990 3.220779e-04 0.9996779221   5.757295e-03
## 2977       0.132      0.868 2.604157e-01 0.7395842715   8.077453e-01
## 2978       0.012      0.988 2.028378e-05 0.9999797162   2.739854e-03
## 2979       0.004      0.996 7.264980e-05 0.9999273502   2.627498e-03
## 2980       0.094      0.906 7.515115e-06 0.9999924849   7.183306e-03
## 2981       0.942      0.058 8.185630e-01 0.1814369508   7.879710e-01
## 2982       0.820      0.180 9.991227e-01 0.0008772683   4.101393e-01
## 2983       0.042      0.958 6.240473e-02 0.9375952702   4.221554e-02
## 2984       0.004      0.996 5.057045e-04 0.9994942955   4.308887e-01
## 2985       0.046      0.954 3.052172e-03 0.9969478276   1.569941e-01
## 2986       0.942      0.058 9.987706e-01 0.0012293588   9.404210e-01
## 2987       0.020      0.980 6.299286e-02 0.9370071387   9.096027e-03
## 2988       0.000      1.000 5.235351e-02 0.9476464899   1.237188e-01
## 2989       0.008      0.992 1.513872e-03 0.9984861283   6.449930e-03
## 2990       0.036      0.964 1.365907e-03 0.9986340931   1.011715e-01
## 2991       0.024      0.976 5.681218e-06 0.9999943188   1.705515e-02
## 2992       0.880      0.120 9.707915e-01 0.0292085377   1.370337e-01
## 2993       0.978      0.022 9.882759e-01 0.0117240644   9.526561e-01
## 2994       0.006      0.994 1.878394e-03 0.9981216064   3.906142e-02
## 2995       0.868      0.132 9.499101e-01 0.0500899420   7.200954e-01
## 2996       0.036      0.964 3.061145e-02 0.9693885500   7.241110e-02
## 2997       0.016      0.984 9.721422e-07 0.9999990279   6.299810e-03
## 2998       0.080      0.920 5.455892e-02 0.9454410793   6.594201e-02
## 2999       0.022      0.978 3.684128e-02 0.9631587173   2.102330e-01
## 3000       0.864      0.136 9.997063e-01 0.0002937140   7.118473e-01
## 3001       0.000      1.000 4.432481e-06 0.9999955675   5.823375e-03
## 3002       0.846      0.154 9.962702e-01 0.0037297809   9.829932e-01
## 3003       0.008      0.992 2.789222e-04 0.9997210778   7.221418e-02
## 3004       0.094      0.906 6.756024e-01 0.3243975894   3.013357e-01
## 3005       0.036      0.964 8.152719e-02 0.9184728115   1.985563e-01
## 3006       0.030      0.970 1.630898e-05 0.9999836910   4.312972e-02
## 3007       0.860      0.140 6.462885e-02 0.9353711496   1.000828e-01
## 3008       0.762      0.238 2.028900e-02 0.9797110032   1.142168e-02
## 3009       0.802      0.198 9.222735e-01 0.0777264574   2.613419e-01
## 3010       0.004      0.996 1.211440e-05 0.9999878856   8.887314e-03
## 3011       0.012      0.988 4.413704e-05 0.9999558630   1.130383e-01
## 3012       0.738      0.262 5.669760e-01 0.4330239584   4.421734e-01
## 3013       0.004      0.996 2.479720e-08 0.9999999752   2.633818e-01
## 3014       0.004      0.996 7.433969e-07 0.9999992566   7.030903e-03
## 3015       0.006      0.994 8.542741e-06 0.9999914573   1.962724e-01
## 3016       0.006      0.994 5.250754e-07 0.9999994749   4.759005e-03
## 3017       0.040      0.960 5.919927e-03 0.9940800726   2.504722e-02
## 3018       0.022      0.978 7.159696e-04 0.9992840304   2.595834e-02
## 3019       0.002      0.998 8.829087e-05 0.9999117091   2.688551e-02
## 3020       0.052      0.948 4.500380e-06 0.9999954996   2.765554e-01
## 3021       0.902      0.098 8.992534e-01 0.1007466345   4.446903e-01
## 3022       0.906      0.094 9.657791e-01 0.0342208913   3.944398e-01
## 3023       0.016      0.984 3.275208e-05 0.9999672479   1.054342e-01
## 3024       0.014      0.986 6.004048e-05 0.9999399595   1.156308e-02
## 3025       0.010      0.990 9.670807e-06 0.9999903292   6.630679e-03
## 3026       0.000      1.000 1.277365e-06 0.9999987226   9.153417e-03
## 3027       0.002      0.998 5.100842e-07 0.9999994899   1.191013e-02
## 3028       0.012      0.988 1.313960e-06 0.9999986860   1.475970e-02
## 3029       0.010      0.990 1.048074e-03 0.9989519259   1.680456e-02
## 3030       0.004      0.996 1.467883e-03 0.9985321173   1.709105e-01
## 3031       0.926      0.074 9.986572e-01 0.0013427667   8.184147e-01
## 3032       0.002      0.998 4.170688e-03 0.9958293123   7.467174e-01
## 3033       0.028      0.972 2.195507e-07 0.9999997804   1.733198e-02
## 3034       0.012      0.988 1.181198e-02 0.9881880181   2.323730e-01
## 3035       0.006      0.994 1.608789e-05 0.9999839121   2.009809e-02
## 3036       0.848      0.152 7.305525e-01 0.2694475211   1.824336e-01
## 3037       0.010      0.990 3.795645e-05 0.9999620435   3.751275e-02
## 3038       0.050      0.950 8.291322e-04 0.9991708678   2.088199e-02
## 3039       0.786      0.214 9.614011e-01 0.0385989104   4.480709e-01
##      logit.Existed     average
## 1      0.995251886 0.973297825
## 2      0.981146867 0.984164953
## 3      0.973634332 0.987848629
## 4      0.996351112 0.994633922
## 5      0.996919291 0.998311888
## 6      0.938395148 0.976699865
## 7      0.976300253 0.988009663
## 8      0.045647368 0.079513405
## 9      0.974879099 0.990562197
## 10     0.998579737 0.977090566
## 11     0.932816465 0.970351903
## 12     0.939112626 0.930936208
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## 1824   0.999047201 0.998870834
## 1825   0.987369576 0.981126555
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## 1830   0.918288124 0.962936324
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## 1838   0.994631001 0.985668122
## 1839   0.972741336 0.969543039
## 1840   0.969045985 0.733196086
## 1841   0.222053054 0.192192661
## 1842   0.987905567 0.991421557
## 1843   0.990595197 0.978270303
## 1844   0.901130757 0.894101692
## 1845   0.996008861 0.981327925
## 1846   0.995505654 0.996643423
## 1847   0.946794516 0.977800531
## 1848   0.961401928 0.984510888
## 1849   0.859816831 0.716806943
## 1850   0.995600847 0.987466377
## 1851   0.997654860 0.998622782
## 1852   0.984503671 0.981315641
## 1853   0.998331012 0.992105919
## 1854   0.995688813 0.989250577
## 1855   0.041034103 0.018288415
## 1856   0.470024366 0.361027825
## 1857   0.410954918 0.398615883
## 1858   0.957173549 0.978339633
## 1859   0.996186461 0.995602006
## 1860   0.976901455 0.986552971
## 1861   0.995712768 0.998151290
## 1862   0.885250475 0.876652376
## 1863   0.995281623 0.994684496
## 1864   0.998514444 0.998280694
## 1865   0.995511068 0.997336548
## 1866   0.981312921 0.980041753
## 1867   0.057282280 0.033767490
## 1868   0.927573666 0.850798321
## 1869   0.177659773 0.129931997
## 1870   0.993690871 0.996623138
## 1871   0.993217081 0.996145946
## 1872   0.625243628 0.457850825
## 1873   0.997581309 0.997668214
## 1874   0.998601581 0.998694082
## 1875   0.998584072 0.998458897
## 1876   0.741939406 0.866816476
## 1877   0.998461552 0.999277398
## 1878   0.944210085 0.918784294
## 1879   0.993930821 0.995910139
## 1880   0.996366430 0.990067985
## 1881   0.884060754 0.949442402
## 1882   0.992298129 0.997206684
## 1883   0.898698976 0.953564155
## 1884   0.931417917 0.898377868
## 1885   0.161573594 0.100040255
## 1886   0.994721995 0.997177389
## 1887   0.995648104 0.997163877
## 1888   0.997240168 0.998860620
## 1889   0.997007299 0.997895088
## 1890   0.235679592 0.159360070
## 1891   0.378967317 0.265083501
## 1892   0.987024550 0.989946646
## 1893   0.994757431 0.996096162
## 1894   0.991197365 0.993951332
## 1895   0.995150478 0.996509148
## 1896   0.998230567 0.995822651
## 1897   0.223360218 0.264179071
## 1898   0.671404252 0.390864647
## 1899   0.949136690 0.905701635
## 1900   0.879502303 0.842743966
## 1901   0.820700192 0.693010468
## 1902   0.997970587 0.995322164
## 1903   0.190712052 0.085989768
## 1904   0.985496510 0.994540453
## 1905   0.998096025 0.994419370
## 1906   0.999224222 0.999177647
## 1907   0.977121028 0.954998036
## 1908   0.998926776 0.993180353
## 1909   0.992232571 0.979500683
## 1910   0.123638848 0.052448477
## 1911   0.982439540 0.991358787
## 1912   0.999311980 0.993284005
## 1913   0.999053246 0.998093564
## 1914   0.606497936 0.441733407
## 1915   0.913726902 0.967103184
## 1916   0.986054424 0.983402563
## 1917   0.065138448 0.023912287
## 1918   0.993656132 0.995851370
## 1919   0.997814476 0.996901830
## 1920   0.997172334 0.998339160
## 1921   0.967700134 0.956959914
## 1922   0.957480557 0.975914574
## 1923   0.985581100 0.985926313
## 1924   0.800631117 0.598720153
## 1925   0.998692371 0.997929830
## 1926   0.988350554 0.937739312
## 1927   0.995454220 0.993590349
## 1928   0.998127036 0.998145516
## 1929   0.927406334 0.933001246
## 1930   0.917577850 0.954443912
## 1931   0.665323000 0.524114713
## 1932   0.983311313 0.990398268
## 1933   0.998037723 0.999302493
## 1934   0.998535660 0.997367128
## 1935   0.990829362 0.991698869
## 1936   0.981152646 0.990805739
## 1937   0.992425635 0.996439044
## 1938   0.985016902 0.981847149
## 1939   0.998942980 0.993255441
## 1940   0.937710209 0.951198673
## 1941   0.993292470 0.996343951
## 1942   0.997230334 0.993135793
## 1943   0.536143971 0.319091640
## 1944   0.995710726 0.993264715
## 1945   0.977480423 0.991072604
## 1946   0.967908890 0.773438044
## 1947   0.993181960 0.984939956
## 1948   0.296071646 0.242325298
## 1949   0.993673647 0.992865426
## 1950   0.997299458 0.996128286
## 1951   0.998763490 0.997062323
## 1952   0.790396737 0.288813908
## 1953   0.876036801 0.937751157
## 1954   0.990898753 0.989622699
## 1955   0.990962941 0.996129226
## 1956   0.992933215 0.992607579
## 1957   0.459546834 0.284048268
## 1958   0.998541173 0.998098915
## 1959   0.995558952 0.976028815
## 1960   0.999009840 0.966834169
## 1961   0.989790731 0.990131448
## 1962   0.991723524 0.997139079
## 1963   0.973255996 0.673620119
## 1964   0.980577611 0.976316892
## 1965   0.998918855 0.997002500
## 1966   0.988471619 0.709618911
## 1967   0.999349927 0.999772161
## 1968   0.948988450 0.869199736
## 1969   0.450688670 0.462548637
## 1970   0.208786971 0.108209493
## 1971   0.711126438 0.415892690
## 1972   0.999805268 0.995573625
## 1973   0.988421717 0.988083463
## 1974   0.996805680 0.950195520
## 1975   0.987142903 0.995392560
## 1976   0.994603910 0.997104169
## 1977   0.282067148 0.172993623
## 1978   0.411790977 0.319244741
## 1979   0.165117602 0.145014294
## 1980   0.991602398 0.996437144
## 1981   0.793988236 0.892213076
## 1982   0.989336413 0.993135458
## 1983   0.968120476 0.956024353
## 1984   0.998943044 0.997950733
## 1985   0.944457020 0.975455184
## 1986   0.953961221 0.968287983
## 1987   0.943247986 0.977129430
## 1988   0.999205304 0.999335240
## 1989   0.979460663 0.992002294
## 1990   0.996185839 0.982296068
## 1991   0.999662009 0.999358813
## 1992   0.851903366 0.653291972
## 1993   0.986198186 0.987390311
## 1994   0.991749753 0.990975245
## 1995   0.989327597 0.994571332
## 1996   0.994544671 0.996588215
## 1997   0.999144829 0.999714189
## 1998   0.613097502 0.459671688
## 1999   0.957577801 0.984417032
## 2000   0.980859704 0.991099628
## 2001   0.990033924 0.995305239
## 2002   0.991807922 0.956992175
## 2003   0.109424875 0.095516666
## 2004   0.999571544 0.999634863
## 2005   0.987988876 0.994032714
## 2006   0.989861888 0.994863412
## 2007   0.998871719 0.998650130
## 2008   0.998369810 0.972415098
## 2009   0.926461373 0.966523520
## 2010   0.784381176 0.503877980
## 2011   0.999756491 0.996963405
## 2012   0.998937337 0.998538933
## 2013   0.998900528 0.990650067
## 2014   0.751912587 0.441190229
## 2015   0.995570040 0.988508685
## 2016   0.990364314 0.981151042
## 2017   0.996084770 0.997136194
## 2018   0.538843627 0.271836973
## 2019   0.999104091 0.997496195
## 2020   0.641819703 0.628313464
## 2021   0.275581131 0.188943388
## 2022   0.998519068 0.939947900
## 2023   0.999120181 0.997934754
## 2024   0.706979495 0.849902634
## 2025   0.778827006 0.844268228
## 2026   0.994993282 0.994875899
## 2027   0.972259223 0.984880745
## 2028   0.920122977 0.958799486
## 2029   0.998825760 0.998853444
## 2030   0.991322096 0.983812857
## 2031   0.997338003 0.996225559
## 2032   0.932257656 0.894510159
## 2033   0.993740960 0.994897337
## 2034   0.996635834 0.996615455
## 2035   0.995180408 0.994076348
## 2036   0.975607846 0.965232596
## 2037   0.720895675 0.782004032
## 2038   0.184888270 0.158949649
## 2039   0.892421724 0.951013259
## 2040   0.863745859 0.894576345
## 2041   0.986832892 0.986721990
## 2042   0.916651236 0.898776638
## 2043   0.994307953 0.995595204
## 2044   0.752792333 0.815507724
## 2045   0.995775704 0.997757554
## 2046   0.988622146 0.989264668
## 2047   0.709601250 0.878128814
## 2048   0.966112175 0.977290615
## 2049   0.987790959 0.989820058
## 2050   0.998231426 0.999382176
## 2051   0.998474104 0.998237885
## 2052   0.963617473 0.986034348
## 2053   0.985463145 0.995185024
## 2054   0.856806195 0.663368472
## 2055   0.981825541 0.976540286
## 2056   0.997261802 0.996277252
## 2057   0.100384230 0.051944709
## 2058   0.986384213 0.994647289
## 2059   0.995737488 0.994147015
## 2060   0.976033079 0.981204283
## 2061   0.971365767 0.988272665
## 2062   0.831095067 0.920384890
## 2063   0.919329014 0.949601585
## 2064   0.963906969 0.981495398
## 2065   0.994183569 0.996283792
## 2066   0.186058213 0.092883986
## 2067   0.999148965 0.998367051
## 2068   0.975891895 0.951536667
## 2069   0.978901620 0.988292169
## 2070   0.988459799 0.994641960
## 2071   0.993502747 0.992937554
## 2072   0.944521383 0.973603394
## 2073   0.997901398 0.999139972
## 2074   0.987965763 0.987652291
## 2075   0.996645668 0.998821060
## 2076   0.917383450 0.614612558
## 2077   0.598502654 0.844439081
## 2078   0.997006152 0.937240996
## 2079   0.458353120 0.250110907
## 2080   0.931568982 0.944256521
## 2081   0.913112719 0.959993573
## 2082   0.997842482 0.997899785
## 2083   0.987193740 0.992340588
## 2084   0.980602101 0.953737427
## 2085   0.815434798 0.917085092
## 2086   0.789934522 0.357400463
## 2087   0.999396219 0.999104936
## 2088   0.069785147 0.286556329
## 2089   0.998441460 0.995899911
## 2090   0.990437063 0.993511014
## 2091   0.995747036 0.993634503
## 2092   0.998624483 0.995338622
## 2093   0.983757770 0.990345925
## 2094   0.811149952 0.402760701
## 2095   0.336740845 0.210493844
## 2096   0.998767860 0.998908955
## 2097   0.999186493 0.996124404
## 2098   0.958897802 0.542734232
## 2099   0.882994638 0.891755684
## 2100   0.991277487 0.996351592
## 2101   0.977656370 0.968297369
## 2102   0.817581901 0.559151168
## 2103   0.978631775 0.990494905
## 2104   0.976825201 0.988435074
## 2105   0.748854475 0.415909982
## 2106   0.960985290 0.985155028
## 2107   0.374178855 0.229737697
## 2108   0.989901045 0.994148482
## 2109   0.955838391 0.983635475
## 2110   0.981521148 0.991275512
## 2111   0.995944696 0.990087267
## 2112   0.981723815 0.992431257
## 2113   0.997265786 0.984164917
## 2114   0.632559269 0.586532822
## 2115   0.935467667 0.970557392
## 2116   0.910207462 0.970663977
## 2117   0.997257194 0.996847447
## 2118   0.620809620 0.441276394
## 2119   0.989211020 0.995195124
## 2120   0.855675130 0.651773668
## 2121   0.912891902 0.586086134
## 2122   0.988638865 0.996219830
## 2123   0.996407987 0.998141071
## 2124   0.998376779 0.997714665
## 2125   0.993583829 0.995223933
## 2126   0.995746554 0.997321177
## 2127   0.675900992 0.421335480
## 2128   0.999334321 0.992118193
## 2129   0.990304715 0.982381936
## 2130   0.979756771 0.984231459
## 2131   0.911408032 0.958817169
## 2132   0.980431319 0.975244356
## 2133   0.989656692 0.995290508
## 2134   0.980606846 0.974124756
## 2135   0.992044754 0.974713171
## 2136   0.941579675 0.946611987
## 2137   0.959787082 0.983691345
## 2138   0.998575831 0.996349371
## 2139   0.849256043 0.785272920
## 2140   0.986272069 0.969173791
## 2141   0.996363979 0.996548361
## 2142   0.981843679 0.956577583
## 2143   0.983245797 0.985570934
## 2144   0.903509334 0.960438093
## 2145   0.988955576 0.989839527
## 2146   0.798120701 0.901046940
## 2147   0.992334513 0.994012345
## 2148   0.996382724 0.991741093
## 2149   0.527585993 0.374166520
## 2150   0.962759597 0.981048601
## 2151   0.995601419 0.998136618
## 2152   0.381987221 0.167830140
## 2153   0.966515588 0.988585090
## 2154   0.991014869 0.934847334
## 2155   0.902156392 0.961367592
## 2156   0.999863238 0.999243090
## 2157   0.997804834 0.997310659
## 2158   0.999712571 0.998933332
## 2159   0.956118881 0.981358824
## 2160   0.504254329 0.276836851
## 2161   0.968667993 0.979156255
## 2162   0.965323599 0.733946254
## 2163   0.994052742 0.981653962
## 2164   0.978035860 0.987534856
## 2165   0.992384206 0.995688408
## 2166   0.061895617 0.048895918
## 2167   0.999308679 0.998329250
## 2168   0.911452293 0.965495862
## 2169   0.920301439 0.906722181
## 2170   0.965293623 0.978619649
## 2171   0.984903157 0.993825332
## 2172   0.889700729 0.950604248
## 2173   0.983778192 0.976241036
## 2174   0.936121203 0.965467627
## 2175   0.067777163 0.078515464
## 2176   0.997508382 0.993427731
## 2177   0.939672883 0.933105465
## 2178   0.975145630 0.981345452
## 2179   0.926502996 0.865187178
## 2180   0.939096337 0.969026983
## 2181   0.997447732 0.993187935
## 2182   0.998892027 0.992597540
## 2183   0.998367234 0.998268147
## 2184   0.989706524 0.984412312
## 2185   0.970465604 0.979463397
## 2186   0.981638020 0.993233414
## 2187   0.239101957 0.291459737
## 2188   0.991490790 0.980238660
## 2189   0.976726753 0.986100863
## 2190   0.993948499 0.988159159
## 2191   0.997819387 0.994375637
## 2192   0.990098191 0.975443432
## 2193   0.988946403 0.991195995
## 2194   0.437379399 0.351216798
## 2195   0.932188878 0.933623505
## 2196   0.997876095 0.999167105
## 2197   0.980370258 0.987745740
## 2198   0.933195140 0.955731941
## 2199   0.025325428 0.023501019
## 2200   0.998914470 0.999592900
## 2201   0.490727406 0.322923868
## 2202   0.991393573 0.995819337
## 2203   0.859741677 0.897890937
## 2204   0.967498046 0.430469135
## 2205   0.954465978 0.824147215
## 2206   0.735806087 0.487859528
## 2207   0.991884163 0.959494043
## 2208   0.974074108 0.692559602
## 2209   0.909725361 0.970784132
## 2210   0.842548439 0.931926384
## 2211   0.996906037 0.998847801
## 2212   0.996103620 0.998199588
## 2213   0.980916317 0.991538364
## 2214   0.974682033 0.990412023
## 2215   0.996838009 0.997268816
## 2216   0.991083467 0.985876246
## 2217   0.941027469 0.970776853
## 2218   0.111502551 0.053175238
## 2219   0.902590731 0.912289989
## 2220   0.972155547 0.974141155
## 2221   0.988537516 0.967561350
## 2222   0.970258507 0.975555253
## 2223   0.987555895 0.994210902
## 2224   0.990494541 0.992288001
## 2225   0.943555784 0.974392437
## 2226   0.997251755 0.997152799
## 2227   0.982265753 0.992515471
## 2228   0.737636398 0.394530256
## 2229   0.116084975 0.300944598
## 2230   0.987056363 0.982369651
## 2231   0.999306939 0.999630329
## 2232   0.999833146 0.997094331
## 2233   0.996646453 0.998185179
## 2234   0.997047779 0.996193857
## 2235   0.762529199 0.614927108
## 2236   0.992857928 0.997215461
## 2237   0.964371651 0.983031242
## 2238   0.984241736 0.964445825
## 2239   0.258527616 0.121142827
## 2240   0.965611918 0.715106935
## 2241   0.361230996 0.202935278
## 2242   0.978246542 0.991003250
## 2243   0.999464624 0.999515692
## 2244   0.400229414 0.324127003
## 2245   0.999379086 0.999564474
## 2246   0.999408872 0.999769432
## 2247   0.993573950 0.978029721
## 2248   0.996337769 0.998208010
## 2249   0.980582118 0.976658709
## 2250   0.992895801 0.994233630
## 2251   0.971674116 0.959534140
## 2252   0.993321787 0.996834866
## 2253   0.996409213 0.997145362
## 2254   0.962344069 0.984611059
## 2255   0.998091513 0.999334110
## 2256   0.998344817 0.995335859
## 2257   0.994101882 0.995414082
## 2258   0.196050569 0.243593455
## 2259   0.905662013 0.909762300
## 2260   0.548681725 0.263160881
## 2261   0.916739535 0.952751269
## 2262   0.999719845 0.999456014
## 2263   0.999399903 0.995909648
## 2264   0.999079315 0.997219725
## 2265   0.936859558 0.958375377
## 2266   0.173740262 0.108659976
## 2267   0.994420425 0.996966970
## 2268   0.988689614 0.992257019
## 2269   0.918453782 0.949079278
## 2270   0.997728745 0.999197253
## 2271   0.988230020 0.986907078
## 2272   0.996496159 0.998825502
## 2273   0.987788428 0.985197855
## 2274   0.985077840 0.980331650
## 2275   0.997749613 0.998280230
## 2276   0.184026410 0.089889225
## 2277   0.993790528 0.996520512
## 2278   0.992835816 0.987575378
## 2279   0.908288726 0.918097472
## 2280   0.997196263 0.998562568
## 2281   0.995208434 0.997040318
## 2282   0.977433078 0.977062564
## 2283   0.999893287 0.999893311
## 2284   0.144167713 0.073938400
## 2285   0.866521066 0.870294168
## 2286   0.998671055 0.989502255
## 2287   0.995908743 0.997115828
## 2288   0.977052895 0.985591200
## 2289   0.999570988 0.998789791
## 2290   0.994060988 0.993280384
## 2291   0.923939817 0.956606633
## 2292   0.997459247 0.998080492
## 2293   0.998284410 0.996818249
## 2294   0.996512915 0.997020633
## 2295   0.998465042 0.973044233
## 2296   0.936573815 0.951961736
## 2297   0.965225598 0.913034648
## 2298   0.654474112 0.666416132
## 2299   0.990866827 0.994339915
## 2300   0.992479527 0.985576255
## 2301   0.999441094 0.999124307
## 2302   0.973086504 0.978150528
## 2303   0.999643178 0.996354911
## 2304   0.970605408 0.967115285
## 2305   0.980976383 0.988873480
## 2306   0.995006539 0.997096685
## 2307   0.952960052 0.981029430
## 2308   0.893638050 0.949262429
## 2309   0.996104332 0.994911005
## 2310   0.996756233 0.998930129
## 2311   0.993975877 0.997369068
## 2312   0.932139149 0.822266050
## 2313   0.996271969 0.998188961
## 2314   0.998325542 0.999360976
## 2315   0.986476426 0.992995544
## 2316   0.996844086 0.998700622
## 2317   0.999776776 0.997470714
## 2318   0.801848999 0.555076624
## 2319   0.987375871 0.987335048
## 2320   0.119458299 0.055153586
## 2321   0.993552029 0.988272813
## 2322   0.994163424 0.995085477
## 2323   0.998759070 0.994281485
## 2324   0.987480807 0.993082501
## 2325   0.997452588 0.996434191
## 2326   0.996371379 0.996719199
## 2327   0.703570302 0.889938445
## 2328   0.529911057 0.613710062
## 2329   0.990267341 0.996277299
## 2330   0.893720145 0.823054452
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## 2783   0.962632386 0.491032474
## 2784   0.981950459 0.982296470
## 2785   0.751511199 0.916245966
## 2786   0.583830771 0.856554347
## 2787   0.783782939 0.925811243
## 2788   0.993123001 0.993590402
## 2789   0.928311392 0.967190102
## 2790   0.975401089 0.991333058
## 2791   0.981179839 0.992221058
## 2792   0.980523142 0.993037512
## 2793   0.258128962 0.209180035
## 2794   0.973873868 0.950945691
## 2795   0.515659375 0.821898745
## 2796   0.450975316 0.822031398
## 2797   0.963218115 0.967926049
## 2798   0.998430112 0.998797062
## 2799   0.989067907 0.994398354
## 2800   0.909696592 0.656256773
## 2801   0.762340660 0.918672290
## 2802   0.278882417 0.203185508
## 2803   0.970660932 0.989898615
## 2804   0.960250118 0.980264106
## 2805   0.895504587 0.944640531
## 2806   0.962159737 0.986474042
## 2807   0.978355115 0.993045641
## 2808   0.954525395 0.667479913
## 2809   0.991379413 0.992763790
## 2810   0.996449027 0.998862004
## 2811   0.997041477 0.997652920
## 2812   0.972675832 0.990544256
## 2813   0.960099624 0.987213653
## 2814   0.965512834 0.986848510
## 2815   0.876715149 0.958358192
## 2816   0.981163516 0.990466416
## 2817   0.998125915 0.970004189
## 2818   0.977494234 0.992723538
## 2819   0.415007081 0.186246152
## 2820   0.897450795 0.959883767
## 2821   0.985755479 0.994009870
## 2822   0.996900936 0.999004562
## 2823   0.897356364 0.963603561
## 2824   0.987358728 0.972865077
## 2825   0.990399863 0.996224109
## 2826   0.994467990 0.995429303
## 2827   0.992666513 0.996249214
## 2828   0.854923519 0.950607498
## 2829   0.926166957 0.972134035
## 2830   0.816993335 0.898538934
## 2831   0.498487231 0.289629925
## 2832   0.277841043 0.200719660
## 2833   0.993928705 0.998041034
## 2834   0.048600789 0.061253876
## 2835   0.970215817 0.987585546
## 2836   0.806100376 0.934878080
## 2837   0.960855739 0.982468978
## 2838   0.987414063 0.995966583
## 2839   0.842820462 0.899279530
## 2840   0.897536457 0.707207225
## 2841   0.940043603 0.979860306
## 2842   0.909873231 0.962047865
## 2843   0.943195443 0.979595200
## 2844   0.967949466 0.985528802
## 2845   0.553485850 0.292347276
## 2846   0.578354854 0.604442192
## 2847   0.993584183 0.653999621
## 2848   0.992446480 0.996174842
## 2849   0.955137696 0.972331015
## 2850   0.464586046 0.217600305
## 2851   0.521232106 0.558552101
## 2852   0.984085620 0.990003649
## 2853   0.880492363 0.952609947
## 2854   0.936535020 0.973363808
## 2855   0.347564853 0.765233537
## 2856   0.997243427 0.996294069
## 2857   0.944705650 0.980881631
## 2858   0.943684832 0.703211164
## 2859   0.993362030 0.997863850
## 2860   0.484016362 0.821999313
## 2861   0.998789220 0.990518874
## 2862   0.410682882 0.805345637
## 2863   0.984973326 0.995153546
## 2864   0.053474157 0.087404682
## 2865   0.920372456 0.972532183
## 2866   0.975049956 0.985661823
## 2867   0.589388040 0.540126623
## 2868   0.997447104 0.894482692
## 2869   0.965616300 0.988890238
## 2870   0.816981683 0.932323809
## 2871   0.856522647 0.397977914
## 2872   0.878773297 0.960450145
## 2873   0.985224105 0.993166582
## 2874   0.399606367 0.185809190
## 2875   0.352789939 0.344381995
## 2876   0.478615175 0.199267540
## 2877   0.939576040 0.527069304
## 2878   0.925844962 0.593970375
## 2879   0.992598023 0.991778783
## 2880   0.639868738 0.310112968
## 2881   0.983362221 0.994212138
## 2882   0.991555496 0.977708262
## 2883   0.993333166 0.996464585
## 2884   0.999881474 0.994366327
## 2885   0.987885259 0.996116535
## 2886   0.407905943 0.806287542
## 2887   0.998206377 0.995228451
## 2888   0.823849267 0.941308702
## 2889   0.552999291 0.856681452
## 2890   0.999280220 0.998370419
## 2891   0.877589199 0.953149859
## 2892   0.853144567 0.924606473
## 2893   0.994017530 0.995983947
## 2894   0.977238019 0.991687894
## 2895   0.989721311 0.708902582
## 2896   0.998773017 0.999606721
## 2897   0.992643218 0.996942387
## 2898   0.986516018 0.987218962
## 2899   0.681912384 0.529603897
## 2900   0.991920001 0.997410712
## 2901   0.979919595 0.990741976
## 2902   0.969263208 0.983850104
## 2903   0.930223057 0.969941738
## 2904   0.998823220 0.999622877
## 2905   0.977159631 0.989183048
## 2906   0.859960396 0.714652602
## 2907   0.996026809 0.995092912
## 2908   0.985835026 0.518692610
## 2909   0.996681985 0.982847505
## 2910   0.813182069 0.308288568
## 2911   0.998510744 0.991118202
## 2912   0.973664115 0.990860977
## 2913   0.964412927 0.983954464
## 2914   0.979712797 0.992799322
## 2915   0.969044565 0.760223556
## 2916   0.943081386 0.961189926
## 2917   0.975898562 0.991500769
## 2918   0.949959644 0.983225435
## 2919   0.916959112 0.531616767
## 2920   0.998264643 0.998744431
## 2921   0.962276131 0.986512129
## 2922   0.347952860 0.165182044
## 2923   0.995758411 0.986749235
## 2924   0.864836685 0.954516865
## 2925   0.830073581 0.945544391
## 2926   0.992485901 0.948759149
## 2927   0.882412568 0.960468191
## 2928   0.994921192 0.618833138
## 2929   0.966561373 0.982987178
## 2930   0.321959902 0.141100429
## 2931   0.967580320 0.986785048
## 2932   0.973275296 0.987938256
## 2933   0.920258638 0.973724114
## 2934   0.991796777 0.997371223
## 2935   0.876632562 0.949273131
## 2936   0.130421058 0.252927808
## 2937   0.788588507 0.677103776
## 2938   0.948275848 0.983422076
## 2939   0.995128025 0.998438444
## 2940   0.996470090 0.993214787
## 2941   0.432345911 0.437556526
## 2942   0.986061013 0.984524451
## 2943   0.989685073 0.995990483
## 2944   0.989974477 0.996070745
## 2945   0.998897610 0.994549752
## 2946   0.998478319 0.994614426
## 2947   0.293680626 0.205558128
## 2948   0.567197026 0.519152368
## 2949   0.998927861 0.996158899
## 2950   0.999291350 0.998372580
## 2951   0.996008128 0.981695031
## 2952   0.994829590 0.997643505
## 2953   0.991355109 0.997229433
## 2954   0.992853613 0.994912005
## 2955   0.867251225 0.947194123
## 2956   0.981193244 0.988260036
## 2957   0.996236867 0.998090928
## 2958   0.580015499 0.372961773
## 2959   0.922205814 0.380958866
## 2960   0.092671727 0.161627748
## 2961   0.973953165 0.982559913
## 2962   0.872217436 0.408292914
## 2963   0.399810511 0.170002703
## 2964   0.831415535 0.944568213
## 2965   0.436258063 0.810831699
## 2966   0.150848090 0.162685637
## 2967   0.997856158 0.998613523
## 2968   0.225505571 0.731512281
## 2969   0.327388523 0.759893100
## 2970   0.954271547 0.967130009
## 2971   0.990467556 0.994147412
## 2972   0.913079201 0.972142936
## 2973   0.265698389 0.128590780
## 2974   0.961126860 0.978448638
## 2975   0.988164132 0.994798644
## 2976   0.994242705 0.994551506
## 2977   0.192254713 0.609099885
## 2978   0.997260146 0.994918538
## 2979   0.997372502 0.997735118
## 2980   0.992816694 0.964820903
## 2981   0.212028955 0.148070672
## 2982   0.589860670 0.252265524
## 2983   0.957784460 0.951201186
## 2984   0.569111259 0.860353201
## 2985   0.843005892 0.932595965
## 2986   0.059579038 0.039782325
## 2987   0.990903973 0.969314650
## 2988   0.876281176 0.943086640
## 2989   0.993550070 0.994635939
## 2990   0.898828516 0.954538145
## 2991   0.982944853 0.986139158
## 2992   0.862966252 0.328144156
## 2993   0.047343938 0.026732493
## 2994   0.960938582 0.984764613
## 2995   0.279904633 0.152382006
## 2996   0.927588900 0.954109040
## 2997   0.993700190 0.992385174
## 2998   0.934057992 0.932895770
## 2999   0.789767040 0.912784682
## 3000   0.288152727 0.140000647
## 3001   0.994176625 0.998132400
## 3002   0.017006829 0.060538598
## 3003   0.927785817 0.973968660
## 3004   0.698664315 0.647737975
## 3005   0.801443693 0.896892325
## 3006   0.956870280 0.975681503
## 3007   0.899917225 0.645844041
## 3008   0.988578324 0.723153523
## 3009   0.738658145 0.331589643
## 3010   0.991112686 0.995749085
## 3011   0.886961709 0.959564822
## 3012   0.557826558 0.413205440
## 3013   0.736618224 0.914198673
## 3014   0.992969097 0.996347734
## 3015   0.803727611 0.935002040
## 3016   0.995240995 0.996376389
## 3017   0.974952779 0.976031762
## 3018   0.974041655 0.983751270
## 3019   0.973114491 0.990655784
## 3020   0.723444639 0.893188565
## 3021   0.555309683 0.245453726
## 3022   0.605560224 0.238216868
## 3023   0.894565766 0.960606424
## 3024   0.988436925 0.991378506
## 3025   0.993369321 0.994374660
## 3026   0.990846583 0.997066307
## 3027   0.988089866 0.995483691
## 3028   0.985240304 0.991072959
## 3029   0.983195437 0.990771894
## 3030   0.829089491 0.943347571
## 3031   0.181585331 0.084513126
## 3032   0.253282603 0.758634565
## 3033   0.982668019 0.984653324
## 3034   0.767627031 0.917442065
## 3035   0.979901914 0.991455748
## 3036   0.817566372 0.404020760
## 3037   0.962487254 0.984468972
## 3038   0.979118007 0.975548239
## 3039   0.551929105 0.264442034
result3$weight_average <- as.factor(ifelse(result3$average>0.5, "E", "A"))

result3 %>% head()
##   rf.Attrited rf.Existed svm.Attrited svm.Existed logit.Attrited logit.Existed
## 1       0.072      0.928 1.471188e-08   1.0000000    0.004748114     0.9952519
## 2       0.028      0.972 2.971240e-06   0.9999970    0.018853133     0.9811469
## 3       0.010      0.990 6.216095e-04   0.9993784    0.026365668     0.9736343
## 4       0.012      0.988 2.402206e-09   1.0000000    0.003648888     0.9963511
## 5       0.002      0.998 4.298638e-06   0.9999957    0.003080709     0.9969193
## 6       0.010      0.990 1.854220e-04   0.9998146    0.061604852     0.9383951
##     average weight_average
## 1 0.9732978              E
## 2 0.9841650              E
## 3 0.9878486              E
## 4 0.9946339              E
## 5 0.9983119              E
## 6 0.9766999              E

1.5 예측 결과 csv 제출

  • raw or prob 구분해서 제출
>>>>>>> e3e99d1dbfd2c35fabeb3779d55167da7ada5b8a

2 시계열 데이터 분석

<<<<<<< HEAD

2.1 Data descreption

  • 날짜 및 주가 수익률 데이터로 time series 변환 전 데이터 제공
    • =======

    2.1 Data description

    • 날짜 및 주가 수익률 데이터로 time series 변환 전 데이터 제공

    • 주가 데이터는 계절 추세가 있는 데이터를 못찾아서 river flow에 대한 데이터로 대체함

      • >>>>>>> e3e99d1dbfd2c35fabeb3779d55167da7ada5b8a

    2.2 데이터 로드, 정상성/이분산성 검증

    <<<<<<< HEAD

    2.3 정상성 파악 근거에 따른 고정시계열 여부 파악

    2.4 SARIMA 분석 및 최적 모형 파라미터 선택

    2.5 잔차 그래프 출력

    2.6 분석 결과 PDF 제출

    ======= 
    flow <- ts(scan('https://online.stat.psu.edu/stat510/sites/stat510/files/data/coloradoflow.dat'),start = c("1960"), frequency = 12)
plot(flow)

    flow %>% length()
    ## [1] 600
    ggtsdisplay(flow)

    • 계절 추세가 존재하는 것으로 보임
    • 일반 추세도 존재? 확인 필요

    2.3 정상성 파악 근거에 따른 고정(stationary)시계열 여부 파악

    • test 결과 일반 차분, 계절 차분 추천
    ndiffs(flow)
    ## [1] 1
    nsdiffs(flow)
    ## [1] 1

    계절 차분

    flow_sdif <- diff(flow, 12)
ggtsdisplay(flow_sdif, lag.max = 48)

    일반 차분

    flow_dif <- diff(flow, 1)
ggtsdisplay(flow_dif, lag.max = 48)

    flow_dif_s <- diff(flow_dif, lag = 12)
ggtsdisplay(flow_dif_s, lag.max = 48)

    • 최종적으로 계절 차분만 해도 추세가 무작위 변동으로 바뀌었기 때문에 정상성 만족
    • 굳이 일반 차분까지 할 필요 없을 듯?

    2.4 SARIMA 분석 및 최적 모형 파라미터 선택

    flow_sdif <- diff(flow, 12)
ggtsdisplay(flow_sdif, lag.max = 48)

    후보모형 - ARIMA(1, 0, 0)(0, 1, 1)_12 - ARIMA(1, 0, 0)(0, 1, 2)_12

    ARIMA(1, 0, 0)(0, 1, 1)_12

    • 모든 모수 유의
    • 모형 가정 만족 x
    fit1 <- Arima(flow_sdif, order=c(1,0,0), seasonal=list(order=c(0,1,1),period=12))
confint(fit1) # 모든 모수 유의 
    ##           2.5 %     97.5 %
## ar1   0.4473195  0.5867711
## sma1 -1.0295533 -0.9704434
    checkresiduals(fit1) # 모형 가정 만족 x 

    ## 
##  Ljung-Box test
## 
## data:  Residuals from ARIMA(1,0,0)(0,1,1)[12]
## Q* = 122.85, df = 22, p-value = 5.551e-16
## 
## Model df: 2.   Total lags used: 24

    ARIMA(1, 0, 0)(0, 1, 2)_12

    • 모든 모수 유의
    • 모형 가정 만족
    fit2 <- Arima(flow_sdif, order=c(1,0,0), seasonal=list(order=c(0,1,2),period=12))
confint(fit2) # 모든 모수 유의 
    ##           2.5 %     97.5 %
## ar1   0.4425953  0.5825788
## sma1 -1.9978826 -1.7318198
## sma2  0.7466261  0.9835028
    checkresiduals(fit2) # 모형 가정 만족  

    ## 
##  Ljung-Box test
## 
## data:  Residuals from ARIMA(1,0,0)(0,1,2)[12]
## Q* = 13.051, df = 21, p-value = 0.9068
## 
## Model df: 3.   Total lags used: 24
    • 추가된 모수 비유의
    • 잠정 모형으로 선택
    confint(Arima(flow_sdif, order=c(2,0,0), seasonal=list(order=c(0,1,2),period=12)))
    ##           2.5 %      97.5 %
## ar1   0.4458651  0.60892216
## ar2  -0.1103860  0.05268102
## sma1 -1.9980407 -1.73258459
## sma2  0.7472272  0.98378061
    confint(Arima(flow_sdif, order=c(1,0,1), seasonal=list(order=c(0,1,2),period=12)))
    ##           2.5 %     97.5 %
## ar1   0.3335387  0.6104215
## ma1  -0.1011807  0.2115051
## sma1 -1.9985218 -1.7321168
## sma2  0.7469131  0.9841729

    auto.arima

    • 모든 모수 유의
    • 가정 만족 x
    fit3 <- auto.arima(flow, d = 0, D = 1)
confint(fit3)
    ##           2.5 %    97.5 %
## ar1   0.4505523 0.5888774
## sar1 -0.8926029 0.4232096
## sma1 -1.2435069 0.0515665
## sma2 -0.8189905 0.3069674
    checkresiduals(fit3)

    ## 
##  Ljung-Box test
## 
## data:  Residuals from ARIMA(1,0,0)(1,1,2)[12]
## Q* = 8.5294, df = 20, p-value = 0.9877
## 
## Model df: 4.   Total lags used: 24
    • 추가된 모수 비유의
    • ARIMA(1, 0, 0)(1, 1, 2)_12 잠정 모형으로 선택
    confint(Arima(flow_sdif, order=c(2,0,0), seasonal=list(order=c(1,1,2),period=12)))
    ##            2.5 %      97.5 %
## ar1   0.44669939  0.60977847
## ar2  -0.11265366  0.05059945
## sar1 -0.04492129  0.14621142
## sma1 -2.04435285 -1.71719917
## sma2  0.73566483  1.02700654
    confint(Arima(flow_sdif, order=c(1,0,1), seasonal=list(order=c(1,1,2),period=12)))
    ##            2.5 %     97.5 %
## ar1   0.33052661  0.6083778
## ma1  -0.09794919  0.2154516
## sar1 -0.04441389  0.1462830
## sma1 -2.06871030 -1.7012281
## sma2  0.72034018  1.0498119
    • aic, bic 비교 결과 ARIMA(1, 0, 0)(0, 1, 2)_12를 최종 모형으로 선택
    fit2 <- Arima(flow_sdif, order=c(1,0,0), seasonal=list(order=c(0,1,2),period=12))
fit3 <- Arima(flow_sdif, order=c(1,0,0), seasonal=list(order=c(1,1,2),period=12))

c(fit2$aic, fit3$aic)
    ## [1] 1320.247 1321.225
    c(fit2$bic, fit3$bic)
    ## [1] 1337.672 1343.006

    2.5 잔차 그래프 출력

    checkresiduals(fit2)

    ## 
##  Ljung-Box test
## 
## data:  Residuals from ARIMA(1,0,0)(0,1,2)[12]
## Q* = 13.051, df = 21, p-value = 0.9068
## 
## Model df: 3.   Total lags used: 24

    2.6 분석 결과 PDF 제출

    plot(forecast(fit2))

    >>>>>>> e3e99d1dbfd2c35fabeb3779d55167da7ada5b8a